Update missed package status file.

Promote agent-framework-declarative package to RC
.NET - Fix missing id on function_call_output in Foundry Hosting (#6246 )
2026-06-16 21:04:09 +08:00 · 2026-06-02 09:39:47 -07:00 · 2026-06-01 17:20:17 -07:00 · 2026-06-01 18:43:45 +00:00 · 2026-06-01 17:53:56 +00:00 · 2026-06-01 17:20:39 +00:00
775 changed files with 49532 additions and 15731 deletions
@@ -1,15 +1,19 @@
 {
  "name": "Python 3",
-  "image": "mcr.microsoft.com/devcontainers/python:3.13-bullseye",
+  "image": "mcr.microsoft.com/devcontainers/python:3.14-bookworm",
  "features": {
    "ghcr.io/va-h/devcontainers-features/uv:1": {},
-    "ghcr.io/devcontainers/features/azure-cli:1.2.8": {}
+    "ghcr.io/devcontainers/features/docker-in-docker:3": {},
+    "ghcr.io/devcontainers/features/azure-cli:1.2.9": {},
+    "ghcr.io/devcontainers/features/copilot-cli:1": {}
  },
  "postCreateCommand": "bash ./devsetup.sh",
  "workspaceFolder": "/workspaces/agent-framework/python/",
  "customizations": {
    "vscode": {
      "extensions": [
+        "GitHub.copilot",
+        "GitHub.vscode-github-actions",
        "ms-python.python",
        "ms-windows-ai-studio.windows-ai-studio",
        "littlefoxteam.vscode-python-test-adapter"
@@ -8,7 +8,7 @@ ignorePatterns:
  - pattern: "./blob"
  - pattern: "./issues"
  - pattern: "./discussions"
-  - pattern: "./pulls"
+  - pattern: "./pull"
  - pattern: "https:\/\/platform.openai.com"
  - pattern: "http:\/\/localhost"
  - pattern: "http:\/\/127.0.0.1"
@@ -0,0 +1,64 @@
+name: Free runner disk space
+description: |
+  Reclaims disk space on GitHub-hosted Ubuntu runners by removing
+  pre-installed toolchains we do not use (Android SDK, GHC/Haskell,
+  CodeQL bundle), Docker images, and swap. Also relocates the
+  NuGet package cache to /mnt (which has ~75 GB free vs ~14 GB
+  on /). No-op on non-Linux runners.
+
+runs:
+  using: composite
+  steps:
+    - name: Free disk space (Linux only)
+      if: runner.os == 'Linux'
+      shell: bash
+      run: |
+        set -euo pipefail
+        echo "::group::Disk usage before cleanup"
+        df -h /
+        echo "::endgroup::"
+
+        # Remove pre-installed toolchains we never use on this repo's
+        # dotnet/python jobs. These reclaim ~25-30 GB on ubuntu-latest.
+        sudo rm -rf \
+          /usr/local/lib/android \
+          /usr/share/dotnet/sdk/NuGetFallbackFolder \
+          /opt/ghc \
+          /usr/local/.ghcup \
+          /opt/hostedtoolcache/CodeQL \
+          /opt/hostedtoolcache/PyPy \
+          /opt/hostedtoolcache/Ruby \
+          /opt/hostedtoolcache/go \
+          /usr/local/share/boost \
+          /usr/local/share/powershell \
+          /usr/local/share/chromium \
+          /usr/local/share/vcpkg \
+          /usr/local/lib/heroku \
+          "${AGENT_TOOLSDIRECTORY:-/opt/hostedtoolcache}/PyPy" \
+          "${AGENT_TOOLSDIRECTORY:-/opt/hostedtoolcache}/Ruby" \
+          "${AGENT_TOOLSDIRECTORY:-/opt/hostedtoolcache}/go" || true
+
+        # Drop docker images shipped on the runner; jobs that need
+        # docker pull what they need fresh.
+        if command -v docker >/dev/null 2>&1; then
+          sudo docker image prune --all --force >/dev/null 2>&1 || true
+        fi
+
+        # Disable swap to free its backing file.
+        sudo swapoff -a || true
+        sudo rm -f /mnt/swapfile /swapfile || true
+
+        echo "::group::Disk usage after cleanup"
+        df -h /
+        echo "::endgroup::"
+
+    - name: Relocate NuGet package cache to /mnt (Linux only)
+      if: runner.os == 'Linux'
+      shell: bash
+      run: |
+        set -euo pipefail
+        sudo mkdir -p /mnt/nuget
+        sudo chown -R "$USER":"$USER" /mnt/nuget
+        echo "NUGET_PACKAGES=/mnt/nuget" >> "$GITHUB_ENV"
+        echo "Relocated NuGet package cache to /mnt/nuget"
+        df -h /mnt || true
@@ -17,7 +17,7 @@ runs:
    using: "composite"
    steps:
      - name: Set up uv
-        uses: astral-sh/setup-uv@v6
+        uses: astral-sh/setup-uv@d0cc045d04ccac9d8b7881df0226f9e82c39688e # v6
        with:
            version-file: "python/pyproject.toml"
            enable-cache: true
@@ -32,7 +32,13 @@ runs:
              if grep -q "name = \"$pkg\"" "$f"; then
                pkg_dir=$(dirname "$f" | sed 's|python/||')
                echo "Excluding workspace package: $pkg ($pkg_dir)"
-                sed -i.bak '/\[tool\.uv\.workspace\]/a\exclude = ["'"$pkg_dir"'"]' python/pyproject.toml
+                if awk '/^\[tool\.uv\.workspace\]/{f=1;next} /^\[/{f=0} f && /^exclude = \[/{found=1} END{exit !found}' python/pyproject.toml; then
+                  if ! awk '/^\[tool\.uv\.workspace\]/{f=1;next} /^\[/{f=0} f && /^exclude = \[/ && index($0, "\"'"$pkg_dir"'\"")' python/pyproject.toml | grep -q .; then
+                    sed -i.bak '/\[tool\.uv\.workspace\]/,/^\[/ { /^exclude = \[/ s|\]|, "'"$pkg_dir"'"]| }' python/pyproject.toml
+                  fi
+                else
+                  sed -i.bak '/\[tool\.uv\.workspace\]/a\exclude = ["'"$pkg_dir"'"]' python/pyproject.toml
+                fi
                sed -i.bak '/'"$pkg"' = { workspace = true }/d' python/pyproject.toml
              fi
            done
@@ -40,4 +46,4 @@ runs:
      - name: Install the project
        shell: bash
        run: |
-          cd python && uv sync --all-packages --all-extras --dev -U --prerelease=if-necessary-or-explicit
+          cd python && uv sync --all-packages --all-extras --dev --prerelease=if-necessary-or-explicit
@@ -24,7 +24,7 @@ runs:
  using: "composite"
  steps:
    - name: Set up Node.js environment
-      uses: actions/setup-node@v6
+      uses: actions/setup-node@48b55a011bda9f5d6aeb4c2d9c7362e8dae4041e # v6
      with:
        node-version: 22

@@ -37,7 +37,7 @@ runs:
      run: copilot --version && copilot -p "What can you do in one sentence?"

    - name: Azure CLI Login
-      uses: azure/login@v2
+      uses: azure/login@a457da9ea143d694b1b9c7c869ebb04ebe844ef5 # v2
      with:
        client-id: ${{ inputs.azure-client-id }}
        tenant-id: ${{ inputs.azure-tenant-id }}
@@ -44,9 +44,15 @@ updates:

  # Maintain dependencies for github-actions
  - package-ecosystem: "github-actions"
-    # Workflow files stored in the
-    # default location of `.github/workflows`
-    directory: "/"
+    # Cover both the standard workflow location and our composite actions.
+    # With `directory: "/"` Dependabot only scans `.github/workflows/*.{yml,yaml}`
+    # plus a root-level `action.yml/action.yaml`. It does NOT recurse into
+    # `.github/actions/*/action.yml`, so the glob below is required to keep the
+    # composite actions in `.github/actions/<name>/` up to date as well.
+    # Ref: https://docs.github.com/en/code-security/dependabot/working-with-dependabot/dependabot-options-reference#directories-or-directory--
+    directories:
+      - "/"
+      - "/.github/actions/*"
    schedule:
      interval: "weekly"
      day: "sunday"
@@ -0,0 +1,163 @@
+// Copyright (c) Microsoft. All rights reserved.
+
+function getPullRequest(context) {
+  const pullRequest = context.payload.pull_request;
+  if (!pullRequest?.number || !pullRequest.user?.login) {
+    throw new Error('This script must be run from a pull_request_target event.');
+  }
+
+  return {
+    author: pullRequest.user.login,
+    labels: pullRequest.labels?.map((label) => label.name).filter(Boolean) ?? [],
+    number: pullRequest.number,
+  };
+}
+
+async function ensureLabel({ github, owner, repo, labelName }) {
+  try {
+    await github.rest.issues.getLabel({
+      owner,
+      repo,
+      name: labelName,
+    });
+  } catch (error) {
+    if (error.status !== 404) {
+      throw error;
+    }
+
+    try {
+      await github.rest.issues.createLabel({
+        owner,
+        repo,
+        name: labelName,
+        color: 'd93f0b',
+        description: 'Community author has exceeded the open pull request limit.',
+      });
+    } catch (createError) {
+      if (createError.status !== 422) {
+        throw createError;
+      }
+    }
+  }
+}
+
+function hasLabel(labels, labelName) {
+  if (!labelName) {
+    return false;
+  }
+
+  return labels.some((label) => label.toLowerCase() === labelName.toLowerCase());
+}
+
+function buildLimitMessage({ author, exemptLabelName, maxOpenPrs, openPrCount }) {
+  return [
+    `Thank you for your contribution, @${author}.`,
+    '',
+    `To keep the review queue manageable, we currently limit community contributors to ${maxOpenPrs} `
+      + `open pull requests at a time. This PR would put you at ${openPrCount} open pull requests, `
+      + 'so we are closing it automatically.',
+    '',
+    'Please focus on getting your existing PRs reviewed, merged, or closed before opening another one. '
+      + `If a maintainer asked you to open this PR, they can apply the \`${exemptLabelName}\` label and reopen it.`,
+  ].join('\n');
+}
+
+async function getOpenPrCount({ github, owner, repo, author, pullRequestNumber }) {
+  const query = `repo:${owner}/${repo} is:pr is:open author:${author}`;
+  const response = await github.rest.search.issuesAndPullRequests({
+    q: query,
+    per_page: 100,
+  });
+
+  const indexedPrNumbers = response.data.items.map((item) => item.number);
+  const currentPrIsIndexed = indexedPrNumbers.includes(pullRequestNumber);
+  if (currentPrIsIndexed || response.data.total_count >= 100) {
+    return response.data.total_count;
+  }
+
+  return response.data.total_count + 1;
+}
+
+async function enforcePrLimit({ github, context, core, exemptLabelName, maxOpenPrs, labelName }) {
+  const { owner, repo } = context.repo;
+  const { author, labels, number } = getPullRequest(context);
+
+  if (hasLabel(labels, exemptLabelName)) {
+    core.info(`PR #${number} has the ${exemptLabelName} label; skipping open PR limit enforcement.`);
+    return {
+      author,
+      closed: false,
+      exempt: true,
+      openPrCount: null,
+    };
+  }
+
+  const openPrCount = await getOpenPrCount({
+    github,
+    owner,
+    repo,
+    author,
+    pullRequestNumber: number,
+  });
+
+  if (openPrCount <= maxOpenPrs) {
+    core.info(
+      `${author} has ${openPrCount} open pull request(s), which is within the limit of ${maxOpenPrs}.`,
+    );
+    return {
+      author,
+      closed: false,
+      openPrCount,
+    };
+  }
+
+  await ensureLabel({
+    github,
+    owner,
+    repo,
+    labelName,
+  });
+
+  await github.rest.issues.addLabels({
+    owner,
+    repo,
+    issue_number: number,
+    labels: [labelName],
+  });
+
+  await github.rest.issues.createComment({
+    owner,
+    repo,
+    issue_number: number,
+    body: buildLimitMessage({
+      author,
+      exemptLabelName,
+      maxOpenPrs,
+      openPrCount,
+    }),
+  });
+
+  await github.rest.pulls.update({
+    owner,
+    repo,
+    pull_number: number,
+    state: 'closed',
+  });
+
+  core.info(
+    `${author} has ${openPrCount} open pull request(s), which exceeds the limit of ${maxOpenPrs}. `
+      + `Closed PR #${number}.`,
+  );
+
+  return {
+    author,
+    closed: true,
+    openPrCount,
+  };
+}
+
+module.exports = {
+  buildLimitMessage,
+  enforcePrLimit,
+  getOpenPrCount,
+};
@@ -0,0 +1,286 @@
+// Copyright (c) Microsoft. All rights reserved.
+
+/**
+ * Tests for pr_limit_moderation.js.
+ *
+ * Run with: node --test .github/tests/test_pr_limit_moderation.js
+ */
+
+const { describe, it } = require('node:test');
+const assert = require('node:assert/strict');
+
+const { enforcePrLimit } = require('../scripts/pr_limit_moderation.js');
+
+
+// ---------------------------------------------------------------------------
+// Helpers
+// ---------------------------------------------------------------------------
+
+function createContext({ author = 'community-user', labels = [], number = 123 } = {}) {
+  return {
+    repo: {
+      owner: 'microsoft',
+      repo: 'agent-framework',
+    },
+    payload: {
+      pull_request: {
+        number,
+        labels: labels.map((name) => ({ name })),
+        user: {
+          login: author,
+        },
+      },
+    },
+  };
+}
+
+function createCore() {
+  const messages = [];
+  return {
+    messages,
+    info(message) {
+      messages.push(message);
+    },
+  };
+}
+
+function createGithub({ totalCount, itemNumbers, labelExists = true }) {
+  const calls = [];
+
+  return {
+    calls,
+    rest: {
+      search: {
+        async issuesAndPullRequests(params) {
+          calls.push({ api: 'search.issuesAndPullRequests', params });
+          return {
+            data: {
+              total_count: totalCount,
+              items: itemNumbers.map((number) => ({ number })),
+            },
+          };
+        },
+      },
+      issues: {
+        async getLabel(params) {
+          calls.push({ api: 'issues.getLabel', params });
+          if (!labelExists) {
+            const error = new Error('Not Found');
+            error.status = 404;
+            throw error;
+          }
+          return { data: { name: params.name } };
+        },
+        async createLabel(params) {
+          calls.push({ api: 'issues.createLabel', params });
+          return { data: { name: params.name } };
+        },
+        async addLabels(params) {
+          calls.push({ api: 'issues.addLabels', params });
+          return { data: [] };
+        },
+        async createComment(params) {
+          calls.push({ api: 'issues.createComment', params });
+          return { data: { id: 1 } };
+        },
+      },
+      pulls: {
+        async update(params) {
+          calls.push({ api: 'pulls.update', params });
+          return { data: { state: params.state } };
+        },
+      },
+    },
+  };
+}
+
+
+// ---------------------------------------------------------------------------
+// PR limit enforcement
+// ---------------------------------------------------------------------------
+
+describe('PR limit enforcement', () => {
+  it('does not close the PR when the author is at the open PR limit', async () => {
+    const github = createGithub({
+      totalCount: 10,
+      itemNumbers: [1, 2, 3, 4, 5, 6, 7, 8, 9, 123],
+    });
+
+    const result = await enforcePrLimit({
+      github,
+      context: createContext(),
+      core: createCore(),
+      exemptLabelName: 'pr-limit-exempt',
+      maxOpenPrs: 10,
+      labelName: 'too-many-prs',
+    });
+
+    assert.equal(result.closed, false);
+    assert.equal(result.openPrCount, 10);
+    assert.deepEqual(
+      github.calls.map((call) => call.api),
+      ['search.issuesAndPullRequests'],
+    );
+  });
+
+  it('counts the new PR when search has not indexed it yet', async () => {
+    const github = createGithub({
+      totalCount: 10,
+      itemNumbers: [1, 2, 3, 4, 5, 6, 7, 8, 9, 10],
+    });
+
+    const result = await enforcePrLimit({
+      github,
+      context: createContext(),
+      core: createCore(),
+      exemptLabelName: 'pr-limit-exempt',
+      maxOpenPrs: 10,
+      labelName: 'too-many-prs',
+    });
+
+    assert.equal(result.closed, true);
+    assert.equal(result.openPrCount, 11);
+    assert.deepEqual(
+      github.calls.map((call) => call.api),
+      [
+        'search.issuesAndPullRequests',
+        'issues.getLabel',
+        'issues.addLabels',
+        'issues.createComment',
+        'pulls.update',
+      ],
+    );
+  });
+
+  it('creates the label when it does not already exist', async () => {
+    const github = createGithub({
+      totalCount: 11,
+      itemNumbers: [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 123],
+      labelExists: false,
+    });
+
+    const result = await enforcePrLimit({
+      github,
+      context: createContext(),
+      core: createCore(),
+      exemptLabelName: 'pr-limit-exempt',
+      maxOpenPrs: 10,
+      labelName: 'too-many-prs',
+    });
+
+    assert.equal(result.closed, true);
+    assert.deepEqual(
+      github.calls.map((call) => call.api),
+      [
+        'search.issuesAndPullRequests',
+        'issues.getLabel',
+        'issues.createLabel',
+        'issues.addLabels',
+        'issues.createComment',
+        'pulls.update',
+      ],
+    );
+    assert.equal(
+      github.calls.find((call) => call.api === 'issues.createLabel').params.name,
+      'too-many-prs',
+    );
+  });
+
+  it('tolerates a 422 race when creating the label', async () => {
+    const github = createGithub({
+      totalCount: 11,
+      itemNumbers: [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 123],
+      labelExists: false,
+    });
+    github.rest.issues.createLabel = async (params) => {
+      github.calls.push({ api: 'issues.createLabel', params });
+      const error = new Error('Validation Failed');
+      error.status = 422;
+      throw error;
+    };
+
+    const result = await enforcePrLimit({
+      github,
+      context: createContext(),
+      core: createCore(),
+      exemptLabelName: 'pr-limit-exempt',
+      maxOpenPrs: 10,
+      labelName: 'too-many-prs',
+    });
+
+    assert.equal(result.closed, true);
+    assert.deepEqual(
+      github.calls.map((call) => call.api),
+      [
+        'search.issuesAndPullRequests',
+        'issues.getLabel',
+        'issues.createLabel',
+        'issues.addLabels',
+        'issues.createComment',
+        'pulls.update',
+      ],
+    );
+  });
+
+  it('uses a diplomatic close message with the configured limit', async () => {
+    const github = createGithub({
+      totalCount: 11,
+      itemNumbers: [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 123],
+    });
+
+    await enforcePrLimit({
+      github,
+      context: createContext({ author: 'octo-contributor' }),
+      core: createCore(),
+      exemptLabelName: 'pr-limit-exempt',
+      maxOpenPrs: 10,
+      labelName: 'too-many-prs',
+    });
+
+    const comment = github.calls.find((call) => call.api === 'issues.createComment').params.body;
+    assert.match(comment, /Thank you for your contribution/);
+    assert.match(comment, /limit community contributors to 10 open pull requests/);
+    assert.match(comment, /@octo-contributor/);
+    assert.match(comment, /`pr-limit-exempt` label and reopen/);
+  });
+
+  it('does not close an exempt PR when it is reopened', async () => {
+    const github = createGithub({
+      totalCount: 11,
+      itemNumbers: [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 123],
+    });
+
+    const result = await enforcePrLimit({
+      github,
+      context: createContext({ labels: ['PR-LIMIT-EXEMPT'] }),
+      core: createCore(),
+      exemptLabelName: 'pr-limit-exempt',
+      maxOpenPrs: 10,
+      labelName: 'too-many-prs',
+    });
+
+    assert.equal(result.closed, false);
+    assert.equal(result.exempt, true);
+    assert.equal(result.openPrCount, null);
+    assert.deepEqual(github.calls, []);
+  });
+
+  it('does not over-count when the current PR is not on the first search page', async () => {
+    const github = createGithub({
+      totalCount: 101,
+      itemNumbers: Array.from({ length: 100 }, (_, index) => index + 1),
+    });
+
+    const result = await enforcePrLimit({
+      github,
+      context: createContext({ number: 123 }),
+      core: createCore(),
+      exemptLabelName: 'pr-limit-exempt',
+      maxOpenPrs: 10,
+      labelName: 'too-many-prs',
+    });
+
+    assert.equal(result.closed, true);
+    assert.equal(result.openPrCount, 101);
+  });
+});
@@ -32,13 +32,13 @@ jobs:

    steps:
      - name: Checkout repository
-        uses: actions/checkout@v6
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
        with:
          persist-credentials: false

      # Initializes the CodeQL tools for scanning.
      - name: Initialize CodeQL
-        uses: github/codeql-action/init@v4
+        uses: github/codeql-action/init@9e0d7b8d25671d64c341c19c0152d693099fb5ba # v4
        with:
          languages: ${{ matrix.language }}
          # If you wish to specify custom queries, you can do so here or in a config file.
@@ -51,7 +51,7 @@ jobs:
      # Autobuild attempts to build any compiled languages  (C/C++, C#, Go, or Java).
      # If this step fails, then you should remove it and run the build manually (see below)
      - name: Autobuild
-        uses: github/codeql-action/autobuild@v4
+        uses: github/codeql-action/autobuild@9e0d7b8d25671d64c341c19c0152d693099fb5ba # v4

      # ℹ️ Command-line programs to run using the OS shell.
      # 📚 See https://docs.github.com/en/actions/using-workflows/workflow-syntax-for-github-actions#jobsjob_idstepsrun
@@ -64,6 +64,6 @@ jobs:
      #     ./location_of_script_within_repo/buildscript.sh

      - name: Perform CodeQL Analysis
-        uses: github/codeql-action/analyze@v4
+        uses: github/codeql-action/analyze@9e0d7b8d25671d64c341c19c0152d693099fb5ba # v4
        with:
          category: "/language:${{matrix.language}}"
@@ -66,7 +66,7 @@ jobs:

      - name: Check PR author team membership
        id: check
-        uses: actions/github-script@v8
+        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
        env:
          TEAM_NAME: ${{ secrets.DEVELOPER_TEAM }}
          PR_NUMBER: ${{ steps.pr.outputs.pr_number }}
@@ -116,7 +116,7 @@ jobs:
    steps:
      # Safe checkout: base repo only, not the untrusted PR head.
      - name: Checkout target repo base
-        uses: actions/checkout@v6
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
        with:
          ref: ${{ github.event_name == 'pull_request_target' && github.event.pull_request.base.sha || github.sha }}
          fetch-depth: 0
@@ -125,7 +125,7 @@ jobs:

      # Private DevFlow checkout: the PAT/token grants access to this repo's code.
      - name: Checkout DevFlow
-        uses: actions/checkout@v6
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
        with:
          repository: ${{ env.DEVFLOW_REPOSITORY }}
          ref: ${{ env.DEVFLOW_REF }}
@@ -135,12 +135,12 @@ jobs:
          path: devflow

      - name: Set up Python
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065 # v5
        with:
          python-version: "3.13"

      - name: Set up uv
-        uses: astral-sh/setup-uv@v7
+        uses: astral-sh/setup-uv@37802adc94f370d6bfd71619e3f0bf239e1f3b78 # v7
        with:
          version: "0.11.x"
          enable-cache: true
@@ -41,8 +41,8 @@ jobs:
      functionsChanged: ${{ steps.filter.outputs.functions }}
      coreChanged: ${{ steps.filter.outputs.core }}
    steps:
-      - uses: actions/checkout@v6
-      - uses: dorny/paths-filter@v3
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+      - uses: dorny/paths-filter@d1c1ffe0248fe513906c8e24db8ea791d46f8590 # v3
        id: filter
        with:
          filters: |
@@ -111,7 +111,7 @@ jobs:

    runs-on: ${{ matrix.os }}
    steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
        with:
            persist-credentials: false
            sparse-checkout: |
@@ -121,8 +121,11 @@ jobs:
              python
              declarative-agents

+      - name: Free runner disk space
+        uses: ./.github/actions/free-runner-disk-space
+
      - name: Setup dotnet
-        uses: actions/setup-dotnet@v5.2.0
+        uses: actions/setup-dotnet@c2fa09f4bde5ebb9d1777cf28262a3eb3db3ced7 # v5.2.0
        with:
          global-json-file: ${{ github.workspace }}/dotnet/global.json
      - name: Build dotnet solutions
@@ -181,7 +184,7 @@ jobs:
    runs-on: ${{ matrix.os }}
    environment: ${{ matrix.environment }}
    steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
        with:
            persist-credentials: false
            sparse-checkout: |
@@ -191,6 +194,9 @@ jobs:
              python
              declarative-agents

+      - name: Free runner disk space
+        uses: ./.github/actions/free-runner-disk-space
+
      # Start Cosmos DB Emulator for all integration tests and only for unit tests when CosmosDB changes happened)
      - name: Start Azure Cosmos DB Emulator
        if: ${{ runner.os == 'Windows' && (needs.paths-filter.outputs.cosmosDbChanges == 'true' || (github.event_name != 'pull_request' && matrix.integration-tests)) }}
@@ -202,7 +208,7 @@ jobs:
          echo "COSMOSDB_EMULATOR_AVAILABLE=true" >> $env:GITHUB_ENV

      - name: Setup dotnet
-        uses: actions/setup-dotnet@v5.2.0
+        uses: actions/setup-dotnet@c2fa09f4bde5ebb9d1777cf28262a3eb3db3ced7 # v5.2.0
        with:
          global-json-file: ${{ github.workspace }}/dotnet/global.json

@@ -271,7 +277,7 @@ jobs:

      - name: Azure CLI Login
        if: github.event_name != 'pull_request' && matrix.integration-tests
-        uses: azure/login@v2
+        uses: azure/login@a457da9ea143d694b1b9c7c869ebb04ebe844ef5 # v2
        with:
          client-id: ${{ secrets.AZURE_CLIENT_ID }}
          tenant-id: ${{ secrets.AZURE_TENANT_ID }}
@@ -318,7 +324,7 @@ jobs:
      # Generate test reports and check coverage
      - name: Generate test reports
        if: matrix.targetFramework == env.COVERAGE_FRAMEWORK
-        uses: danielpalme/ReportGenerator-GitHub-Action@5.5.3
+        uses: danielpalme/ReportGenerator-GitHub-Action@2a82782178b2816d9d6960a7345fdd164791b323 # 5.5.3
        with:
          reports: "./TestResults/Coverage/**/*.cobertura.xml"
          targetdir: "./TestResults/Reports"
@@ -326,7 +332,7 @@ jobs:

      - name: Upload coverage report artifact
        if: matrix.targetFramework == env.COVERAGE_FRAMEWORK
-        uses: actions/upload-artifact@v7
+        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
        with:
          name: CoverageReport-${{ matrix.os }}-${{ matrix.targetFramework }}-${{ matrix.configuration }} # Artifact name
          path: ./TestResults/Reports # Directory containing files to upload
@@ -338,7 +344,7 @@ jobs:

      - name: Upload integration test results
        if: always() && github.event_name != 'pull_request' && matrix.integration-tests
-        uses: actions/upload-artifact@v7
+        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
        with:
          name: dotnet-test-results-${{ matrix.targetFramework }}-${{ matrix.os }}
          path: IntegrationTestResults/**/*.junit
@@ -356,7 +362,7 @@ jobs:
    env:
      configuration: Release
    steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
        with:
          persist-credentials: false
          sparse-checkout: |
@@ -365,8 +371,11 @@ jobs:
            dotnet
            python

+      - name: Free runner disk space
+        uses: ./.github/actions/free-runner-disk-space
+
      - name: Setup dotnet
-        uses: actions/setup-dotnet@v5.2.0
+        uses: actions/setup-dotnet@c2fa09f4bde5ebb9d1777cf28262a3eb3db3ced7 # v5.2.0
        with:
          global-json-file: ${{ github.workspace }}/dotnet/global.json

@@ -381,7 +390,7 @@ jobs:
        run: dotnet build dotnet/tests/Foundry.Hosting.IntegrationTests/Foundry.Hosting.IntegrationTests.csproj -c "$configuration" --warnaserror

      - name: Azure CLI Login
-        uses: azure/login@v2
+        uses: azure/login@a457da9ea143d694b1b9c7c869ebb04ebe844ef5 # v2
        with:
          client-id: ${{ secrets.AZURE_CLIENT_ID }}
          tenant-id: ${{ secrets.AZURE_TENANT_ID }}
@@ -442,7 +451,7 @@ jobs:
    runs-on: ubuntu-latest
    environment: integration
    steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
        with:
          persist-credentials: false
          sparse-checkout: |
@@ -452,8 +461,11 @@ jobs:
            python
            declarative-agents

+      - name: Free runner disk space
+        uses: ./.github/actions/free-runner-disk-space
+
      - name: Setup dotnet
-        uses: actions/setup-dotnet@v5.2.0
+        uses: actions/setup-dotnet@c2fa09f4bde5ebb9d1777cf28262a3eb3db3ced7 # v5.2.0
        with:
          global-json-file: ${{ github.workspace }}/dotnet/global.json

@@ -465,7 +477,7 @@ jobs:
          dotnet build ./tests/Microsoft.Agents.AI.Hosting.AzureFunctions.IntegrationTests -c Release -f net10.0 --warnaserror

      - name: Azure CLI Login
-        uses: azure/login@v2
+        uses: azure/login@a457da9ea143d694b1b9c7c869ebb04ebe844ef5 # v2
        with:
          client-id: ${{ secrets.AZURE_CLIENT_ID }}
          tenant-id: ${{ secrets.AZURE_TENANT_ID }}
@@ -522,7 +534,7 @@ jobs:

      - name: Upload functions test results
        if: always()
-        uses: actions/upload-artifact@v7
+        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
        with:
          name: dotnet-test-results-functions-net10.0-ubuntu-latest
          path: IntegrationTestResults/**/*.junit
@@ -560,14 +572,14 @@ jobs:
      - name: Fail workflow if tests failed
        id: check_tests_failed
        if: contains(join(needs.*.result, ','), 'failure')
-        uses: actions/github-script@v8
+        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
        with:
          script: core.setFailed('Integration Tests Failed!')

      - name: Fail workflow if tests cancelled
        id: check_tests_cancelled
        if: contains(join(needs.*.result, ','), 'cancelled')
-        uses: actions/github-script@v8
+        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
        with:
          script: core.setFailed('Integration Tests Cancelled!')

@@ -585,7 +597,7 @@ jobs:
      run:
        working-directory: python
    steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
        with:
          persist-credentials: false
          sparse-checkout: |
@@ -597,12 +609,12 @@ jobs:
          python-version: "3.13"
          os: ${{ runner.os }}
      - name: Download all test results from current run
-        uses: actions/download-artifact@v4
+        uses: actions/download-artifact@d3f86a106a0bac45b974a628896c90dbdf5c8093 # v4
        with:
          pattern: dotnet-test-results-*
          path: dotnet-test-results/
      - name: Restore report history cache
-        uses: actions/cache/restore@v4
+        uses: actions/cache/restore@0057852bfaa89a56745cba8c7296529d2fc39830 # v4
        with:
          path: python/dotnet-integration-report-history.json
          key: dotnet-integration-report-history-${{ github.run_id }}
@@ -619,13 +631,13 @@ jobs:
        run: cat dotnet-integration-test-report.md >> $GITHUB_STEP_SUMMARY
      - name: Save report history cache
        if: always()
-        uses: actions/cache/save@v4
+        uses: actions/cache/save@0057852bfaa89a56745cba8c7296529d2fc39830 # v4
        with:
          path: python/dotnet-integration-report-history.json
          key: dotnet-integration-report-history-${{ github.run_id }}
      - name: Upload trend report
        if: always()
-        uses: actions/upload-artifact@v7
+        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
        with:
          name: dotnet-integration-test-report
          path: |
@@ -30,7 +30,7 @@ jobs:

    steps:
      - name: Check out code
-        uses: actions/checkout@v6
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
        with:
          fetch-depth: 0
          persist-credentials: false
@@ -42,7 +42,7 @@ jobs:
      - name: Get changed files
        id: changed-files
        if: github.event_name == 'pull_request'
-        uses: jitterbit/get-changed-files@v1
+        uses: jitterbit/get-changed-files@b17fbb00bdc0c0f63fcf166580804b4d2cdc2a42 # v1
        continue-on-error: true

      - name: No C# files changed
@@ -29,7 +29,7 @@ jobs:
    environment: integration
    timeout-minutes: 60
    steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
        with:
          ref: ${{ inputs.checkout-ref }}
          persist-credentials: false
@@ -50,7 +50,7 @@ jobs:
          echo "COSMOS_EMULATOR_AVAILABLE=true" >> $env:GITHUB_ENV

      - name: Setup dotnet
-        uses: actions/setup-dotnet@v5.2.0
+        uses: actions/setup-dotnet@c2fa09f4bde5ebb9d1777cf28262a3eb3db3ced7 # v5.2.0
        with:
          global-json-file: ${{ github.workspace }}/dotnet/global.json

@@ -63,7 +63,7 @@ jobs:
          done

      - name: Azure CLI Login
-        uses: azure/login@v2
+        uses: azure/login@a457da9ea143d694b1b9c7c869ebb04ebe844ef5 # v2
        with:
          client-id: ${{ secrets.AZURE_CLIENT_ID }}
          tenant-id: ${{ secrets.AZURE_TENANT_ID }}
@@ -41,7 +41,7 @@ jobs:
    environment: 'integration'
    timeout-minutes: 90
    steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
        with:
          persist-credentials: false
          sparse-checkout: |
@@ -52,13 +52,13 @@ jobs:
            declarative-agents

      - name: Setup dotnet
-        uses: actions/setup-dotnet@v5.2.0
+        uses: actions/setup-dotnet@c2fa09f4bde5ebb9d1777cf28262a3eb3db3ced7 # v5.2.0
        with:
          global-json-file: ${{ github.workspace }}/dotnet/global.json

      - name: Azure CLI Login
        if: github.event_name != 'pull_request'
-        uses: azure/login@v2
+        uses: azure/login@a457da9ea143d694b1b9c7c869ebb04ebe844ef5 # v2
        with:
          client-id: ${{ secrets.AZURE_CLIENT_ID }}
          tenant-id: ${{ secrets.AZURE_TENANT_ID }}
@@ -123,7 +123,7 @@ jobs:

      - name: Upload results
        if: always()
-        uses: actions/upload-artifact@v7
+        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
        with:
          name: verify-samples-results
          path: |
@@ -53,7 +53,7 @@ jobs:
          echo "repo=${GITHUB_REPOSITORY}" >> "$GITHUB_OUTPUT"

      - name: Checkout scripts
-        uses: actions/checkout@v6
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
        with:
          sparse-checkout: .github/scripts
          fetch-depth: 1
@@ -61,7 +61,7 @@ jobs:

      - name: Check issue author team membership
        id: check
-        uses: actions/github-script@v8
+        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
        env:
          TEAM_NAME: ${{ secrets.DEVELOPER_TEAM }}
          ISSUE_NUMBER: ${{ steps.issue.outputs.issue_number }}
@@ -93,7 +93,7 @@ jobs:
    steps:
      # Safe checkout: base repo only.
      - name: Checkout target repo base
-        uses: actions/checkout@v6
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
        with:
          fetch-depth: 0
          persist-credentials: false
@@ -101,7 +101,7 @@ jobs:

      # Private DevFlow (maf-dashboard) checkout.
      - name: Checkout DevFlow
-        uses: actions/checkout@v6
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
        with:
          repository: ${{ env.DEVFLOW_REPOSITORY }}
          ref: ${{ env.DEVFLOW_REF }}
@@ -111,12 +111,12 @@ jobs:
          path: devflow

      - name: Set up Python
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065 # v5
        with:
          python-version: "3.13"

      - name: Set up uv
-        uses: astral-sh/setup-uv@v7
+        uses: astral-sh/setup-uv@37802adc94f370d6bfd71619e3f0bf239e1f3b78 # v7
        with:
          version: "0.11.x"
          enable-cache: true
@@ -126,7 +126,7 @@ jobs:
        run: uv sync --frozen

      - name: Azure CLI Login
-        uses: azure/login@v2
+        uses: azure/login@a457da9ea143d694b1b9c7c869ebb04ebe844ef5 # v2
        with:
          client-id: ${{ secrets.AZURE_CLIENT_ID }}
          tenant-id: ${{ secrets.AZURE_TENANT_ID }}
@@ -137,6 +137,7 @@ jobs:
        working-directory: ${{ env.DEVFLOW_PATH }}
        env:
          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          DEVFLOW_TOKEN: ${{ secrets.DEVFLOW_TOKEN }}
          SK_REPO_PATH: ${{ env.TARGET_REPO_PATH }}
          AGENT_REPO_PATH: ${{ env.TARGET_REPO_PATH }}
          ISSUE_REPO: ${{ needs.team_check.outputs.repo }}
@@ -13,7 +13,7 @@ jobs:
    permissions:
      issues: write
    steps:
-      - uses: actions/github-script@v8
+      - uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
        with:
          github-token: ${{ secrets.GH_ACTIONS_PR_WRITE }}
          script: |
@@ -16,6 +16,6 @@ jobs:
      pull-requests: write

    steps:
-      - uses: actions/labeler@v6
+      - uses: actions/labeler@f27b608878404679385c85cfa523b85ccb86e213 # v6
        with:
          repo-token: "${{ secrets.GH_ACTIONS_PR_WRITE }}"
@@ -15,7 +15,7 @@ jobs:
      pull-requests: write

    steps:
-      - uses: actions/github-script@v8
+      - uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
        name: "Issue/PR: update title"
        with:
          github-token: ${{ secrets.GITHUB_TOKEN }}
@@ -0,0 +1,83 @@
+name: Limit community pull requests
+
+on:
+  pull_request_target:
+    types: [opened, reopened]
+
+permissions:
+  contents: read
+  issues: write
+  pull-requests: write
+
+concurrency:
+  group: pr-limit-${{ github.repository }}-${{ github.event.pull_request.user.login }}
+  cancel-in-progress: false
+
+env:
+  MAX_OPEN_PULL_REQUESTS: '10'
+  PR_LIMIT_EXEMPT_LABEL: pr-limit-exempt
+  TOO_MANY_PRS_LABEL: too-many-prs
+
+jobs:
+  team_check:
+    runs-on: ubuntu-latest
+    outputs:
+      is_team_member: ${{ steps.check.outputs.is_team_member }}
+    steps:
+      - name: Checkout scripts
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        with:
+          sparse-checkout: .github/scripts
+          fetch-depth: 1
+          persist-credentials: false
+
+      - name: Check PR author team membership
+        id: check
+        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
+        env:
+          TEAM_NAME: ${{ secrets.DEVELOPER_TEAM }}
+          PR_NUMBER: ${{ github.event.pull_request.number }}
+        with:
+          github-token: ${{ secrets.GH_ACTIONS_PR_WRITE }}
+          script: |
+            const checkTeamMembership = require('./.github/scripts/check_team_membership.js');
+            const { author, isTeamMember } = await checkTeamMembership({
+              github,
+              context,
+              core,
+              teamSlug: process.env.TEAM_NAME,
+              issueNumber: process.env.PR_NUMBER,
+            });
+            core.setOutput('is_team_member', isTeamMember ? 'true' : 'false');
+            if (isTeamMember) {
+              core.info(`Author ${author} is a team member; skipping open PR limit.`);
+            } else {
+              core.info(`Author ${author} is not a team member; checking open PR limit.`);
+            }
+
+  limit_open_prs:
+    runs-on: ubuntu-latest
+    needs: team_check
+    if: ${{ needs.team_check.outputs.is_team_member == 'false' }}
+    steps:
+      - name: Checkout scripts
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        with:
+          sparse-checkout: .github/scripts
+          fetch-depth: 1
+          persist-credentials: false
+
+      - name: Enforce open PR limit
+        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
+        with:
+          github-token: ${{ secrets.GH_ACTIONS_PR_WRITE }}
+          script: |
+            const { enforcePrLimit } = require('./.github/scripts/pr_limit_moderation.js');
+            await enforcePrLimit({
+              github,
+              context,
+              core,
+              exemptLabelName: process.env.PR_LIMIT_EXEMPT_LABEL,
+              maxOpenPrs: Number.parseInt(process.env.MAX_OPEN_PULL_REQUESTS, 10),
+              labelName: process.env.TOO_MANY_PRS_LABEL,
+            });
@@ -19,13 +19,21 @@ jobs:
    runs-on: ubuntu-22.04
    # check out the latest version of the code
    steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
        with:
          persist-credentials: false

+      - name: Set up Node.js
+        uses: actions/setup-node@v4
+        with:
+          node-version: 20
+
+      - name: Install Chrome for Puppeteer
+        run: npx puppeteer browsers install chrome
+
      # Checks the status of hyperlinks in all files
      - name: Run linkspector
-        uses: umbrelladocs/action-linkspector@v1
+        uses: umbrelladocs/action-linkspector@963b6264d7de32c904942a70b488d3407453049e # v1
        with:
          reporter: local
          filter_mode: nofilter
@@ -19,7 +19,7 @@ jobs:
    steps:
      - name: Wait for required checks
        if: github.event_name == 'pull_request'
-        uses: actions/github-script@v8
+        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
        env:
          TIMEOUT_SECONDS: "3600"
          INTERVAL_SECONDS: "30"
@@ -27,7 +27,7 @@ jobs:
    env:
      UV_PYTHON: ${{ matrix.python-version }}
    steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
        with:
          fetch-depth: 0
      - name: Set up python and install the project
@@ -38,11 +38,11 @@ jobs:
          os: ${{ runner.os }}
        env:
          UV_CACHE_DIR: /tmp/.uv-cache
-      - uses: actions/cache@v5
+      - uses: actions/cache@27d5ce7f107fe9357f9df03efb73ab90386fccae # v5
        with:
          path: ~/.cache/prek
          key: prek|${{ matrix.python-version }}|${{ hashFiles('python/.pre-commit-config.yaml') }}
-      - uses: j178/prek-action@v1
+      - uses: j178/prek-action@0bb87d7f00b0c99306c8bcb8b8beba1eb581c037 # v1
        name: Run Pre-commit Hooks (excluding poe-check)
        env:
          SKIP: poe-check
@@ -64,7 +64,7 @@ jobs:
    env:
      UV_PYTHON: ${{ matrix.python-version }}
    steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
        with:
          fetch-depth: 0
      - name: Set up python and install the project
@@ -93,7 +93,7 @@ jobs:
    env:
      UV_PYTHON: ${{ matrix.python-version }}
    steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
        with:
          fetch-depth: 0
      - name: Set up python and install the project
@@ -124,7 +124,7 @@ jobs:
    env:
      UV_PYTHON: ${{ matrix.python-version }}
    steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
        with:
          fetch-depth: 0
      - name: Set up python and install the project
@@ -22,7 +22,7 @@ jobs:
      UV_PYTHON: "3.13"
      GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
    steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
        with:
          fetch-depth: 0

@@ -44,7 +44,7 @@ jobs:
      - name: Upload dependency range report
        # Always publish the report so failures are inspectable even when validation fails.
        if: always()
-        uses: actions/upload-artifact@v7
+        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
        with:
          name: dependency-range-results
          path: python/scripts/dependencies/dependency-range-results.json
@@ -53,7 +53,7 @@ jobs:
      - name: Create issues for failed dependency candidates
        # Always process the report so failed candidates create actionable tracking issues.
        if: always()
-        uses: actions/github-script@v8
+        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
        with:
          script: |
            const fs = require("fs")
@@ -18,7 +18,7 @@ jobs:
      UV_PYTHON: "3.13"
      GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
    steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
        with:
          fetch-depth: 0

@@ -24,9 +24,9 @@ jobs:
      run:
        working-directory: python
    steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
      - name: Set up uv
-        uses: astral-sh/setup-uv@v7
+        uses: astral-sh/setup-uv@37802adc94f370d6bfd71619e3f0bf239e1f3b78 # v7
        with:
          version-file: "python/pyproject.toml"
          enable-cache: true
@@ -36,7 +36,7 @@ jobs:
      run:
        working-directory: python
    steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
        with:
          ref: ${{ inputs.checkout-ref }}
          persist-credentials: false
@@ -69,7 +69,7 @@ jobs:
      run:
        working-directory: python
    steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
        with:
          ref: ${{ inputs.checkout-ref }}
          persist-credentials: false
@@ -90,7 +90,7 @@ jobs:
          --junitxml=pytest.xml
      - name: Upload test results
        if: always()
-        uses: actions/upload-artifact@v7
+        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
        with:
          name: test-results-openai
          path: ./python/pytest.xml
@@ -112,7 +112,7 @@ jobs:
      run:
        working-directory: python
    steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
        with:
          ref: ${{ inputs.checkout-ref }}
          persist-credentials: false
@@ -123,7 +123,7 @@ jobs:
          python-version: ${{ env.UV_PYTHON }}
          os: ${{ runner.os }}
      - name: Azure CLI Login
-        uses: azure/login@v2
+        uses: azure/login@a457da9ea143d694b1b9c7c869ebb04ebe844ef5 # v2
        with:
          client-id: ${{ secrets.AZURE_CLIENT_ID }}
          tenant-id: ${{ secrets.AZURE_TENANT_ID }}
@@ -141,7 +141,7 @@ jobs:
          --junitxml=pytest.xml
      - name: Upload test results
        if: always()
-        uses: actions/upload-artifact@v7
+        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
        with:
          name: test-results-azure-openai
          path: ./python/pytest.xml
@@ -163,7 +163,7 @@ jobs:
      run:
        working-directory: python
    steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
        with:
          ref: ${{ inputs.checkout-ref }}
          persist-credentials: false
@@ -177,7 +177,7 @@ jobs:
        run: curl -fsSL https://ollama.com/install.sh | sh
        working-directory: .
      - name: Cache Ollama models
-        uses: actions/cache@v4
+        uses: actions/cache@0057852bfaa89a56745cba8c7296529d2fc39830 # v4
        with:
          path: ~/.ollama/models
          key: ollama-models-qwen2.5-1.5b-nomic-embed-text-v1
@@ -231,7 +231,7 @@ jobs:
          --junitxml=pytest.xml
      - name: Upload test results
        if: always()
-        uses: actions/upload-artifact@v7
+        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
        with:
          name: test-results-misc
          path: ./python/pytest.xml
@@ -283,7 +283,7 @@ jobs:
      run:
        working-directory: python
    steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
        with:
          ref: ${{ inputs.checkout-ref }}
          persist-credentials: false
@@ -294,7 +294,7 @@ jobs:
          python-version: ${{ env.UV_PYTHON }}
          os: ${{ runner.os }}
      - name: Azure CLI Login
-        uses: azure/login@v2
+        uses: azure/login@a457da9ea143d694b1b9c7c869ebb04ebe844ef5 # v2
        with:
          client-id: ${{ secrets.AZURE_CLIENT_ID }}
          tenant-id: ${{ secrets.AZURE_TENANT_ID }}
@@ -315,7 +315,7 @@ jobs:
          --junitxml=pytest.xml
      - name: Upload test results
        if: always()
-        uses: actions/upload-artifact@v7
+        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
        with:
          name: test-results-functions
          path: ./python/pytest.xml
@@ -341,7 +341,7 @@ jobs:
      run:
        working-directory: python
    steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
        with:
          ref: ${{ inputs.checkout-ref }}
          persist-credentials: false
@@ -352,7 +352,7 @@ jobs:
          python-version: ${{ env.UV_PYTHON }}
          os: ${{ runner.os }}
      - name: Azure CLI Login
-        uses: azure/login@v2
+        uses: azure/login@a457da9ea143d694b1b9c7c869ebb04ebe844ef5 # v2
        with:
          client-id: ${{ secrets.AZURE_CLIENT_ID }}
          tenant-id: ${{ secrets.AZURE_TENANT_ID }}
@@ -369,7 +369,7 @@ jobs:
          --junitxml=pytest.xml
      - name: Upload test results
        if: always()
-        uses: actions/upload-artifact@v7
+        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
        with:
          name: test-results-foundry
          path: ./python/pytest.xml
@@ -388,7 +388,7 @@ jobs:
      run:
        working-directory: python
    steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
        with:
          ref: ${{ inputs.checkout-ref }}
          persist-credentials: false
@@ -399,7 +399,7 @@ jobs:
          python-version: ${{ env.UV_PYTHON }}
          os: ${{ runner.os }}
      - name: Azure CLI Login
-        uses: azure/login@v2
+        uses: azure/login@a457da9ea143d694b1b9c7c869ebb04ebe844ef5 # v2
        with:
          client-id: ${{ secrets.AZURE_CLIENT_ID }}
          tenant-id: ${{ secrets.AZURE_TENANT_ID }}
@@ -416,7 +416,7 @@ jobs:
          --junitxml=pytest.xml
      - name: Upload test results
        if: always()
-        uses: actions/upload-artifact@v7
+        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
        with:
          name: test-results-foundry-hosting
          path: ./python/pytest.xml
@@ -443,7 +443,7 @@ jobs:
      run:
        working-directory: python
    steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
        with:
          ref: ${{ inputs.checkout-ref }}
          persist-credentials: false
@@ -468,7 +468,7 @@ jobs:
        run: uv run --directory packages/azure-cosmos poe integration-tests -n logical --dist worksteal --timeout=120 --session-timeout=900 --timeout_method thread --retries 2 --retry-delay 5 --junitxml=${{ github.workspace }}/python/pytest.xml
      - name: Upload test results
        if: always()
-        uses: actions/upload-artifact@v7
+        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
        with:
          name: test-results-cosmos
          path: ./python/pytest.xml
@@ -496,7 +496,7 @@ jobs:
      run:
        working-directory: python
    steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
        with:
          ref: ${{ inputs.checkout-ref }}
          persist-credentials: false
@@ -506,12 +506,12 @@ jobs:
          python-version: ${{ env.UV_PYTHON }}
          os: ${{ runner.os }}
      - name: Download all test results from current run
-        uses: actions/download-artifact@v4
+        uses: actions/download-artifact@d3f86a106a0bac45b974a628896c90dbdf5c8093 # v4
        with:
          pattern: test-results-*
          path: test-results/
      - name: Restore report history cache
-        uses: actions/cache/restore@v4
+        uses: actions/cache/restore@0057852bfaa89a56745cba8c7296529d2fc39830 # v4
        with:
          path: python/integration-report-history.json
          key: integration-report-history-integration-${{ github.run_id }}
@@ -528,13 +528,13 @@ jobs:
        run: cat integration-test-report.md >> $GITHUB_STEP_SUMMARY
      - name: Save report history cache
        if: always()
-        uses: actions/cache/save@v4
+        uses: actions/cache/save@0057852bfaa89a56745cba8c7296529d2fc39830 # v4
        with:
          path: python/integration-report-history.json
          key: integration-report-history-integration-${{ github.run_id }}
      - name: Upload unified trend report
        if: always()
-        uses: actions/upload-artifact@v7
+        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
        with:
          name: integration-test-report
          path: |
@@ -558,12 +558,12 @@ jobs:
    steps:
      - name: Fail workflow if tests failed
        if: contains(join(needs.*.result, ','), 'failure')
-        uses: actions/github-script@v8
+        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
        with:
          script: core.setFailed('Integration Tests Failed!')

      - name: Fail workflow if tests cancelled
        if: contains(join(needs.*.result, ','), 'cancelled')
-        uses: actions/github-script@v8
+        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
        with:
          script: core.setFailed('Integration Tests Cancelled!')
@@ -24,8 +24,8 @@ jobs:
    outputs:
      pythonChanges: ${{ steps.filter.outputs.python}}
    steps:
-      - uses: actions/checkout@v6
-      - uses: dorny/paths-filter@v3
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+      - uses: dorny/paths-filter@d1c1ffe0248fe513906c8e24db8ea791d46f8590 # v3
        id: filter
        with:
          filters: |
@@ -59,7 +59,7 @@ jobs:
      run:
        working-directory: python
    steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6

      - name: Set up python and install the project
        id: python-setup
@@ -94,7 +94,7 @@ jobs:
      # Surface failing tests
      - name: Surface failing tests
        if: always()
-        uses: pmeier/pytest-results-action@v0.7.2
+        uses: pmeier/pytest-results-action@20b595761ba9bf89e115e875f8bc863f913bc8ad # v0.7.2
        with:
          path: ./python/packages/lab/**.xml
          summary: true
@@ -41,8 +41,8 @@ jobs:
      foundryHostingChanged: ${{ steps.filter.outputs.foundry_hosting }}
      cosmosChanged: ${{ steps.filter.outputs.cosmos }}
    steps:
-      - uses: actions/checkout@v6
-      - uses: dorny/paths-filter@v3
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+      - uses: dorny/paths-filter@d1c1ffe0248fe513906c8e24db8ea791d46f8590 # v3
        id: filter
        with:
          filters: |
@@ -106,7 +106,7 @@ jobs:
      run:
        working-directory: python
    steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
      - name: Set up python and install the project
        id: python-setup
        uses: ./.github/actions/python-setup
@@ -123,7 +123,7 @@ jobs:
        working-directory: ./python
      - name: Surface failing tests
        if: always()
-        uses: pmeier/pytest-results-action@v0.7.2
+        uses: pmeier/pytest-results-action@20b595761ba9bf89e115e875f8bc863f913bc8ad # v0.7.2
        with:
          path: ./python/pytest.xml
          summary: true
@@ -153,7 +153,7 @@ jobs:
      run:
        working-directory: python
    steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
      - name: Set up python and install the project
        id: python-setup
        uses: ./.github/actions/python-setup
@@ -177,7 +177,7 @@ jobs:
        working-directory: ./python
      - name: Surface failing tests
        if: always()
-        uses: pmeier/pytest-results-action@v0.7.2
+        uses: pmeier/pytest-results-action@20b595761ba9bf89e115e875f8bc863f913bc8ad # v0.7.2
        with:
          path: ./python/pytest.xml
          summary: true
@@ -186,7 +186,7 @@ jobs:
          title: OpenAI integration test results
      - name: Upload test results
        if: always()
-        uses: actions/upload-artifact@v7
+        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
        with:
          name: test-results-openai
          path: ./python/pytest.xml
@@ -214,7 +214,7 @@ jobs:
      run:
        working-directory: python
    steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
      - name: Set up python and install the project
        id: python-setup
        uses: ./.github/actions/python-setup
@@ -223,7 +223,7 @@ jobs:
          os: ${{ runner.os }}
      - name: Azure CLI Login
        if: github.event_name != 'pull_request'
-        uses: azure/login@v2
+        uses: azure/login@a457da9ea143d694b1b9c7c869ebb04ebe844ef5 # v2
        with:
          client-id: ${{ secrets.AZURE_CLIENT_ID }}
          tenant-id: ${{ secrets.AZURE_TENANT_ID }}
@@ -247,7 +247,7 @@ jobs:
        working-directory: ./python
      - name: Surface failing tests
        if: always()
-        uses: pmeier/pytest-results-action@v0.7.2
+        uses: pmeier/pytest-results-action@20b595761ba9bf89e115e875f8bc863f913bc8ad # v0.7.2
        with:
          path: ./python/pytest.xml
          summary: true
@@ -256,7 +256,7 @@ jobs:
          title: Azure OpenAI integration test results
      - name: Upload test results
        if: always()
-        uses: actions/upload-artifact@v7
+        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
        with:
          name: test-results-azure-openai
          path: ./python/pytest.xml
@@ -284,7 +284,7 @@ jobs:
      run:
        working-directory: python
    steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
      - name: Set up python and install the project
        id: python-setup
        uses: ./.github/actions/python-setup
@@ -295,7 +295,7 @@ jobs:
        run: curl -fsSL https://ollama.com/install.sh | sh
        working-directory: .
      - name: Cache Ollama models
-        uses: actions/cache@v4
+        uses: actions/cache@0057852bfaa89a56745cba8c7296529d2fc39830 # v4
        with:
          path: ~/.ollama/models
          key: ollama-models-qwen2.5-1.5b-nomic-embed-text-v1
@@ -370,7 +370,7 @@ jobs:
          kill -KILL -- "-$server_pid" 2>/dev/null || kill -KILL "$server_pid" 2>/dev/null || true
      - name: Surface failing tests
        if: always()
-        uses: pmeier/pytest-results-action@v0.7.2
+        uses: pmeier/pytest-results-action@20b595761ba9bf89e115e875f8bc863f913bc8ad # v0.7.2
        with:
          path: ./python/pytest.xml
          summary: true
@@ -379,7 +379,7 @@ jobs:
          title: Misc integration test results
      - name: Upload test results
        if: always()
-        uses: actions/upload-artifact@v7
+        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
        with:
          name: test-results-misc
          path: ./python/pytest.xml
@@ -417,7 +417,7 @@ jobs:
      run:
        working-directory: python
    steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
      - name: Set up python and install the project
        id: python-setup
        uses: ./.github/actions/python-setup
@@ -426,7 +426,7 @@ jobs:
          os: ${{ runner.os }}
      - name: Azure CLI Login
        if: github.event_name != 'pull_request'
-        uses: azure/login@v2
+        uses: azure/login@a457da9ea143d694b1b9c7c869ebb04ebe844ef5 # v2
        with:
          client-id: ${{ secrets.AZURE_CLIENT_ID }}
          tenant-id: ${{ secrets.AZURE_TENANT_ID }}
@@ -448,7 +448,7 @@ jobs:
        working-directory: ./python
      - name: Surface failing tests
        if: always()
-        uses: pmeier/pytest-results-action@v0.7.2
+        uses: pmeier/pytest-results-action@20b595761ba9bf89e115e875f8bc863f913bc8ad # v0.7.2
        with:
          path: ./python/pytest.xml
          summary: true
@@ -457,7 +457,7 @@ jobs:
          title: Functions integration test results
      - name: Upload test results
        if: always()
-        uses: actions/upload-artifact@v7
+        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
        with:
          name: test-results-functions
          path: ./python/pytest.xml
@@ -488,7 +488,7 @@ jobs:
      run:
        working-directory: python
    steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
      - name: Set up python and install the project
        id: python-setup
        uses: ./.github/actions/python-setup
@@ -497,7 +497,7 @@ jobs:
          os: ${{ runner.os }}
      - name: Azure CLI Login
        if: github.event_name != 'pull_request'
-        uses: azure/login@v2
+        uses: azure/login@a457da9ea143d694b1b9c7c869ebb04ebe844ef5 # v2
        with:
          client-id: ${{ secrets.AZURE_CLIENT_ID }}
          tenant-id: ${{ secrets.AZURE_TENANT_ID }}
@@ -515,7 +515,7 @@ jobs:
        working-directory: ./python
      - name: Surface failing tests
        if: always()
-        uses: pmeier/pytest-results-action@v0.7.2
+        uses: pmeier/pytest-results-action@20b595761ba9bf89e115e875f8bc863f913bc8ad # v0.7.2
        with:
          path: ./python/pytest.xml
          summary: true
@@ -524,7 +524,7 @@ jobs:
          title: Test results
      - name: Upload test results
        if: always()
-        uses: actions/upload-artifact@v7
+        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
        with:
          name: test-results-foundry
          path: ./python/pytest.xml
@@ -549,7 +549,7 @@ jobs:
      run:
        working-directory: python
    steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
      - name: Set up python and install the project
        id: python-setup
        uses: ./.github/actions/python-setup
@@ -558,7 +558,7 @@ jobs:
          os: ${{ runner.os }}
      - name: Azure CLI Login
        if: github.event_name != 'pull_request'
-        uses: azure/login@v2
+        uses: azure/login@a457da9ea143d694b1b9c7c869ebb04ebe844ef5 # v2
        with:
          client-id: ${{ secrets.AZURE_CLIENT_ID }}
          tenant-id: ${{ secrets.AZURE_TENANT_ID }}
@@ -576,7 +576,7 @@ jobs:
        working-directory: ./python
      - name: Surface failing tests
        if: always()
-        uses: pmeier/pytest-results-action@v0.7.2
+        uses: pmeier/pytest-results-action@20b595761ba9bf89e115e875f8bc863f913bc8ad # v0.7.2
        with:
          path: ./python/pytest.xml
          summary: true
@@ -585,7 +585,7 @@ jobs:
          title: Foundry Hosting integration test results
      - name: Upload test results
        if: always()
-        uses: actions/upload-artifact@v7
+        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
        with:
          name: test-results-foundry-hosting
          path: ./python/pytest.xml
@@ -620,7 +620,7 @@ jobs:
      run:
        working-directory: python
    steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
      - name: Set up python and install the project
        id: python-setup
        uses: ./.github/actions/python-setup
@@ -643,7 +643,7 @@ jobs:
        working-directory: ./python
      - name: Surface failing tests
        if: always()
-        uses: pmeier/pytest-results-action@v0.7.2
+        uses: pmeier/pytest-results-action@20b595761ba9bf89e115e875f8bc863f913bc8ad # v0.7.2
        with:
          path: ./python/pytest.xml
          summary: true
@@ -652,7 +652,7 @@ jobs:
          title: Cosmos integration test results
      - name: Upload test results
        if: always()
-        uses: actions/upload-artifact@v7
+        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
        with:
          name: test-results-cosmos
          path: ./python/pytest.xml
@@ -680,19 +680,19 @@ jobs:
      run:
        working-directory: python
    steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
      - name: Set up python and install the project
        uses: ./.github/actions/python-setup
        with:
          python-version: ${{ env.UV_PYTHON }}
          os: ${{ runner.os }}
      - name: Download all test results from current run
-        uses: actions/download-artifact@v4
+        uses: actions/download-artifact@d3f86a106a0bac45b974a628896c90dbdf5c8093 # v4
        with:
          pattern: test-results-*
          path: test-results/
      - name: Restore report history cache
-        uses: actions/cache/restore@v4
+        uses: actions/cache/restore@0057852bfaa89a56745cba8c7296529d2fc39830 # v4
        with:
          path: python/integration-report-history.json
          key: integration-report-history-merge-${{ github.run_id }}
@@ -709,13 +709,13 @@ jobs:
        run: cat integration-test-report.md >> $GITHUB_STEP_SUMMARY
      - name: Save report history cache
        if: always()
-        uses: actions/cache/save@v4
+        uses: actions/cache/save@0057852bfaa89a56745cba8c7296529d2fc39830 # v4
        with:
          path: python/integration-report-history.json
          key: integration-report-history-merge-${{ github.run_id }}
      - name: Upload unified trend report
        if: always()
-        uses: actions/upload-artifact@v7
+        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
        with:
          name: integration-test-report
          path: |
@@ -740,13 +740,13 @@ jobs:
      - name: Fail workflow if tests failed
        id: check_tests_failed
        if: contains(join(needs.*.result, ','), 'failure')
-        uses: actions/github-script@v8
+        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
        with:
          script: core.setFailed('Integration Tests Failed!')

      - name: Fail workflow if tests cancelled
        id: check_tests_cancelled
        if: contains(join(needs.*.result, ','), 'cancelled')
-        uses: actions/github-script@v8
+        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
        with:
          script: core.setFailed('Integration Tests Cancelled!')
@@ -23,7 +23,7 @@ jobs:
      run:
        working-directory: python
    steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
      - name: Set up python and install the project
        id: python-setup
        uses: ./.github/actions/python-setup
@@ -56,7 +56,7 @@ jobs:
      - name: Build the package
        run: uv run poe --directory packages/${{ env.PACKAGE }} build
      - name: Release
-        uses: softprops/action-gh-release@v2
+        uses: softprops/action-gh-release@3bb12739c298aeb8a4eeaf626c5b8d85266b0e65 # v2
        with:
          files: |
            python/dist/*
@@ -29,7 +29,7 @@ jobs:
      run:
        working-directory: python
    steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6

      - name: Setup environment
        uses: ./.github/actions/sample-validation-setup
@@ -49,7 +49,7 @@ jobs:
          cd scripts && uv run python -m sample_validation --subdir 01-get-started --save-report --report-name 01-get-started

      - name: Upload validation report
-        uses: actions/upload-artifact@v7
+        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
        if: always()
        with:
          name: validation-report-01-get-started
@@ -82,7 +82,7 @@ jobs:
      run:
        working-directory: python
    steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6

      - name: Setup environment
        uses: ./.github/actions/sample-validation-setup
@@ -111,7 +111,7 @@ jobs:
          cd scripts && uv run python -m sample_validation --subdir 02-agents --exclude providers --save-report --report-name 02-agents

      - name: Upload validation report
-        uses: actions/upload-artifact@v7
+        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
        if: always()
        with:
          name: validation-report-02-agents
@@ -130,7 +130,7 @@ jobs:
      run:
        working-directory: python
    steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6

      - name: Setup environment
        uses: ./.github/actions/sample-validation-setup
@@ -152,7 +152,7 @@ jobs:
          cd scripts && uv run python -m sample_validation --subdir 02-agents/providers/openai --save-report --report-name 02-agents-openai

      - name: Upload validation report
-        uses: actions/upload-artifact@v7
+        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
        if: always()
        with:
          name: validation-report-02-agents-openai
@@ -170,7 +170,7 @@ jobs:
      run:
        working-directory: python
    steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6

      - name: Setup environment
        uses: ./.github/actions/sample-validation-setup
@@ -191,7 +191,7 @@ jobs:
          cd scripts && uv run python -m sample_validation --subdir 02-agents/providers/azure --save-report --report-name 02-agents-azure

      - name: Upload validation report
-        uses: actions/upload-artifact@v7
+        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
        if: always()
        with:
          name: validation-report-02-agents-azure
@@ -208,7 +208,7 @@ jobs:
      run:
        working-directory: python
    steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6

      - name: Setup environment
        uses: ./.github/actions/sample-validation-setup
@@ -228,7 +228,7 @@ jobs:
          cd scripts && uv run python -m sample_validation --subdir 02-agents/providers/anthropic --save-report --report-name 02-agents-anthropic

      - name: Upload validation report
-        uses: actions/upload-artifact@v7
+        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
        if: always()
        with:
          name: validation-report-02-agents-anthropic
@@ -242,7 +242,7 @@ jobs:
      run:
        working-directory: python
    steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6

      - name: Setup environment
        uses: ./.github/actions/sample-validation-setup
@@ -257,7 +257,7 @@ jobs:
          cd scripts && uv run python -m sample_validation --subdir 02-agents/providers/github_copilot --save-report --report-name 02-agents-github-copilot

      - name: Upload validation report
-        uses: actions/upload-artifact@v7
+        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
        if: always()
        with:
          name: validation-report-02-agents-github-copilot
@@ -274,7 +274,7 @@ jobs:
      run:
        working-directory: python
    steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6

      - name: Setup environment
        uses: ./.github/actions/sample-validation-setup
@@ -289,7 +289,7 @@ jobs:
          cd scripts && uv run python -m sample_validation --subdir 02-agents/providers/amazon --save-report --report-name 02-agents-amazon

      - name: Upload validation report
-        uses: actions/upload-artifact@v7
+        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
        if: always()
        with:
          name: validation-report-02-agents-amazon
@@ -306,7 +306,7 @@ jobs:
      run:
        working-directory: python
    steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6

      - name: Setup environment
        uses: ./.github/actions/sample-validation-setup
@@ -321,7 +321,7 @@ jobs:
          cd scripts && uv run python -m sample_validation --subdir 02-agents/providers/ollama --save-report --report-name 02-agents-ollama

      - name: Upload validation report
-        uses: actions/upload-artifact@v7
+        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
        if: always()
        with:
          name: validation-report-02-agents-ollama
@@ -341,7 +341,7 @@ jobs:
      run:
        working-directory: python
    steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6

      - name: Setup environment
        uses: ./.github/actions/sample-validation-setup
@@ -363,7 +363,7 @@ jobs:
          cd scripts && uv run python -m sample_validation --subdir 02-agents/providers/foundry --save-report --report-name 02-agents-foundry

      - name: Upload validation report
-        uses: actions/upload-artifact@v7
+        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
        if: always()
        with:
          name: validation-report-02-agents-foundry
@@ -383,7 +383,7 @@ jobs:
      run:
        working-directory: python
    steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6

      - name: Setup environment
        uses: ./.github/actions/sample-validation-setup
@@ -405,7 +405,7 @@ jobs:
          cd scripts && uv run python -m sample_validation --subdir 02-agents/providers/copilotstudio --save-report --report-name 02-agents-copilotstudio

      - name: Upload validation report
-        uses: actions/upload-artifact@v7
+        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
        if: always()
        with:
          name: validation-report-02-agents-copilotstudio
@@ -419,7 +419,7 @@ jobs:
      run:
        working-directory: python
    steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6

      - name: Setup environment
        uses: ./.github/actions/sample-validation-setup
@@ -434,7 +434,7 @@ jobs:
          cd scripts && uv run python -m sample_validation --subdir 02-agents/providers/custom --save-report --report-name 02-agents-custom

      - name: Upload validation report
-        uses: actions/upload-artifact@v7
+        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
        if: always()
        with:
          name: validation-report-02-agents-custom
@@ -451,7 +451,7 @@ jobs:
      run:
        working-directory: python
    steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6

      - name: Setup environment
        uses: ./.github/actions/sample-validation-setup
@@ -471,7 +471,7 @@ jobs:
          cd scripts && uv run python -m sample_validation --subdir 03-workflows --save-report --report-name 03-workflows

      - name: Upload validation report
-        uses: actions/upload-artifact@v7
+        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
        if: always()
        with:
          name: validation-report-03-workflows
@@ -491,7 +491,7 @@ jobs:
      run:
        working-directory: python
    steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6

      - name: Setup environment
        uses: ./.github/actions/sample-validation-setup
@@ -506,7 +506,7 @@ jobs:
          cd scripts && uv run python -m sample_validation --subdir 04-hosting --save-report --report-name 04-hosting

      - name: Upload validation report
-        uses: actions/upload-artifact@v7
+        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
        if: always()
        with:
          name: validation-report-04-hosting
@@ -534,7 +534,7 @@ jobs:
      run:
        working-directory: python
    steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6

      - name: Setup environment
        uses: ./.github/actions/sample-validation-setup
@@ -549,7 +549,7 @@ jobs:
          cd scripts && uv run python -m sample_validation --subdir 05-end-to-end --save-report --report-name 05-end-to-end

      - name: Upload validation report
-        uses: actions/upload-artifact@v7
+        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
        if: always()
        with:
          name: validation-report-05-end-to-end
@@ -574,7 +574,7 @@ jobs:
      run:
        working-directory: python
    steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6

      - name: Setup environment
        uses: ./.github/actions/sample-validation-setup
@@ -599,7 +599,7 @@ jobs:
          cd scripts && uv run python -m sample_validation --subdir autogen-migration --save-report --report-name autogen-migration

      - name: Upload validation report
-        uses: actions/upload-artifact@v7
+        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
        if: always()
        with:
          name: validation-report-autogen-migration
@@ -633,7 +633,7 @@ jobs:
      run:
        working-directory: python
    steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6

      - name: Setup environment
        uses: ./.github/actions/sample-validation-setup
@@ -662,7 +662,7 @@ jobs:
          cd scripts && uv run python -m sample_validation --subdir semantic-kernel-migration --save-report --report-name semantic-kernel-migration

      - name: Upload validation report
-        uses: actions/upload-artifact@v7
+        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
        if: always()
        with:
          name: validation-report-semantic-kernel-migration
@@ -690,10 +690,10 @@ jobs:
      - validate-autogen-migration
      - validate-semantic-kernel-migration
    steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6

      - name: Download all validation reports
-        uses: actions/download-artifact@v7
+        uses: actions/download-artifact@37930b1c2abaa49bbe596cd826c3c89aef350131 # v7
        with:
          pattern: validation-report-*
          path: reports/
@@ -701,7 +701,7 @@ jobs:

      - name: Restore validation history
        id: cache-restore
-        uses: actions/cache/restore@v4
+        uses: actions/cache/restore@0057852bfaa89a56745cba8c7296529d2fc39830 # v4
        with:
          path: validation-history/
          key: validation-history-${{ github.run_id }}
@@ -719,13 +719,13 @@ jobs:
        run: cat trend-report.md >> "$GITHUB_STEP_SUMMARY"

      - name: Save validation history
-        uses: actions/cache/save@v4
+        uses: actions/cache/save@0057852bfaa89a56745cba8c7296529d2fc39830 # v4
        with:
          path: validation-history/
          key: validation-history-${{ github.run_id }}

      - name: Upload trend report
-        uses: actions/upload-artifact@v7
+        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
        if: always()
        with:
          name: validation-trend-report
@@ -19,9 +19,9 @@ jobs:
      run:
        working-directory: python
    steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
      - name: Download coverage report
-        uses: actions/download-artifact@v8
+        uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8
        with:
          github-token: ${{ secrets.GH_ACTIONS_PR_WRITE }}
          run-id: ${{ github.event.workflow_run.id }}
@@ -46,7 +46,7 @@ jobs:
          echo "PR_NUMBER=$PR_NUMBER" >> "$GITHUB_ENV"
      - name: Pytest coverage comment
        id: coverageComment
-        uses: MishaKav/pytest-coverage-comment@v1.6.0
+        uses: MishaKav/pytest-coverage-comment@26f986d2599c288bb62f623d29c2da98609e9cd4 # v1.6.0
        with:
          github-token: ${{ secrets.GH_ACTIONS_PR_WRITE }}
          issue-number: ${{ env.PR_NUMBER }}
@@ -22,7 +22,7 @@ jobs:
    env:
      UV_PYTHON: "3.11"
    steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
      # Save the PR number to a file since the workflow_run event
      # in the coverage report workflow does not have access to it
      - name: Save PR number
@@ -42,7 +42,7 @@ jobs:
      - name: Check coverage threshold
        run: python ${{ github.workspace }}/.github/workflows/python-check-coverage.py python-coverage.xml ${{ env.COVERAGE_THRESHOLD }}
      - name: Upload coverage report
-        uses: actions/upload-artifact@v7
+        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
        with:
          path: |
            python/python-coverage.xml
@@ -27,7 +27,7 @@ jobs:
      run:
        working-directory: python
    steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
      - name: Set up python and install the project
        id: python-setup
        uses: ./.github/actions/python-setup
@@ -46,7 +46,7 @@ jobs:
      # Surface failing tests
      - name: Surface failing tests
        if: always()
-        uses: pmeier/pytest-results-action@v0.7.2
+        uses: pmeier/pytest-results-action@20b595761ba9bf89e115e875f8bc863f913bc8ad # v0.7.2
        with:
          path: ./python/pytest.xml
          summary: true
@@ -31,9 +31,9 @@ jobs:
      issues: write
      pull-requests: write
    steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6

-      - uses: actions/setup-python@v5
+      - uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065 # v5
        with:
          python-version: '3.13'

@@ -173,11 +173,11 @@ new SampleDefinition
 ```csharp
 new SampleDefinition
 {
-    Name = "Workflow_Declarative_GenerateCode",
-    ProjectPath = "samples/03-workflows/Declarative/GenerateCode",
+    Name = "Workflow_Visualization",
+    ProjectPath = "samples/03-workflows/Visualization",
    IsDeterministic = true,
-    MustContain = ["WORKFLOW: Parsing", "WORKFLOW: Defined"],
-    ExpectedOutputDescription = ["The output should show a YAML workflow being parsed and C# code being generated from it."],
+    MustContain = ["Generating workflow visualization...", "Mermaid string:", "DiGraph string:"],
+    ExpectedOutputDescription = ["The output should show workflow visualization in Mermaid and DiGraph formats."],
 },
 ```

@@ -22,14 +22,14 @@
    <PackageVersion Include="Aspire.Microsoft.Azure.Cosmos" Version="$(AspireAppHostSdkVersion)" />
    <PackageVersion Include="CommunityToolkit.Aspire.OllamaSharp" Version="13.0.0" />
    <!-- Azure.* -->
-    <PackageVersion Include="Azure.AI.AgentServer.Core" Version="1.0.0-beta.23" />
-    <PackageVersion Include="Azure.AI.AgentServer.Invocations" Version="1.0.0-beta.3" />
-    <PackageVersion Include="Azure.AI.AgentServer.Responses" Version="1.0.0-beta.4" />
+    <PackageVersion Include="Azure.AI.AgentServer.Core" Version="1.0.0-beta.25" />
+    <PackageVersion Include="Azure.AI.AgentServer.Invocations" Version="1.0.0-beta.4" />
+    <PackageVersion Include="Azure.AI.AgentServer.Responses" Version="1.0.0-beta.5" />
    <PackageVersion Include="Azure.Search.Documents" Version="12.0.0" />
-    <PackageVersion Include="Azure.AI.Projects" Version="2.1.0-beta.1" />
+    <PackageVersion Include="Azure.AI.Projects" Version="2.1.0-beta.2" />
    <PackageVersion Include="Azure.AI.Agents.Persistent" Version="1.2.0-beta.10" />
    <PackageVersion Include="Azure.AI.OpenAI" Version="2.9.0-beta.1" />
-    <PackageVersion Include="Azure.Core" Version="1.53.0" />
+    <PackageVersion Include="Azure.Core" Version="1.56.0" />
    <PackageVersion Include="Azure.Identity" Version="1.21.0" />
    <PackageVersion Include="DotNetEnv" Version="3.1.1" />
    <PackageVersion Include="Azure.Monitor.OpenTelemetry.Exporter" Version="1.5.0" />
@@ -44,7 +44,7 @@
    <PackageVersion Include="Microsoft.Bcl.AsyncInterfaces" Version="10.0.6" />
    <PackageVersion Include="Microsoft.Bcl.HashCode" Version="6.0.0" />
    <PackageVersion Include="Microsoft.Bcl.Memory" Version="10.0.5" />
-    <PackageVersion Include="System.ClientModel" Version="1.10.0" />
+    <PackageVersion Include="System.ClientModel" Version="1.12.0" />
    <PackageVersion Include="System.CodeDom" Version="10.0.0" />
    <PackageVersion Include="System.Collections.Immutable" Version="10.0.1" />
    <PackageVersion Include="System.CommandLine" Version="2.0.0-rc.2.25502.107" />
@@ -112,6 +112,7 @@
    <PackageVersion Include="ModelContextProtocol" Version="1.1.0" />
    <!-- Hyperlight -->
    <PackageVersion Include="Hyperlight.HyperlightSandbox.Api" Version="0.4.0" />
+    <PackageVersion Include="Hyperlight.HyperlightSandbox.Guest.Python" Version="0.4.0" />
    <!-- Inference SDKs -->
    <PackageVersion Include="Microsoft.ML.OnnxRuntimeGenAI" Version="0.10.0" />
    <PackageVersion Include="Microsoft.ML.Tokenizers" Version="2.0.0" />
@@ -117,15 +117,18 @@
    <Project Path="samples/02-agents/AgentSkills/Agent_Step03_ClassBasedSkills/Agent_Step03_ClassBasedSkills.csproj" />
    <Project Path="samples/02-agents/AgentSkills/Agent_Step04_MixedSkills/Agent_Step04_MixedSkills.csproj" />
    <Project Path="samples/02-agents/AgentSkills/Agent_Step05_SkillsWithDI/Agent_Step05_SkillsWithDI.csproj" />
+    <Project Path="samples/02-agents/AgentSkills/Agent_Step06_McpBasedSkills/Agent_Step06_McpBasedSkills.csproj" />
  </Folder>
  <Folder Name="/Samples/02-agents/Harness/">
    <File Path="samples/02-agents/Harness/README.md" />
-    <Project Path="samples/02-agents/Harness/Harness_Shared_Console/Harness_Shared_Console.csproj" />
-    <Project Path="samples/02-agents/Harness/Harness_Step01_Research/Harness_Step01_Research.csproj" />
-    <Project Path="samples/02-agents/Harness/Harness_Step02_Research_WithSubAgents/Harness_Step02_Research_WithSubAgents.csproj" />
-    <Project Path="samples/02-agents/Harness/Harness_Step03_DataProcessing/Harness_Step03_DataProcessing.csproj" />
-    <Project Path="samples/02-agents/Harness/ConsoleReactiveFramework/ConsoleReactiveFramework.csproj" />
    <Project Path="samples/02-agents/Harness/ConsoleReactiveComponents/ConsoleReactiveComponents.csproj" />
+    <Project Path="samples/02-agents/Harness/ConsoleReactiveFramework/ConsoleReactiveFramework.csproj" />
+    <Project Path="samples/02-agents/Harness/Harness_Shared_Console/Harness_Shared_Console.csproj" />
+    <Project Path="samples/02-agents/Harness/Harness_Shared_Console_OpenAI/Harness_Shared_Console_OpenAI.csproj" />
+    <Project Path="samples/02-agents/Harness/Harness_Step01_Research/Harness_Step01_Research.csproj" />
+    <Project Path="samples/02-agents/Harness/Harness_Step02_Research_WithBackgroundAgents/Harness_Step02_Research_WithBackgroundAgents.csproj" />
+    <Project Path="samples/02-agents/Harness/Harness_Step03_DataProcessing/Harness_Step03_DataProcessing.csproj" />
+    <Project Path="samples/02-agents/Harness/Harness_Step04_CodeExecution/Harness_Step04_CodeExecution.csproj" />
  </Folder>
  <Folder Name="/Samples/02-agents/AGUI/Step05_StateManagement/">
    <Project Path="samples/02-agents/AGUI/Step05_StateManagement/Client/Client.csproj" />
@@ -171,6 +174,7 @@
    <Project Path="samples/02-agents/AgentsWithFoundry/Agent_Step23_LocalMCP/Agent_Step23_LocalMCP.csproj" />
    <Project Path="samples/02-agents/AgentsWithFoundry/Agent_Step24_CodeInterpreterFileDownload/Agent_Step24_CodeInterpreterFileDownload.csproj" />
    <Project Path="samples/02-agents/AgentsWithFoundry/Agent_Step25_FoundryToolboxMcp/Agent_Step25_FoundryToolboxMcp.csproj" />
+    <Project Path="samples/02-agents/AgentsWithFoundry/Agent_Step26_FoundryToolboxMcpSkills/Agent_Step26_FoundryToolboxMcpSkills.csproj" />
  </Folder>
  <Folder Name="/Samples/02-agents/Evaluation/">
    <Project Path="samples/02-agents/Evaluation/Evaluation_CustomEvals/Evaluation_CustomEvals.csproj" />
@@ -210,6 +214,7 @@
  </Folder>
  <Folder Name="/Samples/02-agents/ModelContextProtocol/">
    <File Path="samples/02-agents/ModelContextProtocol/README.md" />
+    <Project Path="samples/02-agents/ModelContextProtocol/Agent_MCP_LongRunningTask_Client/Agent_MCP_LongRunningTask_Client.csproj" />
    <Project Path="samples/02-agents/ModelContextProtocol/Agent_MCP_Server/Agent_MCP_Server.csproj" />
    <Project Path="samples/02-agents/ModelContextProtocol/Agent_MCP_Server_Auth/Agent_MCP_Server_Auth.csproj" />
    <Project Path="samples/02-agents/ModelContextProtocol/FoundryAgent_Hosted_MCP/FoundryAgent_Hosted_MCP.csproj" />
@@ -238,11 +243,10 @@
    <Project Path="samples/03-workflows/Declarative/ExecuteCode/ExecuteCode.csproj" />
    <Project Path="samples/03-workflows/Declarative/ExecuteWorkflow/ExecuteWorkflow.csproj" />
    <Project Path="samples/03-workflows/Declarative/FunctionTools/FunctionTools.csproj" />
-    <Project Path="samples/03-workflows/Declarative/GenerateCode/GenerateCode.csproj" />
    <Project Path="samples/03-workflows/Declarative/HostedWorkflow/HostedWorkflow.csproj" />
    <Project Path="samples/03-workflows/Declarative/InputArguments/InputArguments.csproj" />
-    <Project Path="samples/03-workflows/Declarative/InvokeFunctionTool/InvokeFunctionTool.csproj" />
    <Project Path="samples/03-workflows/Declarative/InvokeFoundryToolboxMcp/InvokeFoundryToolboxMcp.csproj" />
+    <Project Path="samples/03-workflows/Declarative/InvokeFunctionTool/InvokeFunctionTool.csproj" />
    <Project Path="samples/03-workflows/Declarative/InvokeHttpRequest/InvokeHttpRequest.csproj" />
    <Project Path="samples/03-workflows/Declarative/InvokeMcpTool/InvokeMcpTool.csproj" />
    <Project Path="samples/03-workflows/Declarative/Marketing/Marketing.csproj" />
@@ -279,6 +283,7 @@
  </Folder>
  <Folder Name="/Samples/03-workflows/Orchestration/">
    <Project Path="samples/03-workflows/Orchestration/Handoff/Handoff.csproj" />
+    <Project Path="samples/03-workflows/Orchestration/Magentic/Magentic.csproj" />
  </Folder>
  <Folder Name="/Samples/03-workflows/Observability/">
    <Project Path="samples/03-workflows/Observability/ApplicationInsights/ApplicationInsights.csproj" />
@@ -355,6 +360,9 @@
  <Folder Name="/Samples/04-hosting/FoundryHostedAgents/responses/Hosted-Workflow-Handoff/">
    <Project Path="samples/04-hosting/FoundryHostedAgents/responses/Hosted-Workflow-Handoff/HostedWorkflowHandoff.csproj" />
  </Folder>
+  <Folder Name="/Samples/04-hosting/FoundryHostedAgents/responses/Hosted-AgentSkills/">
+    <Project Path="samples/04-hosting/FoundryHostedAgents/responses/Hosted-AgentSkills/HostedAgentSkills.csproj" />
+  </Folder>
  <Folder Name="/Samples/04-hosting/DurableAgents/" />
  <Folder Name="/Samples/04-hosting/DurableAgents/AzureFunctions/">
    <File Path="samples/04-hosting/DurableAgents/AzureFunctions/.editorconfig" />
@@ -590,15 +598,17 @@
    <Project Path="src/Microsoft.Agents.AI.DurableTask/Microsoft.Agents.AI.DurableTask.csproj" />
    <Project Path="src/Microsoft.Agents.AI.Foundry.Hosting/Microsoft.Agents.AI.Foundry.Hosting.csproj" />
    <Project Path="src/Microsoft.Agents.AI.Foundry/Microsoft.Agents.AI.Foundry.csproj" />
-    <Project Path="src/Microsoft.Agents.AI.Harness/Microsoft.Agents.AI.Harness.csproj" />
    <Project Path="src/Microsoft.Agents.AI.GitHub.Copilot/Microsoft.Agents.AI.GitHub.Copilot.csproj" />
+    <Project Path="src/Microsoft.Agents.AI.Harness/Microsoft.Agents.AI.Harness.csproj" />
    <Project Path="src/Microsoft.Agents.AI.Hosting.A2A.AspNetCore/Microsoft.Agents.AI.Hosting.A2A.AspNetCore.csproj" />
    <Project Path="src/Microsoft.Agents.AI.Hosting.A2A/Microsoft.Agents.AI.Hosting.A2A.csproj" />
    <Project Path="src/Microsoft.Agents.AI.Hosting.AGUI.AspNetCore/Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.csproj" />
    <Project Path="src/Microsoft.Agents.AI.Hosting.AzureFunctions/Microsoft.Agents.AI.Hosting.AzureFunctions.csproj" />
    <Project Path="src/Microsoft.Agents.AI.Hosting.OpenAI/Microsoft.Agents.AI.Hosting.OpenAI.csproj" />
+    <Project Path="src/Microsoft.Agents.AI.Hosting.AspNetCore/Microsoft.Agents.AI.Hosting.AspNetCore.csproj" />
    <Project Path="src/Microsoft.Agents.AI.Hosting/Microsoft.Agents.AI.Hosting.csproj" />
    <Project Path="src/Microsoft.Agents.AI.Hyperlight/Microsoft.Agents.AI.Hyperlight.csproj" />
+    <Project Path="src/Microsoft.Agents.AI.Mcp/Microsoft.Agents.AI.Mcp.csproj" />
    <Project Path="src/Microsoft.Agents.AI.Mem0/Microsoft.Agents.AI.Mem0.csproj" />
    <Project Path="src/Microsoft.Agents.AI.OpenAI/Microsoft.Agents.AI.OpenAI.csproj" />
    <Project Path="src/Microsoft.Agents.AI.Purview/Microsoft.Agents.AI.Purview.csproj" />
@@ -616,8 +626,8 @@
    <Project Path="tests/AnthropicChatCompletion.IntegrationTests/AnthropicChatCompletion.IntegrationTests.csproj" />
    <Project Path="tests/AzureAIAgentsPersistent.IntegrationTests/AzureAIAgentsPersistent.IntegrationTests.csproj" />
    <Project Path="tests/CopilotStudio.IntegrationTests/CopilotStudio.IntegrationTests.csproj" />
-    <Project Path="tests/Foundry.Hosting.IntegrationTests/Foundry.Hosting.IntegrationTests.csproj" />
    <Project Path="tests/Foundry.Hosting.IntegrationTests.TestContainer/Foundry.Hosting.IntegrationTests.TestContainer.csproj" />
+    <Project Path="tests/Foundry.Hosting.IntegrationTests/Foundry.Hosting.IntegrationTests.csproj" />
    <Project Path="tests/Foundry.IntegrationTests/Foundry.IntegrationTests.csproj" />
    <Project Path="tests/Microsoft.Agents.AI.DurableTask.IntegrationTests/Microsoft.Agents.AI.DurableTask.IntegrationTests.csproj" />
    <Project Path="tests/Microsoft.Agents.AI.GitHub.Copilot.IntegrationTests/Microsoft.Agents.AI.GitHub.Copilot.IntegrationTests.csproj" />
@@ -642,8 +652,8 @@
    <Project Path="tests/Microsoft.Agents.AI.Declarative.UnitTests/Microsoft.Agents.AI.Declarative.UnitTests.csproj" />
    <Project Path="tests/Microsoft.Agents.AI.DevUI.UnitTests/Microsoft.Agents.AI.DevUI.UnitTests.csproj" />
    <Project Path="tests/Microsoft.Agents.AI.DurableTask.UnitTests/Microsoft.Agents.AI.DurableTask.UnitTests.csproj" />
-    <Project Path="tests/Microsoft.Agents.AI.Foundry.UnitTests/Microsoft.Agents.AI.Foundry.UnitTests.csproj" />
    <Project Path="tests/Microsoft.Agents.AI.Foundry.Hosting.UnitTests/Microsoft.Agents.AI.Foundry.Hosting.UnitTests.csproj" />
+    <Project Path="tests/Microsoft.Agents.AI.Foundry.UnitTests/Microsoft.Agents.AI.Foundry.UnitTests.csproj" />
    <Project Path="tests/Microsoft.Agents.AI.GitHub.Copilot.UnitTests/Microsoft.Agents.AI.GitHub.Copilot.UnitTests.csproj" />
    <Project Path="tests/Microsoft.Agents.AI.Harness.UnitTests/Microsoft.Agents.AI.Harness.UnitTests.csproj" />
    <Project Path="tests/Microsoft.Agents.AI.Hosting.A2A.UnitTests/Microsoft.Agents.AI.Hosting.A2A.UnitTests.csproj" />
@@ -652,6 +662,7 @@
    <Project Path="tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests.csproj" />
    <Project Path="tests/Microsoft.Agents.AI.Hosting.UnitTests/Microsoft.Agents.AI.Hosting.UnitTests.csproj" />
    <Project Path="tests/Microsoft.Agents.AI.Hyperlight.UnitTests/Microsoft.Agents.AI.Hyperlight.UnitTests.csproj" />
+    <Project Path="tests/Microsoft.Agents.AI.Mcp.UnitTests/Microsoft.Agents.AI.Mcp.UnitTests.csproj" />
    <Project Path="tests/Microsoft.Agents.AI.Mem0.UnitTests/Microsoft.Agents.AI.Mem0.UnitTests.csproj" />
    <Project Path="tests/Microsoft.Agents.AI.OpenAI.UnitTests/Microsoft.Agents.AI.OpenAI.UnitTests.csproj" />
    <Project Path="tests/Microsoft.Agents.AI.Purview.UnitTests/Microsoft.Agents.AI.Purview.UnitTests.csproj" />
@@ -20,13 +20,17 @@
      "src\\Microsoft.Agents.AI.Hosting.A2A.AspNetCore\\Microsoft.Agents.AI.Hosting.A2A.AspNetCore.csproj",
      "src\\Microsoft.Agents.AI.Hosting.A2A\\Microsoft.Agents.AI.Hosting.A2A.csproj",
      "src\\Microsoft.Agents.AI.Hosting.AGUI.AspNetCore\\Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.csproj",
-      "src\\Microsoft.Agents.AI.Hosting.AzureFunctions\\Microsoft.Agents.AI.Hosting.AzureFunctions.csproj",
+      "src\\Microsoft.Agents.AI.Hosting.AspNetCore\\Microsoft.Agents.AI.Hosting.AspNetCore.csproj",
+      "src\\Microsoft.Agents.AI.Hosting.AzureFunctions\\Microsoft.Agents.AI.Hosting.AzureFunctions.csproj",      
      "src\\Microsoft.Agents.AI.Hosting.OpenAI\\Microsoft.Agents.AI.Hosting.OpenAI.csproj",
      "src\\Microsoft.Agents.AI.Hosting\\Microsoft.Agents.AI.Hosting.csproj",
+      "src\\Microsoft.Agents.AI.Mcp\\Microsoft.Agents.AI.Mcp.csproj",
      "src\\Microsoft.Agents.AI.Mem0\\Microsoft.Agents.AI.Mem0.csproj",
      "src\\Microsoft.Agents.AI.OpenAI\\Microsoft.Agents.AI.OpenAI.csproj",
      "src\\Microsoft.Agents.AI.Purview\\Microsoft.Agents.AI.Purview.csproj",
+      "src\\Microsoft.Agents.AI.Tools.Shell\\Microsoft.Agents.AI.Tools.Shell.csproj",
      "src\\Microsoft.Agents.AI.Workflows.Declarative.Foundry\\Microsoft.Agents.AI.Workflows.Declarative.Foundry.csproj",
+      "src\\Microsoft.Agents.AI.Workflows.Declarative.Mcp\\Microsoft.Agents.AI.Workflows.Declarative.Mcp.csproj",
      "src\\Microsoft.Agents.AI.Workflows.Declarative\\Microsoft.Agents.AI.Workflows.Declarative.csproj",
      "src\\Microsoft.Agents.AI.Workflows.Generators\\Microsoft.Agents.AI.Workflows.Generators.csproj",
      "src\\Microsoft.Agents.AI.Workflows\\Microsoft.Agents.AI.Workflows.csproj",
@@ -11,9 +11,6 @@
  <ItemGroup Condition="'$(InjectSharedIntegrationTestAzureCredentialsCode)' == 'true'">
    <Compile Include="$(MSBuildThisFileDirectory)\..\..\src\Shared\IntegrationTestsAzureCredentials\*.cs" LinkBase="Shared\IntegrationTestsAzureCredentials" />
  </ItemGroup>
-  <ItemGroup Condition="'$(InjectSharedBuildTestCode)' == 'true'">
-    <Compile Include="$(MSBuildThisFileDirectory)\..\..\src\Shared\CodeTests\*.cs" LinkBase="Shared\CodeTests" />
-  </ItemGroup>
  <ItemGroup Condition="'$(InjectSharedWorkflowsExecution)' == 'true'">
    <Compile Include="$(MSBuildThisFileDirectory)\..\..\src\Shared\Workflows\Execution\*.cs" LinkBase="Shared\Workflows" />
  </ItemGroup>
@@ -363,6 +363,25 @@ internal static class AgentsSamples
            ],
        },

+        new SampleDefinition
+        {
+            Name = "Agent_Step06_McpBasedSkills",
+            ProjectPath = "samples/02-agents/AgentSkills/Agent_Step06_McpBasedSkills",
+            RequiredEnvironmentVariables = ["AZURE_OPENAI_ENDPOINT"],
+            OptionalEnvironmentVariables = ["AZURE_OPENAI_DEPLOYMENT_NAME"],
+            MustContain =
+            [
+                "Discovering MCP-based skills",
+                "Agent:",
+            ],
+            ExpectedOutputDescription =
+            [
+                "The output should show the agent converting 26.2 miles to kilometers and 75 kilograms to pounds.",
+                "The response should contain approximate numeric values for both conversions.",
+                "The output should not contain error messages or stack traces.",
+            ],
+        },
+
        // ── AgentWithMemory ─────────────────────────────────────────────────

        new SampleDefinition
@@ -1151,6 +1170,25 @@ internal static class AgentsSamples
            SkipReason = "Runs as an MCP stdio server that does not exit on its own.",
        },

+        new SampleDefinition
+        {
+            Name = "Agent_MCP_LongRunningTask_Client",
+            ProjectPath = "samples/02-agents/ModelContextProtocol/Agent_MCP_LongRunningTask_Client",
+            RequiredEnvironmentVariables = ["AZURE_OPENAI_ENDPOINT"],
+            OptionalEnvironmentVariables = ["AZURE_OPENAI_DEPLOYMENT_NAME"],
+            MustContain =
+            [
+                "=== Transparent long-running MCP task (RunAsync) ===",
+                "=== Transparent long-running MCP task (RunStreamingAsync) ===",
+            ],
+            ExpectedOutputDescription =
+            [
+                "The output should show an agent analyzing a dataset named 'sales-2025-q1' and producing a summary mentioning rows, revenue, anomalies, or outliers.",
+                "The output should contain both a non-streaming response (after RunAsync) and a streaming response (after RunStreamingAsync) for the same analysis question.",
+                "The output should not contain error messages or stack traces.",
+            ],
+        },
+
        new SampleDefinition
        {
            Name = "AGUI_Step01_GettingStarted_Client",
@@ -439,15 +439,6 @@ internal static class WorkflowSamples
            ExpectedOutputDescription = ["The output should show a workflow calling function tools (e.g. a menu plugin) to answer a question about restaurant specials."],
        },

-        new SampleDefinition
-        {
-            Name = "Workflow_Declarative_GenerateCode",
-            ProjectPath = "samples/03-workflows/Declarative/GenerateCode",
-            IsDeterministic = true,
-            MustContain = ["WORKFLOW: Parsing", "WORKFLOW: Defined"],
-            ExpectedOutputDescription = ["The output should show a YAML workflow being parsed and C# code being generated from it."],
-        },
-
        new SampleDefinition
        {
            Name = "Workflow_Declarative_HostedWorkflow",
@@ -1,14 +1,14 @@
 <Project>
  <PropertyGroup>
    <!-- Central version prefix - applies to all nuget packages. -->
-    <VersionPrefix>1.6.1</VersionPrefix>
+    <VersionPrefix>1.8.0</VersionPrefix>
    <RCNumber>1</RCNumber>
-    <DateSuffix>260514</DateSuffix>
+    <DateSuffix>260528</DateSuffix>
    <PackageVersion Condition="'$(IsReleaseCandidate)' == 'true'">$(VersionPrefix)-rc$(RCNumber)</PackageVersion>
    <PackageVersion Condition="'$(IsReleaseCandidate)' != 'true' AND '$(VersionSuffix)' != ''">$(VersionPrefix)-$(VersionSuffix).$(DateSuffix).1</PackageVersion>
    <PackageVersion Condition="'$(IsReleaseCandidate)' != 'true' AND '$(VersionSuffix)' == ''">$(VersionPrefix)-preview.$(DateSuffix).1</PackageVersion>
    <PackageVersion Condition="'$(IsReleased)' == 'true'">$(VersionPrefix)</PackageVersion>
-    <GitTag>1.6.1</GitTag>
+    <GitTag>1.8.0</GitTag>

    <Configurations>Debug;Release;Publish</Configurations>
    <IsPackable>true</IsPackable>
@@ -24,6 +24,7 @@ string deploymentName = Environment.GetEnvironmentVariable("AZURE_OPENAI_DEPLOYM
 var skillsProvider = new AgentSkillsProvider(
    Path.Combine(AppContext.BaseDirectory, "skills"),
    SubprocessScriptRunner.RunAsync);
+
 // --- Agent Setup ---
 AIAgent agent = new AzureOpenAIClient(new Uri(endpoint), new DefaultAzureCredential())
    .GetResponsesClient()
@@ -51,7 +51,7 @@ Console.WriteLine($"Agent: {response.Text}");
 /// Properties annotated with <see cref="AgentSkillResourceAttribute"/> are automatically
 /// discovered as skill resources, and methods annotated with <see cref="AgentSkillScriptAttribute"/>
 /// are automatically discovered as skill scripts. Alternatively,
-/// <see cref="AgentSkill.Resources"/> and <see cref="AgentSkill.Scripts"/> can be overridden.
+/// <see cref="AgentClassSkill{TSelf}.Resources"/> and <see cref="AgentClassSkill{TSelf}.Scripts"/> can be overridden.
 /// </remarks>
 internal sealed class UnitConverterSkill : AgentClassSkill<UnitConverterSkill>
 {
@@ -0,0 +1,24 @@
+<Project Sdk="Microsoft.NET.Sdk">
+
+  <PropertyGroup>
+    <OutputType>Exe</OutputType>
+    <TargetFrameworks>net10.0</TargetFrameworks>
+
+    <Nullable>enable</Nullable>
+    <ImplicitUsings>enable</ImplicitUsings>
+    <NoWarn>$(NoWarn);MAAI001;MCPEXP001</NoWarn>
+  </PropertyGroup>
+
+  <ItemGroup>
+    <PackageReference Include="Azure.AI.OpenAI" />
+    <PackageReference Include="Azure.Identity" />
+    <PackageReference Include="Microsoft.Extensions.Hosting" />
+    <PackageReference Include="ModelContextProtocol" />
+  </ItemGroup>
+
+  <ItemGroup>
+    <ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.Mcp\Microsoft.Agents.AI.Mcp.csproj" />
+    <ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
+  </ItemGroup>
+
+</Project>
@@ -0,0 +1,142 @@
+// Copyright (c) Microsoft. All rights reserved.
+
+// This sample demonstrates how to discover Agent Skills served over MCP.
+//
+// When launched with "--server", this executable runs a small MCP stdio server
+// that exposes a unit-converter skill via the SEP-2640 convention:
+//   - skill://index.json      — discovery document listing all skills
+//   - skill://unit-converter/SKILL.md — the skill instructions
+//
+// In default (client) mode the sample launches itself as a child process,
+// connects via StdioClientTransport, and uses AgentSkillsProviderBuilder
+// to discover and inject the skill into a ChatClientAgent.
+
+using System.ComponentModel;
+using Azure.AI.OpenAI;
+using Azure.Identity;
+using Microsoft.Agents.AI;
+using Microsoft.Extensions.DependencyInjection;
+using Microsoft.Extensions.Hosting;
+using Microsoft.Extensions.Logging;
+using ModelContextProtocol.Client;
+using ModelContextProtocol.Server;
+using OpenAI.Responses;
+
+if (args.Length > 0 && args[0] == "--server")
+{
+    await RunMcpServerAsync();
+    return;
+}
+
+// --- Configuration ---
+string openAiEndpoint = Environment.GetEnvironmentVariable("AZURE_OPENAI_ENDPOINT")
+    ?? throw new InvalidOperationException("AZURE_OPENAI_ENDPOINT is not set.");
+string deploymentName = Environment.GetEnvironmentVariable("AZURE_OPENAI_DEPLOYMENT_NAME") ?? "gpt-5.4-mini";
+
+// --- MCP client + skill discovery ---
+// Launch this same assembly as a stdio MCP server in a child process.
+var thisAssemblyPath = typeof(Program).Assembly.Location;
+Console.WriteLine("Discovering MCP-based skills");
+
+await using McpClient client = await McpClient.CreateAsync(
+    new StdioClientTransport(new()
+    {
+        Name = "skills-server",
+        Command = "dotnet",
+        Arguments = [thisAssemblyPath, "--server"],
+    }));
+
+var skillsProvider = new AgentSkillsProviderBuilder()
+    .UseMcpSkills(client)
+    .Build();
+
+// --- Agent ---
+// WARNING: DefaultAzureCredential is convenient for development but requires careful consideration in production.
+// In production, consider using a specific credential (e.g., ManagedIdentityCredential) to avoid
+// latency issues, unintended credential probing, and potential security risks from fallback mechanisms.
+AIAgent agent = new AzureOpenAIClient(new Uri(openAiEndpoint), new DefaultAzureCredential())
+    .GetResponsesClient()
+    .AsAIAgent(new ChatClientAgentOptions
+    {
+        Name = "SkillsAgent",
+        ChatOptions = new()
+        {
+            Instructions = "You are a helpful assistant. Use available skills to answer the user.",
+        },
+        AIContextProviders = [skillsProvider],
+    },
+    model: deploymentName);
+
+// --- Run ---
+Console.WriteLine(new string('-', 60));
+
+AgentResponse response = await agent.RunAsync(
+    "How many kilometers is a marathon (26.2 miles)? And how many pounds is 75 kilograms?");
+
+Console.WriteLine($"Agent: {response.Text}");
+
+// --- Server mode (launched as a child process via --server) ---------------------------------
+static async Task RunMcpServerAsync()
+{
+    var builder = Host.CreateApplicationBuilder();
+
+    // Critical for stdio transport: any provider that writes to stdout will corrupt the
+    // JSON-RPC channel. Clear all providers; the MCP SDK routes its own diagnostics
+    // appropriately.
+    builder.Logging.ClearProviders();
+    builder.Logging.AddConsole(o => o.LogToStandardErrorThreshold = LogLevel.Trace);
+
+    builder.Services.AddMcpServer(o => o.ServerInfo = new() { Name = "SkillsServer", Version = "1.0.0" })
+    .WithStdioServerTransport()
+    .WithResources<SkillResources>();
+
+    await builder.Build().RunAsync();
+}
+
+#pragma warning disable CA1812 // Discovered by MCP SDK via [McpServerResourceType] attribute
+[McpServerResourceType]
+internal sealed class SkillResources
+#pragma warning restore CA1812
+{
+    private const string IndexJson = """
+        {
+            "$schema": "https://schemas.agentskills.io/discovery/0.2.0/schema.json",
+            "skills": [
+                {
+                    "name": "unit-converter",
+                    "type": "skill-md",
+                    "description": "Convert between common units using a multiplication factor. Use when asked to convert miles, kilometers, pounds, or kilograms.",
+                    "url": "skill://unit-converter/SKILL.md"
+                }
+            ]
+        }
+        """;
+
+    private const string SkillMd = """
+        ---
+        name: unit-converter
+        description: Convert between common units using a multiplication factor. Use when asked to convert miles, kilometers, pounds, or kilograms.
+        ---
+
+        ## Usage
+
+        When the user requests a unit conversion, use these factors:
+
+        | From        | To          | Factor   |
+        |-------------|-------------|----------|
+        | miles       | kilometers  | 1.60934  |
+        | kilometers  | miles       | 0.621371 |
+        | pounds      | kilograms   | 0.453592 |
+        | kilograms   | pounds      | 2.20462  |
+
+        Formula: result = value × factor
+        """;
+
+    [McpServerResource(UriTemplate = "skill://index.json", Name = "Skill Index", MimeType = "application/json")]
+    [Description("SEP-2640 skill discovery index")]
+    public static string GetIndex() => IndexJson;
+
+    [McpServerResource(UriTemplate = "skill://unit-converter/SKILL.md", Name = "Unit Converter Skill", MimeType = "text/markdown")]
+    [Description("Unit converter skill instructions")]
+    public static string GetSkillMd() => SkillMd;
+}
@@ -0,0 +1,34 @@
+# MCP-Based Agent Skills Sample
+
+This sample demonstrates how to discover **Agent Skills served over MCP** with a `ChatClientAgent`.
+
+## What it demonstrates
+
+- Hosting a small MCP server (in this same executable, launched with `--server`) that
+  exposes skill resources following the SEP-2640 convention.
+- Connecting an `McpClient` to the embedded server via stdio transport.
+- Building an `AgentSkillsProvider` via `UseMcpSkills(client)`, which reads
+  `skill://index.json` (SEP-2640 canonical discovery) and constructs skills from the
+  index entries.
+- The progressive disclosure pattern across MCP: advertise → load → read resources, exactly
+  as for filesystem-backed skills.
+
+## Running the Sample
+
+### Prerequisites
+
+- .NET 10.0 SDK
+- Azure OpenAI endpoint with a deployed model
+
+### Setup
+
+```powershell
+$env:AZURE_OPENAI_ENDPOINT="https://your-endpoint.openai.azure.com/"
+$env:AZURE_OPENAI_DEPLOYMENT_NAME="gpt-5.4-mini"
+```
+
+### Run
+
+```powershell
+dotnet run
+```
@@ -9,6 +9,7 @@ Samples demonstrating Agent Skills capabilities. Each sample shows a different w
 | [Agent_Step03_ClassBasedSkills](Agent_Step03_ClassBasedSkills/) | Define skills as C# classes using `AgentClassSkill`. |
 | [Agent_Step04_MixedSkills](Agent_Step04_MixedSkills/) | **(Advanced)** Combine file-based, code-defined, and class-based skills using `AgentSkillsProviderBuilder`. |
 | [Agent_Step05_SkillsWithDI](Agent_Step05_SkillsWithDI/) | Use Dependency Injection with both code-defined (`AgentInlineSkill`) and class-based (`AgentClassSkill`) skills. |
+| [Agent_Step06_McpBasedSkills](Agent_Step06_McpBasedSkills/) | Discover skills served over the [Model Context Protocol (MCP)](https://modelcontextprotocol.io) via `AgentMcpSkillsSource`. Spins up an in-process MCP server that exposes skills as resources (`skill://...`) and connects an `McpClient` to it. |

 ## Key Concepts

@@ -0,0 +1,22 @@
+<Project Sdk="Microsoft.NET.Sdk">
+
+  <PropertyGroup>
+    <OutputType>Exe</OutputType>
+    <TargetFrameworks>net10.0</TargetFrameworks>
+
+    <Nullable>enable</Nullable>
+    <ImplicitUsings>enable</ImplicitUsings>
+  </PropertyGroup>
+
+  <ItemGroup>
+    <PackageReference Include="Azure.AI.Projects" />
+    <PackageReference Include="Azure.Identity" />
+    <PackageReference Include="ModelContextProtocol" />
+  </ItemGroup>
+
+  <ItemGroup>
+    <ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.Foundry\Microsoft.Agents.AI.Foundry.csproj" />
+    <ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.Mcp\Microsoft.Agents.AI.Mcp.csproj" />
+  </ItemGroup>
+
+</Project>
@@ -0,0 +1,93 @@
+// Copyright (c) Microsoft. All rights reserved.
+
+// Foundry Toolbox MCP Skills.
+//
+// Uses AgentSkillsProviderBuilder to discover MCP-based skills from a Foundry
+// Toolbox endpoint and inject them as AIContextProviders so the agent can
+// discover and use them at runtime.
+
+using System.Net.Http.Headers;
+using Azure.AI.Projects;
+using Azure.Core;
+using Azure.Identity;
+using Microsoft.Agents.AI;
+using ModelContextProtocol.Client;
+
+// --- Configuration ---
+string endpoint = Environment.GetEnvironmentVariable("AZURE_AI_PROJECT_ENDPOINT")
+    ?? throw new InvalidOperationException("AZURE_AI_PROJECT_ENDPOINT is not set.");
+string deploymentName = Environment.GetEnvironmentVariable("AZURE_AI_MODEL_DEPLOYMENT_NAME") ?? "gpt-5.4-mini";
+string toolboxMcpServerUrl = Environment.GetEnvironmentVariable("FOUNDRY_TOOLBOX_MCP_SERVER_URL")
+    ?? throw new InvalidOperationException("FOUNDRY_TOOLBOX_MCP_SERVER_URL is not set.");
+
+// WARNING: DefaultAzureCredential is convenient for development but requires careful consideration in production.
+// In production, consider using a specific credential (e.g., ManagedIdentityCredential) to avoid
+// latency issues, unintended credential probing, and potential security risks from fallback mechanisms.
+TokenCredential credential = new DefaultAzureCredential();
+
+using var httpClient = new HttpClient(new BearerTokenHandler(credential, "https://ai.azure.com/.default")
+{
+    InnerHandler = new HttpClientHandler(),
+});
+
+// --- Connect to the Foundry Toolbox MCP endpoint ---
+await using McpClient mcpClient = await McpClient.CreateAsync(
+    new HttpClientTransport(
+        new HttpClientTransportOptions
+        {
+            Endpoint = new Uri(toolboxMcpServerUrl),
+            Name = "foundry_toolbox",
+            TransportMode = HttpTransportMode.StreamableHttp,
+            AdditionalHeaders = new Dictionary<string, string>
+            {
+                ["Foundry-Features"] = "Toolboxes=V1Preview",
+            },
+        },
+        httpClient));
+
+// --- Discover MCP-based skills ---
+var skillsProvider = new AgentSkillsProviderBuilder()
+    .UseMcpSkills(mcpClient)
+    .Build();
+
+// --- Create the agent ---
+AIProjectClient aiProjectClient = new(new Uri(endpoint), credential);
+
+AIAgent agent = aiProjectClient.AsAIAgent(
+    options: new ChatClientAgentOptions
+    {
+        Name = "ToolboxMcpSkillsAgent",
+        ChatOptions = new()
+        {
+            ModelId = deploymentName,
+            Instructions = "You are a helpful assistant. Use available skills to answer the user.",
+        },
+        AIContextProviders = [skillsProvider],
+    });
+
+// --- Interactive prompt ---
+Console.Write("User: ");
+string? query = Console.ReadLine();
+
+if (string.IsNullOrWhiteSpace(query))
+{
+    Console.WriteLine("No input provided.");
+    return;
+}
+
+Console.WriteLine($"Assistant: {await agent.RunAsync(query)}");
+
+// ---------------------------------------------------------------------------
+// DelegatingHandler: attaches a fresh Foundry bearer token to every request
+// ---------------------------------------------------------------------------
+internal sealed class BearerTokenHandler(TokenCredential credential, string scope) : DelegatingHandler
+{
+    private readonly TokenRequestContext _tokenContext = new([scope]);
+
+    protected override async Task<HttpResponseMessage> SendAsync(HttpRequestMessage request, CancellationToken cancellationToken)
+    {
+        AccessToken token = await credential.GetTokenAsync(this._tokenContext, cancellationToken).ConfigureAwait(false);
+        request.Headers.Authorization = new AuthenticationHeaderValue("Bearer", token.Token);
+        return await base.SendAsync(request, cancellationToken).ConfigureAwait(false);
+    }
+}
@@ -0,0 +1,32 @@
+# Foundry Toolbox MCP Skills
+
+This sample uses
+`AgentSkillsProviderBuilder` to discover MCP-based skills from a Foundry Toolbox endpoint
+and inject them as `AIContextProviders` so the agent can discover and use them at runtime.
+
+## What this sample demonstrates
+
+- Connecting to a Foundry toolbox's MCP endpoint via Streamable HTTP transport
+- Injecting a fresh Azure AI bearer token (`https://ai.azure.com/.default`) on every MCP request
+- Using `AgentSkillsProviderBuilder.UseMcpSkills(client)` to discover skills from the toolbox
+- Injecting the discovered skills into `AIProjectClient.AsAIAgent(...)` via `AIContextProviders`
+
+## Prerequisites
+
+- A Microsoft Foundry project with a toolbox already configured
+- The toolbox MCP endpoint must expose `skill://index.json` with `skill-md` entries (SEP-2640). If the resource is absent, the sample runs but the skills provider will be empty.
+- Azure CLI installed and authenticated (`az login`)
+
+Set the following environment variables:
+
+```powershell
+$env:AZURE_AI_PROJECT_ENDPOINT="https://your-foundry-service.services.ai.azure.com/api/projects/your-foundry-project"
+$env:AZURE_AI_MODEL_DEPLOYMENT_NAME="gpt-5.4-mini"
+$env:FOUNDRY_TOOLBOX_MCP_SERVER_URL="https://your-foundry-service.services.ai.azure.com/api/projects/your-project/toolboxes/your-toolbox/mcp?api-version=v1"
+```
+
+## Run the sample
+
+```powershell
+dotnet run
+```
@@ -74,6 +74,7 @@ Some samples require extra tool-specific environment variables. See each sample
 | [Local MCP](./Agent_Step23_LocalMCP/) | Local MCP client with HTTP transport |
 | [Code interpreter file download](./Agent_Step24_CodeInterpreterFileDownload/) | Download container files generated by code interpreter |
 | [Foundry toolbox via MCP](./Agent_Step25_FoundryToolboxMcp/) | Use a Foundry Toolbox from a non-hosted agent via its MCP endpoint |
+| [Foundry toolbox MCP skills](./Agent_Step26_FoundryToolboxMcpSkills/) | Use a Foundry Toolbox with MCP-based skills discovery (SEP-2640) via AIContextProviders |

 ## Running the samples

@@ -24,6 +24,11 @@ public static class AnsiEscapes
    /// </summary>
    public static string MoveCursor(int row, int column) => $"\x1b[{row};{column}H";

+    /// <summary>
+    /// Erases the current line from the cursor position to the end of the line (EL 0).
+    /// </summary>
+    public static string EraseToEndOfLine => "\x1b[0K";
+
    /// <summary>
    /// Erases the entire current line (EL 2).
    /// </summary>
@@ -67,6 +72,95 @@ public static class AnsiEscapes
    /// </summary>
    public static string ResetAttributes => "\x1b[0m";

+    /// <summary>
+    /// Returns the visible (printed) length of a string after stripping ANSI escape sequences.
+    /// Escape sequences are zero-width on screen but occupy characters in the raw string.
+    /// </summary>
+    /// <remarks>
+    /// This counts UTF-16 code units (chars) rather than terminal display cells. Emoji,
+    /// combining characters, variation selectors, and East Asian wide characters may be
+    /// measured incorrectly. For the console harness this is acceptable since content is
+    /// predominantly ASCII, and emoji are padded with surrounding spaces.
+    /// </remarks>
+    public static int VisibleLength(string text)
+    {
+        if (string.IsNullOrEmpty(text))
+        {
+            return 0;
+        }
+
+        int length = 0;
+        for (int i = 0; i < text.Length; i++)
+        {
+            if (text[i] == '\x1b' && i + 1 < text.Length && text[i + 1] == '[')
+            {
+                // Skip the ESC[ and all characters up to and including the final byte (0x40–0x7E).
+                i += 2;
+                while (i < text.Length && text[i] < 0x40)
+                {
+                    i++;
+                }
+
+                // i now points to the final byte of the escape sequence; the for-loop will advance past it.
+            }
+            else if (text[i] != '\n' && text[i] != '\r')
+            {
+                length++;
+            }
+        }
+
+        return length;
+    }
+
+    /// <summary>
+    /// Counts the number of physical terminal rows a text item will occupy,
+    /// accounting for both explicit newlines and terminal line wrapping.
+    /// </summary>
+    /// <param name="text">The text to measure.</param>
+    /// <param name="terminalWidth">The terminal width in columns. If &lt;= 0, wrapping is ignored (1 row per logical line).</param>
+    /// <returns>The number of physical rows the text occupies.</returns>
+    public static int CountPhysicalLines(string text, int terminalWidth)
+    {
+        if (string.IsNullOrEmpty(text))
+        {
+            return 0;
+        }
+
+        int physicalLines = 0;
+        int lineStart = 0;
+
+        for (int i = 0; i <= text.Length; i++)
+        {
+            if (i == text.Length || text[i] == '\n')
+            {
+                if (terminalWidth <= 0)
+                {
+                    // No wrapping — each logical line is one physical row
+                    physicalLines += 1;
+                }
+                else
+                {
+                    string logicalLine = text[lineStart..i];
+                    int visibleWidth = VisibleLength(logicalLine);
+
+                    physicalLines += visibleWidth == 0
+                        ? 1
+                        : (visibleWidth - 1) / terminalWidth + 1;
+                }
+
+                lineStart = i + 1;
+            }
+        }
+
+        // If text ends with a newline, don't count the trailing empty line
+        if (text[text.Length - 1] == '\n')
+        {
+            physicalLines--;
+        }
+
+        return physicalLines;
+    }
+
    private static int ConsoleColorToAnsi(ConsoleColor color) => color switch
    {
        ConsoleColor.Black => 30,
@@ -39,9 +39,9 @@ public class ListSelection : ConsoleReactiveComponent<ListSelectionProps, Consol
        {
            foreach (string line in props.Title.Split('\n'))
            {
-                Console.Write(AnsiEscapes.MoveCursor(this.Y + row, this.X));
-                Console.Write(AnsiEscapes.EraseEntireLine);
+                Console.Write(AnsiEscapes.MoveCursor(props.Y + row, props.X));
                Console.Write(line);
+                Console.Write(AnsiEscapes.EraseToEndOfLine);
                row++;
            }
        }
@@ -51,8 +51,7 @@ public class ListSelection : ConsoleReactiveComponent<ListSelectionProps, Consol

        for (int i = 0; i < totalItems; i++)
        {
-            Console.Write(AnsiEscapes.MoveCursor(this.Y + row, this.X));
-            Console.Write(AnsiEscapes.EraseEntireLine);
+            Console.Write(AnsiEscapes.MoveCursor(props.Y + row, props.X));

            bool isSelected = i == props.SelectedIndex;
            bool isCustomTextOption = props.CustomTextPlaceholder != null && i == props.Items.Count;
@@ -72,6 +71,7 @@ public class ListSelection : ConsoleReactiveComponent<ListSelectionProps, Consol
                }

                Console.Write(props.Items[i]);
+                Console.Write(AnsiEscapes.EraseToEndOfLine);

                if (isSelected)
                {
@@ -101,6 +101,7 @@ public class ListSelection : ConsoleReactiveComponent<ListSelectionProps, Consol
            }

            Console.Write(props.CustomText);
+            Console.Write(AnsiEscapes.EraseToEndOfLine);

            if (isSelected)
            {
@@ -121,6 +122,7 @@ public class ListSelection : ConsoleReactiveComponent<ListSelectionProps, Consol

            Console.Write(" ");
            Console.Write(props.CustomTextPlaceholder);
+            Console.Write(AnsiEscapes.EraseToEndOfLine);
            Console.Write(AnsiEscapes.ResetAttributes);
        }
    }
@@ -58,11 +58,11 @@ public class TextInput : ConsoleReactiveComponent<TextInputProps, ConsoleReactiv
    public override void RenderCore(TextInputProps props, ConsoleReactiveState state)
    {
        int promptLength = props.Prompt.Length;
-        int textWidth = this.Width - promptLength;
+        int textWidth = props.Width - promptLength;
        string indent = new(' ', promptLength);

        // First line: prompt + start of text
-        Console.Write(AnsiEscapes.MoveCursor(this.Y, this.X));
+        Console.Write(AnsiEscapes.MoveCursor(props.Y, props.X));
        Console.Write(AnsiEscapes.EraseEntireLine);
        Console.Write(props.Prompt);

@@ -90,7 +90,7 @@ public class TextInput : ConsoleReactiveComponent<TextInputProps, ConsoleReactiv
        while (offset < props.Text.Length)
        {
            int chunk = Math.Min(textWidth, props.Text.Length - offset);
-            Console.Write(AnsiEscapes.MoveCursor(this.Y + row, this.X));
+            Console.Write(AnsiEscapes.MoveCursor(props.Y + row, props.X));
            Console.Write(AnsiEscapes.EraseEntireLine);
            Console.Write(indent);
            Console.Write(props.Text[offset..(offset + chunk)]);
@@ -17,22 +17,24 @@ public record TextPanelProps : ConsoleReactiveProps
 /// <summary>
 /// A component that renders a list of pre-rendered string items vertically.
 /// Designed for rendering dynamic items in a non-scroll region that may be
-/// re-rendered on each update. If the component's <see cref="ConsoleReactiveComponent.Height"/>
+/// re-rendered on each update. If the component's <see cref="ConsoleReactiveProps.Height"/>
 /// exceeds the number of output lines, leftover lines are erased.
 /// </summary>
 public class TextPanel : ConsoleReactiveComponent<TextPanelProps, ConsoleReactiveState>
 {
    /// <summary>
-    /// Calculates the height (in lines) needed to render all items.
+    /// Calculates the height (in lines) needed to render all items,
+    /// accounting for terminal line wrapping at the specified width.
    /// </summary>
    /// <param name="items">The items to measure.</param>
-    /// <returns>The total number of lines all items will occupy.</returns>
-    public static int CalculateHeight(IReadOnlyList<string> items)
+    /// <param name="terminalWidth">The terminal width in columns. When 0 or negative, wrapping is ignored.</param>
+    /// <returns>The total number of physical lines all items will occupy.</returns>
+    public static int CalculateHeight(IReadOnlyList<string> items, int terminalWidth = 0)
    {
        int total = 0;
        for (int i = 0; i < items.Count; i++)
        {
-            total += CountLines(items[i]);
+            total += AnsiEscapes.CountPhysicalLines(items[i], terminalWidth);
        }

        return total;
@@ -47,48 +49,30 @@ public class TextPanel : ConsoleReactiveComponent<TextPanelProps, ConsoleReactiv
        {
            string text = props.Items[i];
            string[] lines = text.Split('\n');
-            int lineCount = CountLines(text);
+            int itemLineCount = AnsiEscapes.CountPhysicalLines(text, props.Width);
+            int itemRow = 0;

-            for (int j = 0; j < lineCount; j++)
+            for (int j = 0; j < lines.Length && itemRow < itemLineCount; j++)
            {
-                Console.Write(AnsiEscapes.MoveAndEraseLine(this.Y + currentRow));
+                int linePhysicalRows = props.Width > 0
+                    ? Math.Max(1, (AnsiEscapes.VisibleLength(lines[j]) - 1) / props.Width + 1)
+                    : 1;
+
+                Console.Write(AnsiEscapes.MoveAndEraseLine(props.Y + currentRow));
                Console.Write(lines[j]);
-                currentRow++;
+
+                currentRow += linePhysicalRows;
+                itemRow += linePhysicalRows;
            }
        }

        // If the component height exceeds the output, erase leftover lines
-        if (this.Height > currentRow)
+        if (props.Height > currentRow)
        {
-            for (int i = currentRow; i < this.Height; i++)
+            for (int i = currentRow; i < props.Height; i++)
            {
-                Console.Write(AnsiEscapes.MoveAndEraseLine(this.Y + i));
+                Console.Write(AnsiEscapes.MoveAndEraseLine(props.Y + i));
            }
        }
    }
-
-    private static int CountLines(string text)
-    {
-        if (string.IsNullOrEmpty(text))
-        {
-            return 0;
-        }
-
-        int count = 1;
-        for (int i = 0; i < text.Length; i++)
-        {
-            if (text[i] == '\n')
-            {
-                count++;
-            }
-        }
-
-        // If text ends with a newline, don't count the trailing empty line
-        if (text[text.Length - 1] == '\n')
-        {
-            count--;
-        }
-
-        return count;
-    }
 }
@@ -17,16 +17,19 @@ public record TextScrollPanelProps : ConsoleReactiveProps
 /// <summary>
 /// State for <see cref="TextScrollPanel"/>.
 /// </summary>
-/// <param name="RenderedCount">The number of items already rendered.</param>
-public record TextScrollPanelState(int RenderedCount = 0) : ConsoleReactiveState;
+public record TextScrollPanelState : ConsoleReactiveState;

 /// <summary>
 /// A component that renders pre-rendered string items within a scroll area.
-/// All items are considered finalized — only new items since the last render are output.
-/// Use <see cref="Reset"/> to force a full re-render.
+/// The last rendered item is considered dynamic and will be re-rendered on each call.
+/// All prior items are considered finalized and are not re-rendered.
+/// Use <see cref="Invalidate"/> to force a full re-render.
 /// </summary>
 public class TextScrollPanel : ConsoleReactiveComponent<TextScrollPanelProps, TextScrollPanelState>
 {
+    private int _renderedCount;
+    private int _lastItemOffsetFromBottom;
+
    /// <summary>
    /// Initializes a new instance of the <see cref="TextScrollPanel"/> class.
    /// </summary>
@@ -35,12 +38,12 @@ public class TextScrollPanel : ConsoleReactiveComponent<TextScrollPanelProps, Te
        this.State = new TextScrollPanelState();
    }

-    /// <summary>
-    /// Resets the panel so all items will be re-rendered on the next Render call.
-    /// </summary>
-    public void Reset()
+    /// <inheritdoc />
+    public override void Invalidate()
    {
-        this.State = new TextScrollPanelState();
+        this._renderedCount = 0;
+        this._lastItemOffsetFromBottom = 0;
+        base.Invalidate();
    }

    /// <inheritdoc />
@@ -51,16 +54,35 @@ public class TextScrollPanel : ConsoleReactiveComponent<TextScrollPanelProps, Te
            return;
        }

-        // Move cursor to the bottom of the scroll area
-        Console.Write(AnsiEscapes.MoveCursor(this.Y + this.Height - 1, this.X));
+        int bottomRow = props.Y + props.Height - 1;

-        // Output only new items since last rendered
-        for (int i = state.RenderedCount; i < props.Items.Count; i++)
+        // Determine the first item to render. If we previously rendered items,
+        // re-render the last one (it may have changed/grown) from its stored position.
+        int startIndex = this._renderedCount > 0 ? this._renderedCount - 1 : 0;
+
+        if (this._renderedCount > 0 && this._lastItemOffsetFromBottom > 0)
+        {
+            // Reposition cursor to where the last rendered item began
+            Console.Write(AnsiEscapes.MoveCursor(bottomRow - this._lastItemOffsetFromBottom, props.X));
+        }
+        else
+        {
+            // First render — position at the bottom of the scroll area
+            Console.Write(AnsiEscapes.MoveCursor(bottomRow, props.X));
+        }
+
+        // Render from startIndex onwards
+        for (int i = startIndex; i < props.Items.Count; i++)
        {
            Console.Write(props.Items[i]);
        }

-        // Update state to track what we've rendered
-        this.State = new TextScrollPanelState(props.Items.Count);
+        // Calculate the offset from bottom for the start of the new last item,
+        // accounting for terminal line wrapping at the available width.
+        int lastItemLines = AnsiEscapes.CountPhysicalLines(props.Items[^1], props.Width);
+        this._lastItemOffsetFromBottom = lastItemLines > 0 ? lastItemLines - 1 : 0;
+
+        // Update rendered count
+        this._renderedCount = props.Items.Count;
    }
 }
@@ -9,9 +9,6 @@ namespace Harness.ConsoleReactiveComponents;
 /// </summary>
 public record TopBottomRuleProps : ConsoleReactiveProps
 {
-    /// <summary>Gets the width of the horizontal rules in characters.</summary>
-    public int Width { get; init; }
-
    /// <summary>Gets the foreground color of the horizontal rules. If <c>null</c>, the default terminal color is used.</summary>
    public ConsoleColor? Color { get; init; }
 }
@@ -32,7 +29,7 @@ public class TopBottomRule : ConsoleReactiveComponent<TopBottomRuleProps, Consol
        int childrenHeight = 0;
        foreach (var child in props.Children)
        {
-            childrenHeight += child.Height;
+            childrenHeight += child.BaseProps?.Height ?? 0;
        }

        // Top rule + children + bottom rule
@@ -51,11 +48,11 @@ public class TopBottomRule : ConsoleReactiveComponent<TopBottomRuleProps, Consol
        }

        // Top rule
-        Console.Write(AnsiEscapes.MoveCursor(this.Y, this.X));
+        Console.Write(AnsiEscapes.MoveCursor(props.Y, props.X));
        Console.Write(rule);

        // Render children stacked below the top rule
-        int currentY = this.Y + 1;
+        int currentY = props.Y + 1;

        if (props.Color.HasValue)
        {
@@ -64,10 +61,9 @@ public class TopBottomRule : ConsoleReactiveComponent<TopBottomRuleProps, Consol

        foreach (var child in props.Children)
        {
-            child.X = this.X;
-            child.Y = currentY;
+            child.BaseProps = child.BaseProps! with { X = props.X, Y = currentY };
            child.Render();
-            currentY += child.Height;
+            currentY += child.BaseProps.Height;
        }

        if (props.Color.HasValue)
@@ -76,7 +72,7 @@ public class TopBottomRule : ConsoleReactiveComponent<TopBottomRuleProps, Consol
        }

        // Bottom rule
-        Console.Write(AnsiEscapes.MoveCursor(currentY, this.X));
+        Console.Write(AnsiEscapes.MoveCursor(currentY, props.X));
        Console.Write(rule);

        if (props.Color.HasValue)
@@ -3,8 +3,8 @@
 namespace Harness.ConsoleReactiveFramework;

 /// <summary>
-/// Abstract base class for all console UI components. Provides layout properties
-/// (position and size) and a <see cref="Render"/> method for drawing to the console.
+/// Abstract base class for all console UI components. Provides access to layout
+/// through <see cref="BaseProps"/> and a <see cref="Render"/> method for drawing to the console.
 /// Derive from <see cref="ConsoleReactiveComponent{TProps, TState}"/> instead of this class directly.
 /// </summary>
 public abstract class ConsoleReactiveComponent
@@ -13,20 +13,26 @@ public abstract class ConsoleReactiveComponent
    {
    }

-    /// <summary>Gets or sets the 1-based column position of the component.</summary>
-    public int X { get; set; }
+    /// <summary>
+    /// Gets the shared render lock across all component types to prevent ANSI escape sequence interleaving.
+    /// </summary>
+    protected static object RenderLock { get; } = new();

-    /// <summary>Gets or sets the 1-based row position of the component.</summary>
-    public int Y { get; set; }
-
-    /// <summary>Gets or sets the width of the component in columns.</summary>
-    public int Width { get; set; }
-
-    /// <summary>Gets or sets the height of the component in rows.</summary>
-    public int Height { get; set; }
+    /// <summary>
+    /// Gets or sets the component's props as the base <see cref="ConsoleReactiveProps"/> type.
+    /// Used by parent components to set layout (X, Y, Width, Height) on children without
+    /// knowing the concrete props type.
+    /// </summary>
+    public abstract ConsoleReactiveProps? BaseProps { get; set; }

    /// <summary>Renders the component to the console at its current position.</summary>
    public abstract void Render();
+
+    /// <summary>
+    /// Invalidates the component's cached render state, causing the next <see cref="Render"/> call
+    /// to proceed even if props and state have not changed. Use after a screen erase to force repaint.
+    /// </summary>
+    public abstract void Invalidate();
 }

 /// <summary>
@@ -39,13 +45,19 @@ public abstract class ConsoleReactiveComponent<TProps, TState> : ConsoleReactive
    where TProps : ConsoleReactiveProps
    where TState : ConsoleReactiveState
 {
-    private readonly object _renderLock = new();
    private TProps? _lastRenderedProps;
    private TState? _lastRenderedState;

    /// <summary>Gets or sets the component's props (external configuration).</summary>
    public TProps? Props { get; set; }

+    /// <inheritdoc/>
+    public override ConsoleReactiveProps? BaseProps
+    {
+        get => this.Props;
+        set => this.Props = (TProps?)value;
+    }
+
    /// <summary>Gets or sets the component's internal state.</summary>
    protected TState? State { get; set; }

@@ -66,15 +78,15 @@ public abstract class ConsoleReactiveComponent<TProps, TState> : ConsoleReactive
    /// </summary>
    public override void Render()
    {
-        lock (this._renderLock)
+        lock (RenderLock)
        {
            if (this.Props is null)
            {
                return;
            }

-            if (ReferenceEquals(this.Props, this._lastRenderedProps)
-                && ReferenceEquals(this.State, this._lastRenderedState))
+            if (EqualityComparer<TProps>.Default.Equals(this.Props, this._lastRenderedProps)
+                && EqualityComparer<TState>.Default.Equals(this.State, this._lastRenderedState))
            {
                return;
            }
@@ -86,6 +98,16 @@ public abstract class ConsoleReactiveComponent<TProps, TState> : ConsoleReactive
        }
    }

+    /// <inheritdoc/>
+    public override void Invalidate()
+    {
+        lock (RenderLock)
+        {
+            this._lastRenderedProps = default;
+            this._lastRenderedState = default;
+        }
+    }
+
    /// <summary>
    /// Called by <see cref="Render"/> to perform the actual rendering. Override this in derived classes.
    /// </summary>
@@ -95,11 +117,23 @@ public abstract class ConsoleReactiveComponent<TProps, TState> : ConsoleReactive
 }

 /// <summary>
-/// Base record for component props. Provides an optional <see cref="Children"/> collection
-/// for composing child components.
+/// Base record for component props. Provides layout properties (position and size)
+/// and an optional <see cref="Children"/> collection for composing child components.
 /// </summary>
 public record ConsoleReactiveProps
 {
+    /// <summary>Gets the 1-based column position of the component.</summary>
+    public int X { get; init; }
+
+    /// <summary>Gets the 1-based row position of the component.</summary>
+    public int Y { get; init; }
+
+    /// <summary>Gets the width of the component in columns.</summary>
+    public int Width { get; init; }
+
+    /// <summary>Gets the height of the component in rows.</summary>
+    public int Height { get; init; }
+
    /// <summary>Gets the child components to render within this component.</summary>
    public IReadOnlyList<ConsoleReactiveComponent> Children { get; init; } = [];
 }
@@ -0,0 +1,36 @@
+// Copyright (c) Microsoft. All rights reserved.
+
+namespace Harness.ConsoleReactiveFramework;
+
+/// <summary>
+/// Caches the result of a mapping function and only recomputes when the input changes.
+/// </summary>
+/// <typeparam name="TInput">The type of the input value.</typeparam>
+/// <typeparam name="TOutput">The type of the mapped output value.</typeparam>
+public class ConsoleReactiveMemo<TInput, TOutput>
+{
+    private TInput? _previousInput;
+    private TOutput? _cachedOutput;
+    private bool _hasValue;
+
+    /// <summary>
+    /// Returns the cached output if <paramref name="input"/> equals the previously stored input;
+    /// otherwise invokes <paramref name="mapper"/> to compute and cache a new output.
+    /// </summary>
+    /// <param name="input">The current input value.</param>
+    /// <param name="mapper">A function that maps the input to an output value.</param>
+    /// <returns>The cached or newly computed output.</returns>
+    public TOutput Map(TInput input, Func<TInput, TOutput> mapper)
+    {
+        ArgumentNullException.ThrowIfNull(mapper);
+
+        if (!this._hasValue || !EqualityComparer<TInput>.Default.Equals(input, this._previousInput))
+        {
+            this._previousInput = input;
+            this._cachedOutput = mapper(input);
+            this._hasValue = true;
+        }
+
+        return this._cachedOutput!;
+    }
+}
@@ -0,0 +1,98 @@
+// Copyright (c) Microsoft. All rights reserved.
+
+using System.Text.Json;
+using Microsoft.Agents.AI;
+
+namespace Harness.Shared.Console.Commands;
+
+/// <summary>
+/// Handles <c>/session-export &lt;filename&gt;</c> and <c>/session-import &lt;filename&gt;</c>
+/// commands for serializing the current session to a file and restoring a session from a file.
+/// </summary>
+public sealed class SessionCommandHandler : CommandHandler
+{
+    private readonly AIAgent _agent;
+
+    /// <summary>
+    /// Initializes a new instance of the <see cref="SessionCommandHandler"/> class.
+    /// </summary>
+    /// <param name="agent">The agent used for session serialization and deserialization.</param>
+    public SessionCommandHandler(AIAgent agent)
+    {
+        this._agent = agent;
+    }
+
+    /// <inheritdoc/>
+    public override string? GetHelpText() => "/session-export <file> | /session-import <file>";
+
+    /// <inheritdoc/>
+    public override async ValueTask<bool> TryHandleAsync(string input, AgentSession session, IUXStateDriver ux)
+    {
+        string command = input.Split(' ', 2)[0];
+
+        if (command.Equals("/session-export", StringComparison.OrdinalIgnoreCase))
+        {
+            await this.HandleExportAsync(input, session, ux).ConfigureAwait(false);
+            return true;
+        }
+
+        if (command.Equals("/session-import", StringComparison.OrdinalIgnoreCase))
+        {
+            await this.HandleImportAsync(input, ux).ConfigureAwait(false);
+            return true;
+        }
+
+        return false;
+    }
+
+    private async Task HandleExportAsync(string input, AgentSession session, IUXStateDriver ux)
+    {
+        string[] parts = input.Split(' ', 2, StringSplitOptions.RemoveEmptyEntries | StringSplitOptions.TrimEntries);
+        if (parts.Length < 2)
+        {
+            await ux.WriteInfoLineAsync("Usage: /session-export <filename>").ConfigureAwait(false);
+            return;
+        }
+
+        string filename = parts[1];
+        try
+        {
+            JsonElement serialized = await this._agent.SerializeSessionAsync(session).ConfigureAwait(false);
+            string json = JsonSerializer.Serialize(serialized);
+            await File.WriteAllTextAsync(filename, json).ConfigureAwait(false);
+            await ux.WriteInfoLineAsync($"Session exported to {filename}").ConfigureAwait(false);
+        }
+        catch (Exception ex)
+        {
+            await ux.WriteInfoLineAsync($"Failed to export session to {filename}: {ex.Message}").ConfigureAwait(false);
+        }
+    }
+
+    private async Task HandleImportAsync(string input, IUXStateDriver ux)
+    {
+        string[] parts = input.Split(' ', 2, StringSplitOptions.RemoveEmptyEntries | StringSplitOptions.TrimEntries);
+        if (parts.Length < 2)
+        {
+            await ux.WriteInfoLineAsync("Usage: /session-import <filename>").ConfigureAwait(false);
+            return;
+        }
+
+        string filename = parts[1];
+        try
+        {
+            string json = await File.ReadAllTextAsync(filename).ConfigureAwait(false);
+            JsonElement element = JsonSerializer.Deserialize<JsonElement>(json);
+            AgentSession newSession = await this._agent.DeserializeSessionAsync(element).ConfigureAwait(false);
+            await ux.ReplaceSessionAsync(newSession).ConfigureAwait(false);
+            await ux.WriteInfoLineAsync($"Session imported from {filename}").ConfigureAwait(false);
+        }
+        catch (FileNotFoundException)
+        {
+            await ux.WriteInfoLineAsync($"File not found: {filename}").ConfigureAwait(false);
+        }
+        catch (Exception ex)
+        {
+            await ux.WriteInfoLineAsync($"Failed to import session from {filename}: {ex.Message}").ConfigureAwait(false);
+        }
+    }
+}
@@ -43,7 +43,7 @@ public class AgentModeAndHelp : ConsoleReactiveComponent<AgentModeAndHelpProps,
        }

        System.Console.Write(AnsiEscapes.SaveCursor);
-        System.Console.Write(AnsiEscapes.MoveAndEraseLine(this.Y));
+        System.Console.Write(AnsiEscapes.MoveAndEraseLine(props.Y));

        bool hasMode = props.Mode is not null;

@@ -35,6 +35,7 @@ public class AgentStatus : ConsoleReactiveComponent<AgentStatusProps, AgentStatu
    ];

    private readonly Timer _timer;
+    private AgentStatusProps? _previousProps;

    /// <summary>
    /// Initializes a new instance of the <see cref="AgentStatus"/> class.
@@ -85,7 +86,12 @@ public class AgentStatus : ConsoleReactiveComponent<AgentStatusProps, AgentStatu
        }

        System.Console.Write(AnsiEscapes.SaveCursor);
-        System.Console.Write(AnsiEscapes.MoveAndEraseLine(this.Y));
+        System.Console.Write(AnsiEscapes.MoveCursor(props.Y, props.X));
+        if (props != this._previousProps)
+        {
+            System.Console.Write(AnsiEscapes.EraseToEndOfLine);
+            this._previousProps = props;
+        }

        if (props.ShowSpinner)
        {
@@ -0,0 +1,67 @@
+// Copyright (c) Microsoft. All rights reserved.
+
+using System.Diagnostics;
+using System.Globalization;
+using OpenTelemetry;
+
+namespace Harness.Shared.Console;
+
+/// <summary>
+/// A simple OpenTelemetry span exporter that writes completed activities (spans) to a text file.
+/// Each span is formatted as a human-readable block with timestamps, operation name, duration,
+/// status, and any tags/events.
+/// </summary>
+public sealed class FileSpanExporter : BaseExporter<Activity>
+{
+    private readonly string _filePath;
+    private readonly object _lock = new();
+
+    public FileSpanExporter(string filePath)
+    {
+        this._filePath = filePath;
+        Directory.CreateDirectory(Path.GetDirectoryName(filePath)!);
+    }
+
+    public override ExportResult Export(in Batch<Activity> batch)
+    {
+        lock (this._lock)
+        {
+            using var writer = new StreamWriter(this._filePath, append: true);
+            foreach (var activity in batch)
+            {
+                WriteActivity(writer, activity);
+            }
+        }
+
+        return ExportResult.Success;
+    }
+
+    private static void WriteActivity(StreamWriter writer, Activity activity)
+    {
+        var start = activity.StartTimeUtc.ToString("yyyy-MM-dd HH:mm:ss.fff", CultureInfo.InvariantCulture);
+        var duration = activity.Duration.TotalMilliseconds.ToString("F1", CultureInfo.InvariantCulture);
+
+        writer.WriteLine($"[{start}] {activity.OperationName} ({duration}ms) [{activity.Status}]");
+
+        if (!string.IsNullOrEmpty(activity.DisplayName) && activity.DisplayName != activity.OperationName)
+        {
+            writer.WriteLine($"  DisplayName: {activity.DisplayName}");
+        }
+
+        foreach (var tag in activity.Tags)
+        {
+            writer.WriteLine($"  {tag.Key}: {tag.Value}");
+        }
+
+        foreach (var ev in activity.Events)
+        {
+            writer.WriteLine($"  Event: {ev.Name} @ {ev.Timestamp:HH:mm:ss.fff}");
+            foreach (var tag in ev.Tags)
+            {
+                writer.WriteLine($"    {tag.Key}: {tag.Value}");
+            }
+        }
+
+        writer.WriteLine();
+    }
+}
@@ -19,15 +19,15 @@ namespace Harness.Shared.Console;
 public sealed class HarnessAgentRunner : IDisposable
 {
    private readonly AIAgent _agent;
-    private readonly AgentSession _session;
    private readonly AgentModeProvider? _modeProvider;
    private readonly MessageInjectingChatClient? _messageInjector;
    private readonly IReadOnlyList<CommandHandler> _commandHandlers;
    private readonly IReadOnlyList<ConsoleObserver> _observers;
    private readonly IUXStateDriver _ux;
-
    private readonly SemaphoreSlim _inputGate = new(1, 1);

+    private AgentSession _session;
+
    /// <summary>
    /// Initializes a new instance of the <see cref="HarnessAgentRunner"/> class.
    /// </summary>
@@ -62,6 +62,25 @@ public sealed class HarnessAgentRunner : IDisposable
    /// </summary>
    public string HelpText { get; }

+    /// <summary>
+    /// Replaces the current session with the specified session. Used by the UX driver
+    /// when importing a serialized session. Acquires the input gate to ensure no
+    /// concurrent agent turn is reading the session.
+    /// </summary>
+    /// <param name="newSession">The new session to use.</param>
+    internal async Task ReplaceSessionAsync(AgentSession newSession)
+    {
+        await this._inputGate.WaitAsync().ConfigureAwait(false);
+        try
+        {
+            this._session = newSession;
+        }
+        finally
+        {
+            this._inputGate.Release();
+        }
+    }
+
    /// <inheritdoc/>
    public void Dispose() => this._inputGate.Dispose();

@@ -173,6 +192,11 @@ public sealed class HarnessAgentRunner : IDisposable
                        }
                    }

+                    foreach (var observer in this._observers)
+                    {
+                        await observer.OnResponseUpdateAsync(this._ux, update, this._agent, this._session).ConfigureAwait(false);
+                    }
+
                    if (!string.IsNullOrEmpty(update.Text))
                    {
                        foreach (var observer in this._observers)
@@ -19,7 +19,6 @@ public class HarnessAppComponent : ConsoleReactiveComponent<ConsoleReactiveProps
    private readonly ListSelection _listSelection = new();
    private readonly TextInput _textInput = new();
    private readonly TextScrollPanel _textScrollPanel = new();
-    private readonly TextPanel _textPanel = new();
    private readonly TextPanel _queuedPanel = new();
    private readonly AgentStatus _agentStatus = new();
    private readonly AgentModeAndHelp _modeAndHelp = new();
@@ -29,6 +28,7 @@ public class HarnessAppComponent : ConsoleReactiveComponent<ConsoleReactiveProps
    private int _scrollRegionBottom;
    private bool _resizedSinceLastRender = true;
    private bool _deactivated;
+    private BottomPanelMode _lastRenderedBottomPanelMode;

    /// <summary>
    /// Initializes a new instance of the <see cref="HarnessAppComponent"/> class.
@@ -63,6 +63,7 @@ public class HarnessAppComponent : ConsoleReactiveComponent<ConsoleReactiveProps
            getState: () => this.State!,
            setState: s => this.SetState(s),
            requestShutdown: () => this._shutdownTcs.TrySetResult(true),
+            replaceSession: s => this.Runner!.ReplaceSessionAsync(s),
            modeColors: modeColors);

        this.Runner = runnerFactory(this._uxDriver);
@@ -340,18 +341,8 @@ public class HarnessAppComponent : ConsoleReactiveComponent<ConsoleReactiveProps
            return;
        }

-        // Determine the text panel height for the last scroll item
-        IReadOnlyList<string> lastItems = state.ScrollAreaContentItems.Count > 0
-            ? [state.ScrollAreaContentItems[^1]]
-            : [];
-        int textPanelHeight = TextPanel.CalculateHeight(lastItems);
-        if (textPanelHeight > 0)
-        {
-            textPanelHeight++; // Extra line for spacing between text panel and rule
-        }
-
        // Calculate queued items panel height
-        int queuedPanelHeight = TextPanel.CalculateHeight(state.QueuedItems);
+        int queuedPanelHeight = TextPanel.CalculateHeight(state.QueuedItems, state.ConsoleWidth);

        // Build the bottom panel child based on mode
        ConsoleReactiveComponent bottomChild;
@@ -370,7 +361,7 @@ public class HarnessAppComponent : ConsoleReactiveComponent<ConsoleReactiveProps
            };

            bottomChildHeight = ListSelection.CalculateHeight(listProps);
-            this._listSelection.Height = bottomChildHeight;
+            listProps = listProps with { Height = bottomChildHeight };
            this._listSelection.Props = listProps;
            bottomChild = this._listSelection;
        }
@@ -397,8 +388,7 @@ public class HarnessAppComponent : ConsoleReactiveComponent<ConsoleReactiveProps
            }

            bottomChildHeight = TextInput.CalculateHeight(textInputProps, state.ConsoleWidth);
-            this._textInput.Width = state.ConsoleWidth;
-            this._textInput.Height = bottomChildHeight;
+            textInputProps = textInputProps with { Width = state.ConsoleWidth, Height = bottomChildHeight };
            this._textInput.Props = textInputProps;
            bottomChild = this._textInput;
        }
@@ -412,12 +402,19 @@ public class HarnessAppComponent : ConsoleReactiveComponent<ConsoleReactiveProps
            };

            bottomChildHeight = TextInput.CalculateHeight(textInputProps, state.ConsoleWidth);
-            this._textInput.Width = state.ConsoleWidth;
-            this._textInput.Height = bottomChildHeight;
+            textInputProps = textInputProps with { Width = state.ConsoleWidth, Height = bottomChildHeight };
            this._textInput.Props = textInputProps;
            bottomChild = this._textInput;
        }

+        // When the bottom panel mode changes, the new child must repaint even if its
+        // props haven't changed — the screen area was overwritten by the previous child.
+        if (state.Mode != this._lastRenderedBottomPanelMode)
+        {
+            bottomChild.Invalidate();
+            this._lastRenderedBottomPanelMode = state.Mode;
+        }
+
        var ruleProps = new TopBottomRuleProps
        {
            Width = state.ConsoleWidth,
@@ -445,7 +442,7 @@ public class HarnessAppComponent : ConsoleReactiveComponent<ConsoleReactiveProps
        int modeAndHelpHeight = showStatusAndHelp ? AgentModeAndHelp.CalculateHeight(modeAndHelpProps) : 0;

        int ruleHeight = TopBottomRule.CalculateHeight(ruleProps);
-        int nonScrollHeight = ruleHeight + textPanelHeight + agentStatusHeight + queuedPanelHeight + modeAndHelpHeight + 1; // +1 for bottom padding
+        int nonScrollHeight = ruleHeight + agentStatusHeight + queuedPanelHeight + modeAndHelpHeight + 1; // +1 for bottom padding
        int scrollBottom = Math.Max(1, state.ConsoleHeight - nonScrollHeight);

        // If scroll region changed or a clear is needed, reset everything
@@ -456,7 +453,16 @@ public class HarnessAppComponent : ConsoleReactiveComponent<ConsoleReactiveProps
            System.Console.Write(AnsiEscapes.ResetScrollRegion);
            System.Console.Write(AnsiEscapes.EraseEntireScreen);
            System.Console.Write(AnsiEscapes.EraseScrollbackBuffer);
-            this._textScrollPanel.Reset();
+
+            // Invalidate all children so they re-render even if props haven't changed
+            this._rule.Invalidate();
+            this._textScrollPanel.Invalidate();
+            this._queuedPanel.Invalidate();
+            this._agentStatus.Invalidate();
+            this._modeAndHelp.Invalidate();
+            this._textInput.Invalidate();
+            this._listSelection.Invalidate();
+
            this._resizedSinceLastRender = false;
        }

@@ -464,40 +470,25 @@ public class HarnessAppComponent : ConsoleReactiveComponent<ConsoleReactiveProps

        System.Console.Write(AnsiEscapes.SetScrollRegion(scrollBottom));

-        // Render text scroll panel in the scroll area (all items except the last)
-        IReadOnlyList<string> scrollItems = state.ScrollAreaContentItems.Count > 1
-            ? state.ScrollAreaContentItems.Take(state.ScrollAreaContentItems.Count - 1).ToList()
-            : [];
-
-        this._textScrollPanel.X = 1;
-        this._textScrollPanel.Y = 1;
-        this._textScrollPanel.Width = state.ConsoleWidth;
-        this._textScrollPanel.Height = scrollBottom;
+        // Render text scroll panel in the scroll area
        this._textScrollPanel.Props = new TextScrollPanelProps
        {
-            Items = scrollItems,
+            X = 1,
+            Y = 1,
+            Width = state.ConsoleWidth,
+            Height = scrollBottom,
+            Items = state.ScrollAreaContentItems,
        };
        this._textScrollPanel.Render();

-        // Render the text panel for the last (dynamic) item just below the scroll region
-        this._textPanel.X = 1;
-        this._textPanel.Y = scrollBottom + 1;
-        this._textPanel.Width = state.ConsoleWidth;
-        this._textPanel.Height = textPanelHeight;
-        this._textPanel.Props = new TextPanelProps
-        {
-            Items = lastItems,
-        };
-        this._textPanel.Render();
-
-        // Render queued input items between text panel and agent status
-        int queuedPanelY = scrollBottom + textPanelHeight + 1;
-        this._queuedPanel.X = 1;
-        this._queuedPanel.Y = queuedPanelY;
-        this._queuedPanel.Width = state.ConsoleWidth;
-        this._queuedPanel.Height = queuedPanelHeight;
+        // Render queued input items between scroll area and agent status
+        int queuedPanelY = scrollBottom + 1;
        this._queuedPanel.Props = new TextPanelProps
        {
+            X = 1,
+            Y = queuedPanelY,
+            Width = state.ConsoleWidth,
+            Height = queuedPanelHeight,
            Items = state.QueuedItems,
        };
        this._queuedPanel.Render();
@@ -506,32 +497,41 @@ public class HarnessAppComponent : ConsoleReactiveComponent<ConsoleReactiveProps
        int agentStatusY = queuedPanelY + queuedPanelHeight;
        if (showStatusAndHelp)
        {
-            this._agentStatus.X = 1;
-            this._agentStatus.Y = agentStatusY;
-            this._agentStatus.Width = state.ConsoleWidth;
-            this._agentStatus.Height = agentStatusHeight;
-            this._agentStatus.Props = agentStatusProps;
+            this._agentStatus.Props = agentStatusProps with
+            {
+                X = 1,
+                Y = agentStatusY,
+                Width = state.ConsoleWidth,
+                Height = agentStatusHeight,
+            };
            this._agentStatus.Render();
        }

        // Render the bottom rule + child below the agent status
-        this._rule.X = 1;
-        this._rule.Y = agentStatusY + agentStatusHeight;
-        this._rule.Props = ruleProps;
+        this._rule.Props = ruleProps with
+        {
+            X = 1,
+            Y = agentStatusY + agentStatusHeight,
+        };
        this._rule.Render();

        // Render the mode-and-help line below the bottom rule
        if (showStatusAndHelp)
        {
-            int modeAndHelpY = this._rule.Y + ruleHeight;
-            this._modeAndHelp.X = 1;
-            this._modeAndHelp.Y = modeAndHelpY;
-            this._modeAndHelp.Width = state.ConsoleWidth;
-            this._modeAndHelp.Height = modeAndHelpHeight;
-            this._modeAndHelp.Props = modeAndHelpProps;
+            int modeAndHelpY = agentStatusY + agentStatusHeight + ruleHeight;
+            this._modeAndHelp.Props = modeAndHelpProps with
+            {
+                X = 1,
+                Y = modeAndHelpY,
+                Width = state.ConsoleWidth,
+                Height = modeAndHelpHeight,
+            };
            this._modeAndHelp.Render();
        }

+        // Clear the bottom padding line
+        System.Console.Write(AnsiEscapes.MoveAndEraseLine(state.ConsoleHeight));
+
        // Position cursor for natural typing appearance
        this.PositionCursor(state);
    }
@@ -545,7 +545,7 @@ public class HarnessAppComponent : ConsoleReactiveComponent<ConsoleReactiveProps
            int textWidth = state.ConsoleWidth - promptLength;
            int textLength = state.InputText.Length;

-            int textInputY = this._rule.Y + 1;
+            int textInputY = (this._rule.Props?.Y ?? 0) + 1;

            if (textWidth <= 0 || textLength == 0)
            {
@@ -563,7 +563,7 @@ public class HarnessAppComponent : ConsoleReactiveComponent<ConsoleReactiveProps
            && state.ListSelectionIndex == state.ListSelectionOptions.Count)
        {
            int titleLines = state.ListSelectionTitle?.Split('\n').Length ?? 0;
-            int customOptionY = this._rule.Y + 1 + titleLines + state.ListSelectionOptions.Count;
+            int customOptionY = (this._rule.Props?.Y ?? 0) + 1 + titleLines + state.ListSelectionOptions.Count;
            int cursorCol = 2 + state.ListSelectionCustomInputText.Length + 1;
            System.Console.Write(AnsiEscapes.MoveCursor(customOptionY, cursorCol));
        }
@@ -1,5 +1,6 @@
 // Copyright (c) Microsoft. All rights reserved.

+using System.Text;
 using Harness.ConsoleReactiveComponents;
 using Microsoft.Agents.AI;

@@ -24,6 +25,8 @@ public static class HarnessConsole
    {
        options ??= new();

+        System.Console.OutputEncoding = Encoding.UTF8;
+
        // Null means use defaults; an explicit (possibly empty) list means use exactly what was provided.
        var observers = options.Observers
            ?? HarnessConsoleOptions.BuildDefaultObservers();
@@ -33,7 +36,9 @@ public static class HarnessConsole
        var modeProvider = agent.GetService<AgentModeProvider>();
        var messageInjector = agent.GetService<MessageInjectingChatClient>();

-        AgentSession session = await agent.CreateSessionAsync();
+        AgentSession session = options.SessionFactory is not null
+            ? await options.SessionFactory(agent)
+            : await agent.CreateSessionAsync();

        using var component = new HarnessAppComponent(
            placeholder: userPrompt,
@@ -63,6 +68,7 @@ public static class HarnessConsole

        System.Console.ResetColor();
        System.Console.Write(AnsiEscapes.ResetScrollRegion);
+        System.Console.Write(AnsiEscapes.EraseScrollbackBuffer);
        System.Console.Write(AnsiEscapes.EraseEntireScreen);
        System.Console.Write(AnsiEscapes.MoveCursor(1, 1));
        System.Console.WriteLine("Goodbye!");
@@ -45,6 +45,12 @@ public class HarnessConsoleOptions
    /// </summary>
    public Dictionary<string, ConsoleColor> ModeColors { get; set; } = new(DefaultModeColors, StringComparer.OrdinalIgnoreCase);

+    /// <summary>
+    /// Gets or sets an optional factory for creating the <see cref="AgentSession"/>.
+    /// When <see langword="null"/> (the default), <see cref="AIAgent.CreateSessionAsync"/> is used.
+    /// </summary>
+    public Func<AIAgent, Task<AgentSession>>? SessionFactory { get; set; }
+
    /// <summary>
    /// Creates the default set of observers without planning support.
    /// Includes tool call display, tool approval, error display, reasoning display,
@@ -128,6 +134,7 @@ public class HarnessConsoleOptions
            new ExitCommandHandler(),
            new TodoCommandHandler(todoProvider),
            new ModeCommandHandler(modeProvider, modeColors ?? DefaultModeColors),
+            new SessionCommandHandler(agent),
        ];
    }
 }
@@ -1,6 +1,7 @@
 // Copyright (c) Microsoft. All rights reserved.

 using Harness.ConsoleReactiveComponents;
+using Microsoft.Agents.AI;
 using Microsoft.Extensions.AI;

 namespace Harness.Shared.Console;
@@ -16,6 +17,7 @@ internal sealed class HarnessConsoleUXStateDriver : IUXStateDriver
    private readonly Func<HarnessAppComponentState> _getState;
    private readonly Action<HarnessAppComponentState> _setState;
    private readonly Action _requestShutdown;
+    private readonly Func<AgentSession, Task> _replaceSession;
    private readonly IReadOnlyDictionary<string, ConsoleColor>? _modeColors;
    private readonly List<string> _outputItems = [];
    private readonly object _stateLock = new();
@@ -32,16 +34,19 @@ internal sealed class HarnessConsoleUXStateDriver : IUXStateDriver
    /// <param name="getState">Returns the component's current state.</param>
    /// <param name="setState">Replaces the component's state and triggers a re-render.</param>
    /// <param name="requestShutdown">Callback invoked when a command handler requests application shutdown.</param>
+    /// <param name="replaceSession">Callback invoked to replace the current agent session (e.g., on import).</param>
    /// <param name="modeColors">Optional mapping of mode names to console colors.</param>
    public HarnessConsoleUXStateDriver(
        Func<HarnessAppComponentState> getState,
        Action<HarnessAppComponentState> setState,
        Action requestShutdown,
+        Func<AgentSession, Task> replaceSession,
        IReadOnlyDictionary<string, ConsoleColor>? modeColors = null)
    {
        this._getState = getState;
        this._setState = setState;
        this._requestShutdown = requestShutdown;
+        this._replaceSession = replaceSession;
        this._modeColors = modeColors;
        this._currentMode = getState().ModeText;
    }
@@ -405,4 +410,7 @@ internal sealed class HarnessConsoleUXStateDriver : IUXStateDriver

    /// <inheritdoc/>
    public void RequestShutdown() => this._requestShutdown();
+
+    /// <inheritdoc/>
+    public Task ReplaceSessionAsync(AgentSession newSession) => this._replaceSession(newSession);
 }
@@ -0,0 +1,55 @@
+// Copyright (c) Microsoft. All rights reserved.
+
+#pragma warning disable VSTHRD002 // Synchronous waits are required by OpenTelemetry enrichment callbacks.
+
+using OpenTelemetry;
+using OpenTelemetry.Trace;
+
+namespace Harness.Shared.Console;
+
+/// <summary>
+/// Provides factory methods for creating pre-configured OpenTelemetry tracing for harness samples.
+/// </summary>
+public static class HarnessTracing
+{
+    /// <summary>
+    /// Creates a <see cref="TracerProvider"/> that captures spans from the specified source and HTTP client activity,
+    /// enriching HTTP spans with full request/response headers and bodies, and exports all spans to a timestamped
+    /// text file in the application base directory.
+    /// </summary>
+    /// <param name="sourceName">The activity source name to subscribe to (e.g., "Harness.Research").</param>
+    /// <returns>A configured <see cref="TracerProvider"/>, or <see langword="null"/> if the builder returns null.</returns>
+    public static TracerProvider? CreateFileTracerProvider(string sourceName)
+    {
+        var traceLogPath = Path.Combine(AppContext.BaseDirectory, $"traces_{DateTime.UtcNow:yyyyMMdd_HHmmss}_{Guid.NewGuid()}.log");
+
+        return Sdk.CreateTracerProviderBuilder()
+            .AddSource(sourceName)
+            .AddHttpClientInstrumentation((options) =>
+            {
+                options.EnrichWithHttpRequestMessage = (activity, request) =>
+                {
+                    activity.SetTag("http.request.headers", request.Headers.ToString());
+                    if (request.Content != null)
+                    {
+                        activity.SetTag("http.request.content.headers", request.Content.Headers.ToString());
+                        var content = request.Content.ReadAsStringAsync().GetAwaiter().GetResult();
+                        activity.SetTag("http.request.content.body", content);
+                    }
+                };
+
+                options.EnrichWithHttpResponseMessage = (activity, response) =>
+                {
+                    activity.SetTag("http.response.headers", response.Headers.ToString());
+                    if (response.Content != null)
+                    {
+                        activity.SetTag("http.response.content.headers", response.Content.Headers.ToString());
+                        var content = response.Content.ReadAsStringAsync().GetAwaiter().GetResult();
+                        activity.SetTag("http.response.content.body", content);
+                    }
+                };
+            })
+            .AddProcessor(new SimpleActivityExportProcessor(new FileSpanExporter(traceLogPath)))
+            .Build();
+    }
+}
@@ -7,6 +7,11 @@
    <ImplicitUsings>enable</ImplicitUsings>
  </PropertyGroup>

+  <ItemGroup>
+    <PackageReference Include="OpenTelemetry" />
+    <PackageReference Include="OpenTelemetry.Instrumentation.Http" />
+  </ItemGroup>
+
  <ItemGroup>
    <ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI\Microsoft.Agents.AI.csproj" />
    <ProjectReference Include="..\ConsoleReactiveFramework\ConsoleReactiveFramework.csproj" />
@@ -1,5 +1,6 @@
 // Copyright (c) Microsoft. All rights reserved.

+using Microsoft.Agents.AI;
 using Microsoft.Extensions.AI;

 namespace Harness.Shared.Console;
@@ -117,4 +118,11 @@ public interface IUXStateDriver
    /// on the owning component.
    /// </summary>
    void RequestShutdown();
+
+    /// <summary>
+    /// Replaces the current agent session with the specified session (e.g., after importing
+    /// a serialized session from a file).
+    /// </summary>
+    /// <param name="newSession">The new session to use.</param>
+    Task ReplaceSessionAsync(AgentSession newSession);
 }
@@ -24,6 +24,17 @@ public abstract class ConsoleObserver
    {
    }

+    /// <summary>
+    /// Called for each <see cref="AgentResponseUpdate"/> in the response stream, regardless of
+    /// whether it contains content. Override to inspect update-level metadata such as
+    /// <see cref="AgentResponseUpdate.RawRepresentation"/> for provider-specific events.
+    /// </summary>
+    /// <param name="ux">The UX state driver, used for rendering output.</param>
+    /// <param name="update">The streaming response update.</param>
+    /// <param name="agent">The agent being interacted with.</param>
+    /// <param name="session">The current agent session.</param>
+    public virtual Task OnResponseUpdateAsync(IUXStateDriver ux, AgentResponseUpdate update, AIAgent agent, AgentSession session) => Task.CompletedTask;
+
    /// <summary>
    /// Called for each <see cref="AIContent"/> item in the response stream.
    /// </summary>
@@ -88,16 +88,17 @@ public sealed class PlanningOutputObserver : ConsoleObserver
        {
            planningResponse = JsonSerializer.Deserialize<PlanningResponse>(collectedText);
        }
-        catch (JsonException ex)
+        catch (JsonException)
        {
-            await ux.WriteInfoLineAsync($"❌ Failed to parse planning response: {ex.Message}", ConsoleColor.Red);
-            await ux.WriteInfoLineAsync($"(raw response) {collectedText}", ConsoleColor.DarkYellow);
+            // JSON parsing failed — fall back to rendering as regular text output.
+            await ux.WriteTextAsync(collectedText).ConfigureAwait(false);
            return null;
        }

        if (planningResponse is null)
        {
-            await ux.WriteInfoLineAsync("(no structured response from agent)", ConsoleColor.DarkYellow);
+            // Null result — fall back to rendering as regular text output.
+            await ux.WriteTextAsync(collectedText).ConfigureAwait(false);
            return null;
        }

@@ -118,7 +119,8 @@ public sealed class PlanningOutputObserver : ConsoleObserver
            return new List<FollowUpAction> { this.BuildApprovalAction(question, session) };
        }

-        await ux.WriteInfoLineAsync($"(unexpected response type: {planningResponse.Type})", ConsoleColor.DarkYellow);
+        // Unexpected type — fall back to rendering as regular text output.
+        await ux.WriteTextAsync(collectedText).ConfigureAwait(false);
        return null;
    }

@@ -6,26 +6,26 @@ using Microsoft.Extensions.AI;
 namespace Harness.Shared.Console.ToolFormatters;

 /// <summary>
-/// Formats <c>SubAgents_*</c> tool calls with human-readable details
+/// Formats <c>BackgroundAgents_*</c> tool calls with human-readable details
 /// for task start, continue, wait, and result retrieval operations.
 /// </summary>
-public sealed class SubAgentToolFormatter : ToolCallFormatter
+public sealed class BackgroundAgentToolFormatter : ToolCallFormatter
 {
    /// <inheritdoc/>
-    public override bool CanFormat(FunctionCallContent call) => call.Name.StartsWith("SubAgents_", StringComparison.Ordinal);
+    public override bool CanFormat(FunctionCallContent call) => call.Name.StartsWith("BackgroundAgents_", StringComparison.Ordinal);

    /// <inheritdoc/>
    public override string? FormatDetail(FunctionCallContent call) => call.Name switch
    {
-        "SubAgents_StartTask" => FormatStartSubTask(call),
-        "SubAgents_WaitForFirstCompletion" => FormatIdList(call, "taskIds", "Wait for"),
-        "SubAgents_GetTaskResults" => FormatSingleId(call, "taskId"),
-        "SubAgents_ContinueTask" => FormatContinueTask(call),
-        "SubAgents_ClearCompletedTask" => FormatSingleId(call, "taskId"),
+        "BackgroundAgents_StartTask" => FormatStartBackgroundTask(call),
+        "BackgroundAgents_WaitForFirstCompletion" => FormatIdList(call, "taskIds", "Wait for"),
+        "BackgroundAgents_GetTaskResults" => FormatSingleId(call, "taskId"),
+        "BackgroundAgents_ContinueTask" => FormatContinueTask(call),
+        "BackgroundAgents_ClearCompletedTask" => FormatSingleId(call, "taskId"),
        _ => null,
    };

-    private static string? FormatStartSubTask(FunctionCallContent call)
+    private static string? FormatStartBackgroundTask(FunctionCallContent call)
    {
        string? agentName = GetStringArgumentValue(call, "agentName");
        string? description = GetStringArgumentValue(call, "description");
@@ -5,17 +5,17 @@ using Microsoft.Extensions.AI;
 namespace Harness.Shared.Console.ToolFormatters;

 /// <summary>
-/// Formats <c>AgentMode_*</c> tool calls, showing the target mode for Set operations.
+/// Formats <c>mode_*</c> tool calls, showing the target mode for Set operations.
 /// </summary>
 public sealed class ModeToolFormatter : ToolCallFormatter
 {
    /// <inheritdoc/>
-    public override bool CanFormat(FunctionCallContent call) => call.Name.StartsWith("AgentMode_", StringComparison.Ordinal);
+    public override bool CanFormat(FunctionCallContent call) => call.Name.StartsWith("mode_", StringComparison.Ordinal);

    /// <inheritdoc/>
    public override string? FormatDetail(FunctionCallContent call) => call.Name switch
    {
-        "AgentMode_Set" => FormatStringArg(call, "mode"),
+        "mode_set" => FormatStringArg(call, "mode"),
        _ => null,
    };

@@ -7,20 +7,20 @@ using Microsoft.Extensions.AI;
 namespace Harness.Shared.Console.ToolFormatters;

 /// <summary>
-/// Formats <c>TodoList_*</c> tool calls with tree-view output for added items
+/// Formats <c>todos_*</c> tool calls with tree-view output for added items
 /// and structured output for complete/remove operations.
 /// </summary>
 public sealed class TodoToolFormatter : ToolCallFormatter
 {
    /// <inheritdoc/>
-    public override bool CanFormat(FunctionCallContent call) => call.Name.StartsWith("TodoList_", StringComparison.Ordinal);
+    public override bool CanFormat(FunctionCallContent call) => call.Name.StartsWith("todos_", StringComparison.Ordinal);

    /// <inheritdoc/>
    public override string? FormatDetail(FunctionCallContent call) => call.Name switch
    {
-        "TodoList_Add" => FormatAddTodos(call),
-        "TodoList_Complete" => FormatIdList(call, "ids", "Complete"),
-        "TodoList_Remove" => FormatIdList(call, "ids", "Remove"),
+        "todos_add" => FormatAddTodos(call),
+        "todos_complete" => FormatCompleteTodos(call),
+        "todos_remove" => FormatIdList(call, "ids", "Remove"),
        _ => null,
    };

@@ -64,6 +64,50 @@ public sealed class TodoToolFormatter : ToolCallFormatter
        return sb.ToString();
    }

+    private static string? FormatCompleteTodos(FunctionCallContent call)
+    {
+        if (call.Arguments?.TryGetValue("items", out object? itemsObj) != true || itemsObj is null)
+        {
+            return null;
+        }
+
+        var entries = new List<(int Id, string? Reason)>();
+
+        if (itemsObj is JsonElement jsonArray && jsonArray.ValueKind == JsonValueKind.Array)
+        {
+            foreach (JsonElement item in jsonArray.EnumerateArray())
+            {
+                if (!item.TryGetProperty("id", out JsonElement idElement) || !idElement.TryGetInt32(out int id))
+                {
+                    continue;
+                }
+
+                string? reason = item.TryGetProperty("reason", out JsonElement reasonElement)
+                    ? reasonElement.GetString()
+                    : null;
+                entries.Add((id, reason));
+            }
+        }
+
+        if (entries.Count == 0)
+        {
+            return null;
+        }
+
+        var sb = new StringBuilder();
+        for (int i = 0; i < entries.Count; i++)
+        {
+            string connector = i < entries.Count - 1 ? "├─" : "└─";
+            sb.Append($"\n   {connector} Complete #{entries[i].Id}");
+            if (!string.IsNullOrEmpty(entries[i].Reason))
+            {
+                sb.Append($" — {Truncate(entries[i].Reason!, 80)}");
+            }
+        }
+
+        return sb.ToString();
+    }
+
    private static string? FormatIdList(FunctionCallContent call, string paramName, string verb)
    {
        List<int>? ids = GetIntListArgumentValue(call, paramName);
@@ -56,7 +56,7 @@ public abstract class ToolCallFormatter
        [
            new TodoToolFormatter(),
            new ModeToolFormatter(),
-            new SubAgentToolFormatter(),
+            new BackgroundAgentToolFormatter(),
            new FileMemoryToolFormatter(),
            new WebSearchToolFormatter(),
            new FallbackToolFormatter(),
@@ -0,0 +1,19 @@
+<Project Sdk="Microsoft.NET.Sdk">
+
+  <PropertyGroup>
+    <TargetFrameworks>net10.0</TargetFrameworks>
+
+    <Nullable>enable</Nullable>
+    <ImplicitUsings>enable</ImplicitUsings>
+  </PropertyGroup>
+
+  <ItemGroup>
+    <PackageReference Include="OpenAI" />
+    <PackageReference Include="Microsoft.Extensions.AI" />
+  </ItemGroup>
+
+  <ItemGroup>
+    <ProjectReference Include="..\Harness_Shared_Console\Harness_Shared_Console.csproj" />
+  </ItemGroup>
+
+</Project>
@@ -0,0 +1,147 @@
+// Copyright (c) Microsoft. All rights reserved.
+
+#pragma warning disable OPENAI001 // Suppress experimental API warnings for Responses API usage.
+
+using System.Text.Json;
+using Harness.Shared.Console.Observers;
+using Microsoft.Agents.AI;
+using Microsoft.Extensions.AI;
+using OpenAI.Responses;
+
+namespace Harness.Shared.Console.OpenAI;
+
+/// <summary>
+/// Detects and displays error/incomplete status from OpenAI Responses API streaming updates.
+/// Handles <see cref="StreamingResponseFailedUpdate"/> and <see cref="StreamingResponseIncompleteUpdate"/>
+/// which are not surfaced as <see cref="ErrorContent"/> by the chat client.
+/// </summary>
+/// <remarks>
+/// Note: <see cref="StreamingResponseErrorUpdate"/> is already handled by the SDK — it produces
+/// an <see cref="ErrorContent"/> which is displayed by <see cref="ErrorDisplayObserver"/>.
+/// This observer covers the cases where the SDK does not produce <see cref="ErrorContent"/>.
+/// </remarks>
+public sealed class OpenAIResponsesErrorObserver : ConsoleObserver
+{
+    /// <inheritdoc/>
+    public override async Task OnResponseUpdateAsync(IUXStateDriver ux, AgentResponseUpdate update, AIAgent agent, AgentSession session)
+    {
+        // AgentResponseUpdate.RawRepresentation is the ChatResponseUpdate,
+        // whose RawRepresentation is the underlying StreamingResponseUpdate.
+        object? rawUpdate = (update.RawRepresentation as ChatResponseUpdate)?.RawRepresentation
+            ?? update.RawRepresentation;
+
+        switch (rawUpdate)
+        {
+            case StreamingResponseFailedUpdate failedUpdate:
+                // Only display if the response has error details populated.
+                // When error is null, a follow-up StreamingResponseErrorUpdate typically
+                // carries the real error — the SDK surfaces that as ErrorContent,
+                // which is displayed by ErrorDisplayObserver.
+                if (failedUpdate.Response?.Error is { } error)
+                {
+                    string errorMessage = error.Message ?? "Unknown error";
+                    string? errorCode = error.Code.ToString();
+                    string errorText = $"❌ Response failed: {errorMessage}";
+                    if (!string.IsNullOrEmpty(errorCode))
+                    {
+                        errorText += $" (code: {errorCode})";
+                    }
+
+                    await ux.WriteInfoLineAsync(errorText, ConsoleColor.Red);
+                }
+
+                break;
+
+            case StreamingResponseIncompleteUpdate incompleteUpdate:
+                string? reason = incompleteUpdate.Response?.IncompleteStatusDetails?.Reason?.ToString();
+                if (string.Equals(reason, "content_filter", StringComparison.OrdinalIgnoreCase))
+                {
+                    string detail = GetContentFilterDetails(incompleteUpdate);
+                    const string Message = "🛡️  The service's built-in content filter guardrails were triggered and the response was cut short.";
+                    await ux.WriteInfoLineAsync(
+                        string.IsNullOrEmpty(detail) ? Message : $"{Message}\n{detail}",
+                        ConsoleColor.Yellow);
+                }
+                else
+                {
+                    string incompleteText = $"⚠️ Response incomplete: {reason ?? "unknown reason"}";
+                    await ux.WriteInfoLineAsync(incompleteText, ConsoleColor.Yellow);
+                }
+
+                break;
+        }
+    }
+
+    /// <summary>
+    /// Extracts content filter details from the serialized response JSON and returns
+    /// a formatted string showing which specific categories were triggered.
+    /// Returns <see cref="string.Empty"/> if details cannot be extracted.
+    /// </summary>
+    private static string GetContentFilterDetails(StreamingResponseIncompleteUpdate incompleteUpdate)
+    {
+        try
+        {
+            var data = System.ClientModel.Primitives.ModelReaderWriter.Write(incompleteUpdate);
+            using var doc = JsonDocument.Parse(data.ToString());
+            var root = doc.RootElement;
+
+            // Navigate into the nested response object if present.
+            JsonElement responseElement = root.TryGetProperty("response", out var resp) ? resp : root;
+
+            if (!responseElement.TryGetProperty("content_filters", out var filtersArray)
+                || filtersArray.ValueKind != JsonValueKind.Array)
+            {
+                return string.Empty;
+            }
+
+            foreach (var filter in filtersArray.EnumerateArray())
+            {
+                if (!filter.TryGetProperty("content_filter_results", out var results)
+                    || results.ValueKind != JsonValueKind.Object)
+                {
+                    continue;
+                }
+
+                // Collect category data for aligned output.
+                var categories = new List<(string Name, bool Filtered, string? Severity)>();
+                foreach (var category in results.EnumerateObject())
+                {
+                    if (category.Value.ValueKind != JsonValueKind.Object)
+                    {
+                        continue;
+                    }
+
+                    bool filtered = category.Value.TryGetProperty("filtered", out var f) && f.GetBoolean();
+                    string? severity = category.Value.TryGetProperty("severity", out var s) ? s.GetString() : null;
+                    categories.Add((category.Name, filtered, severity));
+                }
+
+                // Build all category lines into a single string.
+                int maxNameLen = categories.Count > 0 ? categories.Max(c => c.Name.Length) : 0;
+                var lines = new List<string>();
+
+                foreach (var (name, filtered, severity) in categories)
+                {
+                    string paddedName = name.PadRight(maxNameLen);
+                    string icon = filtered ? "❌" : "✅";
+                    string statusText = filtered ? "Filtered    " : "Not Filtered";
+                    string severityText = severity is not null ? $"   Severity: {severity}" : "";
+
+                    lines.Add($"    {icon} {paddedName}  {statusText}{severityText}");
+                }
+
+                if (lines.Count > 0)
+                {
+                    return string.Join("\n", lines);
+                }
+            }
+
+            return string.Empty;
+        }
+        catch
+        {
+            // Parsing not critical — skip silently if it fails.
+            return string.Empty;
+        }
+    }
+}
@@ -3,19 +3,18 @@
 #pragma warning disable OPENAI001 // Suppress experimental API warnings for Responses API usage.

 using System.Text;
-using Harness.Shared.Console;
 using Harness.Shared.Console.Observers;
 using Microsoft.Agents.AI;
 using Microsoft.Extensions.AI;
 using OpenAI.Responses;

-namespace SampleApp;
+namespace Harness.Shared.Console.OpenAI;

 /// <summary>
 /// Displays web search activity in the scroll area. Shows search queries,
 /// page opens, and find-in-page actions as they stream in from the API.
 /// </summary>
-internal sealed class OpenAIResponsesWebSearchDisplayObserver : ConsoleObserver
+public sealed class OpenAIResponsesWebSearchDisplayObserver : ConsoleObserver
 {
    private const int MaxQueryDisplayLength = 120;

@@ -13,9 +13,10 @@
  </ItemGroup>

  <ItemGroup>
+    <ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.Foundry\Microsoft.Agents.AI.Foundry.csproj" />
    <ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.Harness\Microsoft.Agents.AI.Harness.csproj" />
-    <ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
    <ProjectReference Include="..\Harness_Shared_Console\Harness_Shared_Console.csproj" />
+    <ProjectReference Include="..\Harness_Shared_Console_OpenAI\Harness_Shared_Console_OpenAI.csproj" />
  </ItemGroup>

 </Project>
@@ -1,8 +1,9 @@
 // Copyright (c) Microsoft. All rights reserved.

-// This sample demonstrates how to use a HarnessAgent with the Harness AIContextProviders
-// (TodoProvider and AgentModeProvider) for interactive research tasks with web search
-// capabilities powered by Azure AI Foundry.
+// This sample demonstrates how to use a HarnessAgent for interactive research tasks.
+// The HarnessAgent comes pre-configured with TodoProvider, AgentModeProvider, FileMemoryProvider,
+// ToolApproval, WebSearch, and OpenTelemetry — so this sample only needs custom instructions
+// and a WebBrowsingTool.
 // The agent plans research tasks, creates a todo list, gets user approval,
 // and then executes each step — all within an interactive conversation loop.
 //
@@ -15,147 +16,89 @@
 #pragma warning disable MAAI001  // Suppress experimental API warnings for Agents AI experiments.

 using System.ClientModel.Primitives;
+using Azure.AI.Projects;
 using Azure.Identity;
 using Harness.Shared.Console;
+using Harness.Shared.Console.OpenAI;
 using Harness.Shared.Console.ToolFormatters;
 using Microsoft.Agents.AI;
 using Microsoft.Extensions.AI;
-using OpenAI;
-using OpenAI.Responses;
 using SampleApp;

-var endpoint = Environment.GetEnvironmentVariable("AZURE_FOUNDRY_OPENAI_ENDPOINT") ?? throw new InvalidOperationException("AZURE_FOUNDRY_OPENAI_ENDPOINT is not set.");
+var endpoint = Environment.GetEnvironmentVariable("AZURE_AI_PROJECT_ENDPOINT") ?? throw new InvalidOperationException("AZURE_AI_PROJECT_ENDPOINT is not set.");
 var deploymentName = Environment.GetEnvironmentVariable("AZURE_AI_MODEL_DEPLOYMENT_NAME") ?? "gpt-5.4";

 const int MaxContextWindowTokens = 1_050_000;
 const int MaxOutputTokens = 128_000;
+const string TracingSourceName = "Harness.Research";
+
+// Set up OpenTelemetry tracing that writes spans to a text file.
+// This captures all agent activity (tool calls, model invocations, compaction, etc.)
+// as well as HTTP requests made by the underlying HttpClient transport.
+using var tracerProvider = HarnessTracing.CreateFileTracerProvider(TracingSourceName);

 // Create a HarnessAgent with the Harness providers (TodoProvider and AgentModeProvider)
 // and research-focused instructions including the mandatory planning workflow.
 var instructions =
    """
+    ## Research Assistant Instructions
+
    You are a research assistant. When given a research topic, research it thoroughly using web search and web browsing.
    Use your knowledge to form good search queries and hypotheses, but always verify claims with the tools available to you rather than relying on memory alone.

-    ## Mandatory planning workflow
-
-    For every new substantive user request, including short factual questions, your behavior is determined by the mode you are in.
-    If you are in plan mode, start with the *Plan Mode* steps, and if you are in execute mode, skip directly to the *Execute Mode* steps below.
-
-    *Plan Mode*
-
-    1. Analyze the request with the purpose of building a research plan.
-    2. Create a list of todo items.
-    3. If needed, use the provided tools to do some exploratory checks to help build a plan and determine what clarifying questions you may need from the user.
-    4. Ask for clarifications from the user where needed.
-      1. Ask each clarification one by one.
-      2. When asking for clarification and you have specific options in mind, present them to the user, so they can choose the option instead of having to retype the entire response.
-      3. Do not proceed until you have received all the needed clarifications.
-      4. Do short exploratory research if it helps with being able to ask sensible clarifications from the user.
-    5. Write the plan to a memory file, so that it is retained even if compaction happens. Make sure to update the plan file if the user requests changes.
-    6. Present the plan to the user and ask for approval to switch to execute mode and process the plan.
-    7. When approval is granted, always switch to execute mode (using the `AgentMode_Set` tool), and follow the steps for *Execute mode*.
-
-    *Execute Mode*
-
-    1. If you don't have a plan or tasks yet, analyse the user request and create tasks and a plan. (**Skip this step if you came from plan mode**)
-    2. Work autonomously — use your best judgement to make decisions and keep progressing without asking the user questions. The goal is to have a complete, useful result ready when the user returns.
-    3. If you encounter ambiguity or an unexpected situation during execution, choose the most reasonable option, note your choice, and keep going.
-    4. Mark tasks as completed as you finish them.
-    5. Continue working, thinking and calling tools until you have the research result for the user.
-
-    ## General Instructions
-
-    - You must check the current mode after any user input, since the user may have changed the mode themselves,
-      e.g. the user may have switched to 'plan' mode after a previous research task finished in 'execute' mode, meaning they want to review a plan first before execution.
-    - Explain your reasoning and thought process as you work through tasks.
-    - Explain what you learned and what you are going to do next between tool calls, so the user can follow along with your thought process.
-    - Avoid making more than 4 tool calls in a row without explaining what you are doing.
-    - Do not answer the underlying question before the plan has been presented and approved.
-    - This rule applies even when the answer seems obvious or the task seems small.
-    - For short requests, use a brief micro-plan rather than skipping planning. The only exceptions are:
-      - greetings,
-      - pure acknowledgments,
-      - clarification questions needed to form the plan,
-      - follow-up questions about results you have already presented,
-      - meta-discussion about the workflow itself.
-
-    **Todo management**
-
-    Mark each todo complete as you finish it so the list stays current.
-    If a todo turns out to be unnecessary or is blocked, remove it and briefly explain why.
-    Once the user finishes with a topic and moves onto a new one, clean up old completed todos by deleting them.
-
-    **Research quality**
+    ### Research quality

    Consult multiple sources when possible and cross-reference key claims.
    When sources disagree, note the discrepancy and explain which source you consider more reliable and why.
    If a web page fails to load or a search returns irrelevant results, try alternative search queries or sources before moving on.
    Track your sources — you will need them when presenting results.

-    **Presenting results**
+    ### Presenting results

    When presenting your final findings:
+    - Use Markdown formatting for clarity.
    - Use clear sections with headings for each major topic or sub-question.
    - Cite your sources inline (e.g., "According to [source name](URL), ...").
    - End with a brief summary of key takeaways.
-    - Save the final research report to file memory so it survives compaction and can be referenced later.
-
-    **File memory**
-
-    Use the FileMemory_* tools to:
-    - Store downloaded search results or web pages.
-    - Store plans.
-    - Read the current plan to make sure tasks were done according to plan.
-    - Store findings.
-    - Check for relevant previously downloaded data / findings before starting new research.
+    - In addition to returning the results to the user, save the final research report to file memory so it survives compaction and can be referenced later.
    """;

 // Create the agent using AsHarnessAgent, which pre-configures function invocation,
-// per-service-call chat history persistence, and in-loop compaction.
-// Then wrap with UseToolApproval to allow auto-approving tools once confirmed.
+// per-service-call chat history persistence, in-loop compaction, TodoProvider, AgentModeProvider,
+// FileMemoryProvider, ToolApproval, WebSearch, AgentSkillsProvider, and OpenTelemetry.
+// Only custom instructions, a WebBrowsingTool, and FileAccess opt-out are needed.
 AIAgent agent =
    // Create an OpenAIClient that communicates with the Foundry responses service.
-    new OpenAIClient(
+    new AIProjectClient(
+        new Uri(endpoint),
        // WARNING: DefaultAzureCredential is convenient for development but requires careful consideration in production.
        // In production, consider using a specific credential (e.g., ManagedIdentityCredential) to avoid
        // latency issues, unintended credential probing, and potential security risks from fallback mechanisms.
-        new BearerTokenPolicy(new DefaultAzureCredential(), "https://ai.azure.com/.default"),
-        new OpenAIClientOptions()
-        {
-            Endpoint = new Uri(endpoint),
-            RetryPolicy = new ClientRetryPolicy(3)          // Enable retries to improve resiliency.
-        })
+        new DefaultAzureCredential(),
+        new AIProjectClientOptions { RetryPolicy = new ClientRetryPolicy(3) })  // Enable retries to improve resiliency.
+    .GetProjectOpenAIClient()
    .GetResponsesClient()
-    .AsIChatClientWithStoredOutputDisabled(deploymentName)   // We want to manage chat history locally (not stored in the responses service), so that we can manage compaction ourselves.
+    .AsIChatClient(deploymentName)
    .AsHarnessAgent(MaxContextWindowTokens, MaxOutputTokens, new HarnessAgentOptions
    {
        Name = "ResearchAgent",
        Description = "A research assistant that plans and executes research tasks.",
-        AIContextProviders =
-        [
-            new TodoProvider(),         // Add an AIContextProvider to allow the agent to create a TODO list, which is stored in the session.
-            new AgentModeProvider(),    // Add an AIContextProvider that tracks the agent mode and allows switching mode. Current mode is stored in the session.
-            new FileMemoryProvider(     // Add an AIContextProvider that can store memories in files under a session specific working folder.
-                new FileSystemAgentFileStore(Path.Combine(AppContext.BaseDirectory, "agent-files")),
-                (_) => new FileMemoryState() { WorkingFolder = DateTime.UtcNow.ToString("yyyyMMdd_HHmmss") + "_" + Guid.NewGuid().ToString() })
-        ],
+        DisableFileAccess = true,                           // If enabled, this would allow the agent to read/write files in a working directory
+        OpenTelemetrySourceName = TracingSourceName,        // Use our custom source name so spans are captured by the TracerProvider above.
+        FileMemoryStore = new FileSystemAgentFileStore(     // Configure the file memory provider to store files in a local folder called "agent-files".
+            Path.Combine(AppContext.BaseDirectory, "agent-files")),
        ChatOptions = new ChatOptions
        {
            Instructions = instructions,
            Tools =
            [
-                ResponseTool.CreateWebSearchTool().AsAITool(),          // Add the foundry hosted web search tool that runs in the service.
-                new WebBrowsingTool(                                    // Add a local web browsing tool that converts html to markdown.
+                new WebBrowsingTool(                        // Add a local web browsing tool that converts html to markdown.
                    new WebBrowsingToolOptions { AllowPublicNetworks = true }),
            ],
-            MaxOutputTokens = MaxOutputTokens,                          // Set a high token limit for long research tasks with many tool calls and long outputs.
+            MaxOutputTokens = MaxOutputTokens,              // Set a high token limit for long research tasks with many tool calls and long outputs.
            Reasoning = new() { Effort = ReasoningEffort.Medium },
        },
-    })
-    .AsBuilder()
-    .UseToolApproval()                                                      // Add the ability to auto approve tools once a user has said they don't want to be asked again. Approval rules are tied to the session.
-    .Build();
+    });

 // Run the interactive console session using the shared HarnessConsole helper.
 await HarnessConsole.RunAgentAsync(
@@ -165,6 +108,7 @@ await HarnessConsole.RunAgentAsync(
    {
        Observers = [
            new OpenAIResponsesWebSearchDisplayObserver(),
+            new OpenAIResponsesErrorObserver(),
            .. HarnessConsoleOptions.BuildObserversWithPlanning(
                agent,
                planModeName: "plan",
@@ -13,9 +13,10 @@
  </ItemGroup>

  <ItemGroup>
+    <ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.Foundry\Microsoft.Agents.AI.Foundry.csproj" />
    <ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.Harness\Microsoft.Agents.AI.Harness.csproj" />
-    <ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
    <ProjectReference Include="..\Harness_Shared_Console\Harness_Shared_Console.csproj" />
+    <ProjectReference Include="..\Harness_Shared_Console_OpenAI\Harness_Shared_Console_OpenAI.csproj" />
  </ItemGroup>

 </Project>
@@ -0,0 +1,121 @@
+// Copyright (c) Microsoft. All rights reserved.
+
+// This sample demonstrates how to use the BackgroundAgentsProvider to delegate work to background agents.
+// A parent agent is given a list of stock tickers and instructed to find the closing price
+// for each ticker on December 31, 2025. It delegates the web searches to a background agent.
+// The HarnessAgent provides built-in WebSearch (HostedWebSearchTool) so no manual web search
+// tool configuration is needed on the background agent.
+//
+// Special commands:
+//   /exit    — End the session.
+
+#pragma warning disable OPENAI001 // Suppress experimental API warnings for Responses API usage.
+#pragma warning disable MAAI001  // Suppress experimental API warnings for Agents AI experiments.
+
+using System.ClientModel.Primitives;
+using Azure.AI.Projects;
+using Azure.Identity;
+using Harness.Shared.Console;
+using Harness.Shared.Console.OpenAI;
+using Microsoft.Agents.AI;
+using Microsoft.Extensions.AI;
+
+var endpoint = Environment.GetEnvironmentVariable("AZURE_AI_PROJECT_ENDPOINT") ?? throw new InvalidOperationException("AZURE_AI_PROJECT_ENDPOINT is not set.");
+var deploymentName = Environment.GetEnvironmentVariable("AZURE_AI_MODEL_DEPLOYMENT_NAME") ?? "gpt-5.4";
+
+const int MaxContextWindowTokens = 1_050_000;
+const int MaxOutputTokens = 128_000;
+const string TracingSourceName = "Harness.SubAgents";
+
+// Set up OpenTelemetry tracing that writes spans to a text file.
+using var tracerProvider = HarnessTracing.CreateFileTracerProvider(TracingSourceName);
+
+// Create the AIProjectClient for communicating with the Foundry responses service.
+var projectClient = new AIProjectClient(
+    new Uri(endpoint),
+    new DefaultAzureCredential(),
+    new AIProjectClientOptions { RetryPolicy = new ClientRetryPolicy(3) });
+
+// --- Background agent: Web Search Agent ---
+// This agent uses the HarnessAgent's built-in HostedWebSearchTool to search the web.
+// Features not needed by this sub-agent are disabled.
+AIAgent webSearchAgent =
+    projectClient
+    .GetProjectOpenAIClient()
+    .GetResponsesClient()
+    .AsIChatClient(deploymentName)
+    .AsHarnessAgent(MaxContextWindowTokens, MaxOutputTokens, new HarnessAgentOptions
+    {
+        Name = "WebSearchAgent",
+        Description = "An agent that can search the web to find information.",
+        OpenTelemetrySourceName = TracingSourceName,
+        DisableTodoProvider = true,
+        DisableAgentModeProvider = true,
+        DisableFileMemory = true,   // If enabled, this would allow the agent to store memories as files in a directory associated with the current session
+        DisableFileAccess = true,   // If enabled, this would allow the agent to read/write files in a working directory
+        DisableToolApproval = true, // If enabled, this allows don't-ask-again approval functionality.
+        ChatOptions = new ChatOptions
+        {
+            Instructions = "You are a web search assistant. When asked to find information, use the web search tool to look it up and return a concise, factual answer.",
+        },
+    });
+
+// --- Parent agent: Stock Price Researcher ---
+// This agent orchestrates the background agent to look up stock prices in parallel.
+var parentInstructions =
+    """
+    You are a stock price research assistant. You have access to a web search background agent that can look up information on the web.
+
+    When given a list of stock tickers, your job is to find the closing price for each ticker on December 31, 2025.
+
+    ## Workflow
+
+    1. For each ticker, start a background task on the WebSearchAgent asking it to find the closing price on December 31, 2025.
+       - Start all background tasks before waiting for any of them to complete, so they run concurrently.
+    2. Wait for all background tasks to complete.
+    3. Retrieve the results from each background task.
+    4. Present a summary table with the ticker symbol and closing price for each stock.
+    5. Clear all completed tasks to free memory.
+
+    ## Important
+
+    - Always delegate web searches to the WebSearchAgent background agent. Do not try to answer from memory.
+    - If a background task fails or returns unclear results, continue the task with a more specific query.
+    - Present results in a clean markdown table format.
+    """;
+
+// --- Parent agent: Stock Price Researcher ---
+// This agent orchestrates the sub-agent to look up stock prices in parallel.
+// Most features are disabled since the parent only needs SubAgentsProvider.
+AIAgent parentAgent =
+    projectClient
+    .GetProjectOpenAIClient()
+    .GetResponsesClient()
+    .AsIChatClient(deploymentName)
+    .AsHarnessAgent(MaxContextWindowTokens, MaxOutputTokens, new HarnessAgentOptions
+    {
+        Name = "StockPriceResearcher",
+        Description = "An agent that researches stock prices using background agents.",
+        OpenTelemetrySourceName = TracingSourceName,
+        DisableTodoProvider = true,
+        DisableAgentModeProvider = true,
+        DisableFileMemory = true,   // If enabled, this would allow the agent to store memories as files in a directory associated with the current session
+        DisableFileAccess = true,   // If enabled, this would allow the agent to read/write files in a working directory
+        DisableToolApproval = true, // If enabled, this allows don't-ask-again approval functionality.
+        DisableWebSearch = true,
+        BackgroundAgents = [webSearchAgent],
+        ChatOptions = new ChatOptions
+        {
+            Instructions = parentInstructions,
+            MaxOutputTokens = 16_000,
+        },
+    });
+
+// Run the interactive console session.
+await HarnessConsole.RunAgentAsync(
+    parentAgent,
+    userPrompt: "Enter a list of stock tickers (e.g., BAC, MSFT, BA):",
+    options: new HarnessConsoleOptions
+    {
+        Observers = [new OpenAIResponsesErrorObserver(), .. HarnessConsoleOptions.BuildDefaultObservers()],
+    });
@@ -1,24 +1,24 @@
-# Harness Step 02 — SubAgents (Stock Price Research)
+# Harness Step 02 — BackgroundAgents (Stock Price Research)

-This sample demonstrates how to use the **SubAgentsProvider** to delegate work from a parent agent to sub-agents. Both agents use `HarnessAgent` for pre-configured function invocation, per-service-call persistence, and context-window compaction.
+This sample demonstrates how to use the **BackgroundAgentsProvider** to delegate work from a parent agent to background agents. Both agents use `HarnessAgent` for pre-configured function invocation, per-service-call persistence, and context-window compaction.

 ## What It Does

-A parent agent receives a list of stock tickers and uses a web-search sub-agent to find the closing price for each ticker on December 31, 2025. The sub-tasks run concurrently, and results are presented in a summary table.
+A parent agent receives a list of stock tickers and uses a web-search background agent to find the closing price for each ticker on December 31, 2025. The background tasks run concurrently, and results are presented in a summary table.

 ### Architecture

 ```
-┌─────────────────────────────────┐
-│     StockPriceResearcher        │
-│         (Parent Agent)          │
-│                                 │
-│  SubAgentsProvider              │
-│    ├─ SubAgents_StartTask       │
-│    ├─ SubAgents_WaitFor...      │
-│    ├─ SubAgents_GetTaskResults  │
-│    └─ ...                       │
-└────────────┬────────────────────┘
+┌────────────────────────────────────────┐
+│     StockPriceResearcher               │
+│         (Parent Agent)                 │
+│                                        │
+│  BackgroundAgentsProvider              │
+│    ├─ BackgroundAgents_StartTask       │
+│    ├─ BackgroundAgents_WaitFor...      │
+│    ├─ BackgroundAgents_GetTaskResults  │
+│    └─ ...                              │
+└────────────┬───────────────────────────┘
             │  delegates to
             ▼
 ┌─────────────────────────────────┐
@@ -40,7 +40,7 @@ A parent agent receives a list of stock tickers and uses a web-search sub-agent
 ## Running the Sample

 ```bash
-cd dotnet/samples/02-agents/Harness/Harness_Step02_Research_WithSubAgents
+cd dotnet/samples/02-agents/Harness/Harness_Step02_Research_WithBackgroundAgents
 dotnet run
 ```

@@ -50,4 +50,4 @@ When prompted, enter a list of stock tickers such as:
 BAC, MSFT, BA
 ```

-The parent agent will delegate each ticker lookup to the web search sub-agent concurrently and present the results in a table.
+The parent agent will delegate each ticker lookup to the web search background agent concurrently and present the results in a table.
@@ -1,106 +0,0 @@
-// Copyright (c) Microsoft. All rights reserved.
-
-// This sample demonstrates how to use the SubAgentsProvider to delegate work to sub-agents.
-// A parent agent is given a list of stock tickers and instructed to find the closing price
-// for each ticker on December 31, 2025. It delegates the web searches to a sub-agent
-// equipped with Foundry's hosted web search tool.
-//
-// Special commands:
-//   /exit    — End the session.
-
-#pragma warning disable OPENAI001 // Suppress experimental API warnings for Responses API usage.
-#pragma warning disable MAAI001  // Suppress experimental API warnings for Agents AI experiments.
-
-using System.ClientModel.Primitives;
-using Azure.Identity;
-using Harness.Shared.Console;
-using Microsoft.Agents.AI;
-using Microsoft.Extensions.AI;
-using OpenAI;
-using OpenAI.Responses;
-
-var endpoint = Environment.GetEnvironmentVariable("AZURE_FOUNDRY_OPENAI_ENDPOINT") ?? throw new InvalidOperationException("AZURE_FOUNDRY_OPENAI_ENDPOINT is not set.");
-var deploymentName = Environment.GetEnvironmentVariable("AZURE_AI_MODEL_DEPLOYMENT_NAME") ?? "gpt-5.4";
-
-const int MaxContextWindowTokens = 1_050_000;
-const int MaxOutputTokens = 128_000;
-
-// --- Sub-agent: Web Search Agent ---
-// This agent can search the web and is used by the parent agent to look up stock prices.
-AIAgent webSearchAgent =
-    new OpenAIClient(
-        new BearerTokenPolicy(new DefaultAzureCredential(), "https://ai.azure.com/.default"),
-        new OpenAIClientOptions()
-        {
-            Endpoint = new Uri(endpoint),
-            RetryPolicy = new ClientRetryPolicy(3)
-        })
-    .GetResponsesClient()
-    .AsIChatClientWithStoredOutputDisabled(deploymentName)
-    .AsHarnessAgent(MaxContextWindowTokens, MaxOutputTokens, new HarnessAgentOptions
-    {
-        Name = "WebSearchAgent",
-        Description = "An agent that can search the web to find information.",
-        ChatOptions = new ChatOptions
-        {
-            Instructions = "You are a web search assistant. When asked to find information, use the web search tool to look it up and return a concise, factual answer.",
-            Tools =
-            [
-                ResponseTool.CreateWebSearchTool().AsAITool(),
-            ],
-        },
-    });
-
-// --- Parent agent: Stock Price Researcher ---
-// This agent orchestrates the sub-agent to look up stock prices in parallel.
-var parentInstructions =
-    """
-    You are a stock price research assistant. You have access to a web search sub-agent that can look up information on the web.
-
-    When given a list of stock tickers, your job is to find the closing price for each ticker on December 31, 2025.
-
-    ## Workflow
-
-    1. For each ticker, start a sub-task on the WebSearchAgent asking it to find the closing price on December 31, 2025.
-       - Start all sub-tasks before waiting for any of them to complete, so they run concurrently.
-    2. Wait for all sub-tasks to complete.
-    3. Retrieve the results from each sub-task.
-    4. Present a summary table with the ticker symbol and closing price for each stock.
-    5. Clear all completed tasks to free memory.
-
-    ## Important
-
-    - Always delegate web searches to the WebSearchAgent sub-agent. Do not try to answer from memory.
-    - If a sub-task fails or returns unclear results, continue the task with a more specific query.
-    - Present results in a clean markdown table format.
-    """;
-
-AIAgent parentAgent =
-    new OpenAIClient(
-        new BearerTokenPolicy(new DefaultAzureCredential(), "https://ai.azure.com/.default"),
-        new OpenAIClientOptions()
-        {
-            Endpoint = new Uri(endpoint),
-            RetryPolicy = new ClientRetryPolicy(3)
-        })
-    .GetResponsesClient()
-    .AsIChatClientWithStoredOutputDisabled(deploymentName)
-    .AsHarnessAgent(MaxContextWindowTokens, MaxOutputTokens, new HarnessAgentOptions
-    {
-        Name = "StockPriceResearcher",
-        Description = "An agent that researches stock prices using sub-agents.",
-        AIContextProviders =
-        [
-            new SubAgentsProvider([webSearchAgent]),
-        ],
-        ChatOptions = new ChatOptions
-        {
-            Instructions = parentInstructions,
-            MaxOutputTokens = 16_000,
-        },
-    });
-
-// Run the interactive console session.
-await HarnessConsole.RunAgentAsync(
-    parentAgent,
-    userPrompt: "Enter a list of stock tickers (e.g., BAC, MSFT, BA):");
@@ -13,13 +13,13 @@
  </ItemGroup>

  <ItemGroup>
+    <ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.Foundry\Microsoft.Agents.AI.Foundry.csproj" />
    <ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.Harness\Microsoft.Agents.AI.Harness.csproj" />
-    <ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
    <ProjectReference Include="..\Harness_Shared_Console\Harness_Shared_Console.csproj" />
  </ItemGroup>

  <ItemGroup>
-    <Content Include="data\**\*" CopyToOutputDirectory="PreserveNewest" />
+    <Content Include="working\**\*" CopyToOutputDirectory="PreserveNewest" />
  </ItemGroup>

 </Project>
@@ -1,10 +1,12 @@
 // Copyright (c) Microsoft. All rights reserved.

-// This sample demonstrates how to use a HarnessAgent with the FileAccessProvider
+// This sample demonstrates how to use a HarnessAgent with the default FileAccessProvider
 // to give an agent access to a folder of CSV data files. The agent can read, analyze,
 // and extract information from the data, then write results back as new files.
 //
-// The sample includes a pre-populated `data/` folder with sales transaction data.
+// The sample includes a pre-populated `working/` folder with sales transaction data.
+// The HarnessAgent's default FileAccessProvider uses `{cwd}/working` as its working directory,
+// which matches this sample's folder layout.
 // Ask the agent to analyze the data, produce summaries, or create new output files.
 //
 // Special commands:
@@ -14,22 +16,21 @@
 #pragma warning disable MAAI001  // Suppress experimental API warnings for Agents AI experiments.

 using System.ClientModel.Primitives;
+using Azure.AI.Projects;
 using Azure.Identity;
 using Harness.Shared.Console;
 using Microsoft.Agents.AI;
 using Microsoft.Extensions.AI;
-using OpenAI;
-using OpenAI.Responses;

-var endpoint = Environment.GetEnvironmentVariable("AZURE_FOUNDRY_OPENAI_ENDPOINT") ?? throw new InvalidOperationException("AZURE_FOUNDRY_OPENAI_ENDPOINT is not set.");
+var endpoint = Environment.GetEnvironmentVariable("AZURE_AI_PROJECT_ENDPOINT") ?? throw new InvalidOperationException("AZURE_AI_PROJECT_ENDPOINT is not set.");
 var deploymentName = Environment.GetEnvironmentVariable("AZURE_AI_MODEL_DEPLOYMENT_NAME") ?? "gpt-5.4";

 const int MaxContextWindowTokens = 1_050_000;
 const int MaxOutputTokens = 128_000;
+const string TracingSourceName = "Harness.DataProcessing";

-// Point the file store at the data/ folder that ships with the sample.
-var dataFolder = Path.Combine(AppContext.BaseDirectory, "data");
-var fileStore = new FileSystemAgentFileStore(dataFolder);
+// Set up OpenTelemetry tracing that writes spans to a text file.
+using var tracerProvider = HarnessTracing.CreateFileTracerProvider(TracingSourceName);

 var instructions =
    """
@@ -56,25 +57,27 @@ var instructions =
    - Always explain what you learned and what you are going to do next between tool calls, so the user can follow along with your thought process.
    """;

-// Create the chat client from the OpenAI provider.
+// Create the agent using AsHarnessAgent. The FileAccessStore is explicitly set to the
+// sample's working/ folder (copied to the output directory) so it works regardless of cwd.
+// Unused features are disabled.
 AIAgent agent =
-    new OpenAIClient(
-        new BearerTokenPolicy(new DefaultAzureCredential(), "https://ai.azure.com/.default"),
-        new OpenAIClientOptions()
-        {
-            Endpoint = new Uri(endpoint),
-            RetryPolicy = new ClientRetryPolicy(3)
-        })
+    new AIProjectClient(
+        new Uri(endpoint),
+        new DefaultAzureCredential(),
+        new AIProjectClientOptions { RetryPolicy = new ClientRetryPolicy(3) })
+    .GetProjectOpenAIClient()
    .GetResponsesClient()
-    .AsIChatClientWithStoredOutputDisabled(deploymentName)
+    .AsIChatClient(deploymentName)
    .AsHarnessAgent(MaxContextWindowTokens, MaxOutputTokens, new HarnessAgentOptions
    {
        Name = "DataAnalyst",
        Description = "A data analyst assistant that reads, analyzes, and processes data files.",
-        AIContextProviders =
-        [
-            new FileAccessProvider(fileStore),
-        ],
+        OpenTelemetrySourceName = TracingSourceName,
+        FileAccessStore = new FileSystemAgentFileStore(Path.Combine(AppContext.BaseDirectory, "working")),
+        DisableTodoProvider = true,
+        DisableAgentModeProvider = true,
+        DisableFileMemory = true,   // If enabled, this would allow the agent to store memories as files in a directory associated with the current session
+        DisableWebSearch = true,
        ChatOptions = new ChatOptions
        {
            Instructions = instructions,
@@ -1,11 +1,11 @@
 # What this sample demonstrates

-This sample demonstrates how to use a `HarnessAgent` with the `FileAccessProvider` to give an agent access to a folder of data files for reading, analyzing, and writing results. The `HarnessAgent` pre-configures function invocation, per-service-call chat history persistence, and in-loop compaction — so the sample only needs to supply the chat client, token limits, and application-specific options.
+This sample demonstrates how to use a `HarnessAgent` with the default `FileAccessProvider` to give an agent access to a folder of data files for reading, analyzing, and writing results. The `HarnessAgent` pre-configures function invocation, per-service-call chat history persistence, in-loop compaction, tool approval, and OpenTelemetry — so the sample only needs to supply the chat client, token limits, custom instructions, and opt out of unused features.

 Key features showcased:

 - **HarnessAgent** — a pre-configured agent that wraps a `ChatClientAgent` with function invocation, per-service-call persistence, and context-window compaction
- **FileAccessProvider** — gives the agent tools to read, write, list, search, and delete files in a shared data folder
+- **FileAccessProvider** — the HarnessAgent's default file access provider uses `{cwd}/working` as its working directory, matching this sample's `working/` folder
 - **CSV data processing** — the agent reads sales transaction data and performs analysis on demand
 - **Output file creation** — the agent can write summaries, filtered data, or reports back to the data folder
 - **Streaming output** — responses are streamed token-by-token for a natural experience
@@ -39,7 +39,7 @@ dotnet run --project samples/02-agents/Harness/Harness_Step03_DataProcessing

 ## What to Expect

-The sample starts an interactive conversation with a data analyst agent. The `data/` folder contains a `sales.csv` file with ~50 rows of sales transaction data (date, product, category, quantity, unit price, region, salesperson).
+The sample starts an interactive conversation with a data analyst agent. The `working/` folder contains a `sales.csv` file with ~50 rows of sales transaction data (date, product, category, quantity, unit price, region, salesperson).

 You can ask the agent to:

@@ -53,7 +53,7 @@ E.g. try the following prompt `Please process the sales.csv file by first filter

 ## Sample Data

-The included `data/sales.csv` contains sales transactions from January to March 2025 with the following columns:
+The included `working/sales.csv` contains sales transactions from January to March 2025 with the following columns:

 | Column | Description |
 | --- | --- |
@@ -0,0 +1,29 @@
+<Project Sdk="Microsoft.NET.Sdk">
+
+  <PropertyGroup>
+    <OutputType>Exe</OutputType>
+    <TargetFrameworks>net10.0</TargetFrameworks>
+
+    <Nullable>enable</Nullable>
+    <ImplicitUsings>enable</ImplicitUsings>
+  </PropertyGroup>
+
+  <ItemGroup>
+    <PackageReference Include="Azure.AI.Projects" />
+    <PackageReference Include="Azure.Identity" />
+    <PackageReference Include="Hyperlight.HyperlightSandbox.Guest.Python" />
+  </ItemGroup>
+
+  <ItemGroup>
+    <ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.Foundry\Microsoft.Agents.AI.Foundry.csproj" />
+    <ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.Harness\Microsoft.Agents.AI.Harness.csproj" />
+    <ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.Hyperlight\Microsoft.Agents.AI.Hyperlight.csproj" />
+    <ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
+    <ProjectReference Include="..\Harness_Shared_Console\Harness_Shared_Console.csproj" />
+  </ItemGroup>
+
+  <ItemGroup>
+    <Content Include="skills\**\*" CopyToOutputDirectory="PreserveNewest" />
+  </ItemGroup>
+
+</Project>
@@ -0,0 +1,122 @@
+// Copyright (c) Microsoft. All rights reserved.
+
+// This sample demonstrates a HarnessAgent with ALL features enabled, plus:
+// - Hyperlight CodeAct (HyperlightCodeActProvider) for sandboxed Python code execution
+// - Skills (AgentSkillsProvider) discovering a local "regex-tester" skill
+//
+// The agent can plan tasks with todos, manage modes, store memories, read/write files,
+// search the web, approve sensitive tools, discover and use skills, and execute arbitrary
+// Python code in a Hyperlight sandbox — all pre-configured by the HarnessAgent.
+//
+// Try asking: "Help me write a regex that matches valid email addresses, then test it."
+//
+// Special commands:
+//   /todos  — Display the current todo list without invoking the agent.
+//   /mode   — Get or set the current agent mode.
+//   /exit   — End the session.
+
+#pragma warning disable OPENAI001 // Suppress experimental API warnings for Responses API usage.
+#pragma warning disable MAAI001  // Suppress experimental API warnings for Agents AI experiments.
+
+using System.ClientModel.Primitives;
+using Azure.AI.Projects;
+using Azure.Identity;
+using Harness.Shared.Console;
+using HyperlightSandbox.Guest.Python;
+using Microsoft.Agents.AI;
+using Microsoft.Agents.AI.Hyperlight;
+using Microsoft.Extensions.AI;
+
+var endpoint = Environment.GetEnvironmentVariable("AZURE_AI_PROJECT_ENDPOINT") ?? throw new InvalidOperationException("AZURE_AI_PROJECT_ENDPOINT is not set.");
+var deploymentName = Environment.GetEnvironmentVariable("AZURE_AI_MODEL_DEPLOYMENT_NAME") ?? "gpt-5.4";
+
+const int MaxContextWindowTokens = 1_050_000;
+const int MaxOutputTokens = 128_000;
+const string TracingSourceName = "Harness.CodeExecution";
+
+// Set up OpenTelemetry tracing that writes spans to a text file.
+using var tracerProvider = HarnessTracing.CreateFileTracerProvider(TracingSourceName);
+
+// Create the HyperlightCodeActProvider with the Python/Wasm backend.
+// The guest module path is resolved automatically from the Hyperlight.HyperlightSandbox.Guest.Python NuGet package.
+using var codeAct = new HyperlightCodeActProvider(
+    HyperlightCodeActProviderOptions.CreateForWasm(PythonGuestModule.GetModulePath()));
+
+var instructions =
+    """
+    ## Technical Assistant Instructions
+
+    You are a code-powered technical assistant. You can execute Python code in a sandboxed environment
+    to solve problems precisely rather than guessing. You also have access to skills that provide
+    structured workflows for specific technical tasks.
+
+    ### Code Execution
+
+    When a problem requires computation, validation, or testing:
+    - Write Python code and use `execute_code` to run it in the sandbox.
+    - Always verify results by running the code rather than reasoning about what would happen.
+    - If code fails, read the error message carefully, fix the issue, and retry.
+
+    ### Skills
+
+    You have access to discoverable skills. When a task matches a skill's description:
+    - Follow the skill's instructions carefully.
+    - Use the skill's reference materials for context.
+    - Combine the skill's workflow with code execution when appropriate.
+
+    ### Planning and Research
+
+    For complex tasks:
+    - Break the problem into steps using your todo list.
+    - Research background information using web search when needed.
+    - Save important findings to file memory for later reference.
+
+    ### Presenting Results
+
+    - Show your work: include the code you ran and its output.
+    - Explain what each part of your solution does.
+    - If applicable, save final results to file memory.
+    """;
+
+// Create the agent with ALL HarnessAgent features enabled plus Hyperlight CodeAct.
+// No Disable* flags are set — TodoProvider, AgentModeProvider, FileMemory, FileAccess,
+// ToolApproval, WebSearch, and AgentSkillsProvider are all active.
+AIAgent agent =
+    new AIProjectClient(
+        new Uri(endpoint),
+        new DefaultAzureCredential(),
+        new AIProjectClientOptions { RetryPolicy = new ClientRetryPolicy(3) })
+    .GetProjectOpenAIClient()
+    .GetResponsesClient()
+    .AsIChatClient(deploymentName)
+    .AsHarnessAgent(MaxContextWindowTokens, MaxOutputTokens, new HarnessAgentOptions
+    {
+        Name = "CodeExecutionAgent",
+        Description = "A technical assistant with sandboxed code execution and skill-based workflows.",
+        OpenTelemetrySourceName = TracingSourceName,
+        // Point the file memory at a local folder for persistent memory across sessions.
+        FileMemoryStore = new FileSystemAgentFileStore(Path.Combine(AppContext.BaseDirectory, "agent-files")),
+        // Add the HyperlightCodeActProvider so the agent can execute Python code in a sandbox.
+        AIContextProviders = [codeAct],
+        ChatOptions = new ChatOptions
+        {
+            Instructions = instructions,
+            MaxOutputTokens = MaxOutputTokens,
+            Reasoning = new() { Effort = ReasoningEffort.Medium },
+        },
+    });
+
+// Run the interactive console session using the shared HarnessConsole helper.
+await HarnessConsole.RunAgentAsync(
+    agent,
+    userPrompt: "Ask me a technical question, or try: \"Help me write a regex that matches valid email addresses.\"",
+    new HarnessConsoleOptions
+    {
+        Observers = HarnessConsoleOptions.BuildObserversWithPlanning(
+            agent,
+            planModeName: "plan",
+            executionModeName: "execute",
+            maxContextWindowTokens: MaxContextWindowTokens,
+            maxOutputTokens: MaxOutputTokens),
+        CommandHandlers = HarnessConsoleOptions.BuildDefaultCommandHandlers(agent),
+    });
@@ -0,0 +1,51 @@
+# Harness Step 04 — Code Execution (Hyperlight + Skills)
+
+This sample demonstrates a HarnessAgent with **all features enabled**, plus:
+
+- **Hyperlight CodeAct** — sandboxed Python code execution via `execute_code` (requires KVM)
+- **Skills** — file-based skill discovery (a `regex-tester` skill is included)
+
+The agent can plan tasks, manage modes, store memories, read/write files, search the web, approve sensitive operations, discover and use skills, and execute arbitrary Python code — all pre-configured by the HarnessAgent.
+
+## Prerequisites
+
+- .NET 10 SDK
+- An Azure AI Foundry project endpoint
+- KVM-capable host (the Hyperlight sandbox runs code in micro-VMs)
+
+## Environment Variables
+
+| Variable | Description |
+|----------|-------------|
+| `AZURE_AI_PROJECT_ENDPOINT` | Your Azure AI Foundry project endpoint |
+| `AZURE_AI_MODEL_DEPLOYMENT_NAME` | Model deployment name (default: `gpt-5.4`) |
+
+## Running
+
+```bash
+dotnet run
+```
+
+## What to Try
+
+- **Regex testing**: "Help me write a regex that matches valid email addresses, then test it against some examples."
+- **Code execution**: "Calculate the first 20 prime numbers using the Sieve of Eratosthenes."
+- **Skill + code combo**: "I need a regex for ISO 8601 dates — test it thoroughly with edge cases."
+
+## Included Skill
+
+The `skills/regex-tester/` skill instructs the agent to validate regex patterns by executing Python test code in the Hyperlight sandbox. It includes a regex cheatsheet as reference material.
+
+## Features Enabled
+
+| Feature | Description |
+|---------|-------------|
+| TodoProvider | Task planning and tracking (`/todos` command) |
+| AgentModeProvider | Mode switching (`/mode` command) |
+| FileMemoryProvider | Persistent memory stored as files |
+| FileAccessProvider | Read/write files in a working directory |
+| ToolApproval | Don't-ask-again approval for sensitive tools |
+| WebSearch | Built-in hosted web search |
+| AgentSkillsProvider | Discovers and uses skills from the `skills/` folder |
+| HyperlightCodeActProvider | Sandboxed Python execution via `execute_code` |
+| OpenTelemetry | Trace logging to a text file |
@@ -0,0 +1,36 @@
+---
+name: regex-tester
+description: Validate, test, and debug regular expressions by executing them against sample inputs. Use when asked to build, verify, or explain a regex pattern.
+---
+
+## Usage
+
+When the user asks you to create, validate, or debug a regular expression:
+
+1. **Understand the requirement** — clarify what the pattern should match and what it should reject.
+2. **Consult the cheatsheet** — review `references/regex-cheatsheet.md` for syntax reminders if needed.
+3. **Write and execute test code** — use the `execute_code` tool to run Python code that:
+   - Compiles the regex with `re.compile()`
+   - Tests it against a set of positive examples (should match) and negative examples (should not match)
+   - Extracts and displays any capturing groups
+   - Reports pass/fail for each test case
+4. **Iterate** — if any test fails, refine the pattern and re-run until all cases pass.
+5. **Present the result** — give the user the final pattern, explain what each part does, and show the test results.
+
+## Example Test Script
+
+```python
+import re
+
+pattern = re.compile(r'^[\w.+-]+@[\w-]+\.[\w.-]+$')
+
+positives = ["user@example.com", "first.last+tag@sub.domain.org"]
+negatives = ["@missing.com", "no-at-sign", "spaces in@address.com"]
+
+for s in positives:
+    assert pattern.match(s), f"FAIL: expected match for '{s}'"
+for s in negatives:
+    assert not pattern.match(s), f"FAIL: expected no match for '{s}'"
+
+print("All tests passed!")
+```
@@ -0,0 +1,97 @@
+# Regex Quick Reference (Python `re` module)
+
+## Character Classes
+
+| Pattern | Matches |
+|---------|---------|
+| `.`     | Any character except newline |
+| `\d`    | Digit `[0-9]` |
+| `\D`    | Non-digit |
+| `\w`    | Word character `[a-zA-Z0-9_]` |
+| `\W`    | Non-word character |
+| `\s`    | Whitespace `[ \t\n\r\f\v]` |
+| `\S`    | Non-whitespace |
+| `[abc]` | Any of a, b, or c |
+| `[^abc]`| Any character except a, b, c |
+| `[a-z]` | Range: a through z |
+
+## Quantifiers
+
+| Pattern | Meaning |
+|---------|---------|
+| `*`     | 0 or more (greedy) |
+| `+`     | 1 or more (greedy) |
+| `?`     | 0 or 1 (greedy) |
+| `{n}`   | Exactly n |
+| `{n,}`  | n or more |
+| `{n,m}` | Between n and m |
+| `*?`, `+?`, `??` | Non-greedy versions |
+
+## Anchors
+
+| Pattern | Meaning |
+|---------|---------|
+| `^`     | Start of string (or line with `re.MULTILINE`) |
+| `$`     | End of string (or line with `re.MULTILINE`) |
+| `\b`    | Word boundary |
+| `\B`    | Non-word boundary |
+
+## Groups and Backreferences
+
+| Pattern | Meaning |
+|---------|---------|
+| `(...)` | Capturing group |
+| `(?:...)`| Non-capturing group |
+| `(?P<name>...)` | Named group |
+| `\1`    | Backreference to group 1 |
+| `(?=...)` | Positive lookahead |
+| `(?!...)` | Negative lookahead |
+| `(?<=...)` | Positive lookbehind |
+| `(?<!...)` | Negative lookbehind |
+
+## Flags
+
+| Flag | Effect |
+|------|--------|
+| `re.IGNORECASE` / `re.I` | Case-insensitive matching |
+| `re.MULTILINE` / `re.M`  | `^`/`$` match line boundaries |
+| `re.DOTALL` / `re.S`     | `.` matches newline |
+| `re.VERBOSE` / `re.X`    | Allow comments and whitespace |
+
+## Common Patterns
+
+| Use Case | Pattern |
+|----------|---------|
+| Email (simple) | `^[\w.+-]+@[\w-]+\.[\w.-]+$` |
+| IPv4 address | `^\d{1,3}(\.\d{1,3}){3}$` |
+| ISO date | `^\d{4}-\d{2}-\d{2}$` |
+| URL (http/https) | `^https?://[^\s/$.?#].[^\s]*$` |
+| Phone (US) | `^(\+1)?[-.\s]?\(?\d{3}\)?[-.\s]?\d{3}[-.\s]?\d{4}$` |
+
+## Python API
+
+```python
+import re
+
+# Test if a string matches
+re.match(r'pattern', "string")       # match at start
+re.search(r'pattern', "string")      # match anywhere
+re.fullmatch(r'pattern', "string")   # match entire string
+
+# Find all matches
+re.findall(r'\d+', "abc 123 def 456")  # ['123', '456']
+
+# Named groups
+m = re.match(r'(?P<year>\d{4})-(?P<month>\d{2})-(?P<day>\d{2})', "2025-01-15")
+m.group('year')   # '2025'
+
+# Replace
+re.sub(r'\d+', 'X', "abc 123 def")   # 'abc X def'
+
+# Split
+re.split(r',+', "a,b,,c")            # ['a', 'b', 'c']
+
+# Compile for reuse
+pattern = re.compile(r'^\d{4}-\d{2}-\d{2}$')
+pattern.match("2025-01-15")           # Match object
+```
@@ -7,5 +7,5 @@ Samples demonstrating the [Harness AIContextProviders](../../../src/Microsoft.Ag
 | Sample | Description |
 | --- | --- |
 | [Harness_Step01_Research](./Harness_Step01_Research/README.md) | Using a ChatClientAgent with TodoProvider and AgentModeProvider for research, showcasing planning mode and todo management |
-| [Harness_Step02_Research_WithSubAgents](./Harness_Step02_Research_WithSubAgents/README.md) | Using SubAgentsProvider to delegate stock price lookups to a web-search sub-agent concurrently |
+| [Harness_Step02_Research_WithBackgroundAgents](./Harness_Step02_Research_WithBackgroundAgents/README.md) | Using BackgroundAgentsProvider to delegate stock price lookups to a web-search background agent concurrently |
 | [Harness_Step03_DataProcessing](./Harness_Step03_DataProcessing/README.md) | Using FileAccessProvider to give an agent access to CSV data files for reading, analysis, and output generation |
@@ -0,0 +1,25 @@
+<Project Sdk="Microsoft.NET.Sdk">
+
+  <PropertyGroup>
+    <OutputType>Exe</OutputType>
+    <TargetFrameworks>net10.0</TargetFrameworks>
+
+    <Nullable>enable</Nullable>
+    <ImplicitUsings>enable</ImplicitUsings>
+    <NoWarn>$(NoWarn);MAAI001;MEAI001;MCPEXP001</NoWarn>
+  </PropertyGroup>
+
+  <ItemGroup>
+    <PackageReference Include="Azure.AI.OpenAI" />
+    <PackageReference Include="Azure.Identity" />
+    <PackageReference Include="Microsoft.Extensions.AI.OpenAI" />
+    <PackageReference Include="Microsoft.Extensions.Hosting" />
+    <PackageReference Include="ModelContextProtocol" />
+  </ItemGroup>
+
+  <ItemGroup>
+    <ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.Mcp\Microsoft.Agents.AI.Mcp.csproj" />
+    <ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
+  </ItemGroup>
+
+</Project>
@@ -0,0 +1,145 @@
+// Copyright (c) Microsoft. All rights reserved.
+
+// This sample demonstrates the Microsoft Agent Framework's MCP long-running task support.
+//
+// A small MCP server (hosted in this same executable when launched with "--server") exposes
+// a single task-supporting tool "AnalyzeDataset" that simulates ~15 seconds of work. The
+// client (default mode) connects to it over stdio via Microsoft.Agents.AI.Mcp's
+// McpClientTaskExtensions.ListAgentToolsWithTaskSupportAsync, hands the wrapped tools to a
+// ChatClientAgent, and exercises both invocation styles:
+//   * RunAsync          — blocks until the agent's final response is ready.
+//   * RunStreamingAsync — yields response updates as the model produces them; the model
+//                         still waits for the tool's terminal result before it can begin
+//                         producing the final answer, so the perceived "pause" reflects
+//                         tool execution time, not stream-channel latency.
+//
+// In both cases the wrapper transparently:
+//   1. Calls tools/call with task augmentation (CallToolAsTaskAsync)
+//   2. Polls tasks/get until terminal (PollTaskUntilCompleteAsync)
+//   3. Fetches tasks/result and returns the final result to the function-calling loop
+//
+// No application-level loop or continuation tokens are required in either mode.
+
+using System.ComponentModel;
+using Azure.AI.OpenAI;
+using Azure.Identity;
+using Microsoft.Agents.AI;
+using Microsoft.Agents.AI.Mcp;
+using Microsoft.Extensions.AI;
+using Microsoft.Extensions.DependencyInjection;
+using Microsoft.Extensions.Hosting;
+using Microsoft.Extensions.Logging;
+using ModelContextProtocol;
+using ModelContextProtocol.Client;
+using ModelContextProtocol.Protocol;
+using ModelContextProtocol.Server;
+using OpenAI.Chat;
+
+if (args.Length > 0 && args[0] == "--server")
+{
+    await RunMcpServerAsync();
+    return;
+}
+
+var endpoint = Environment.GetEnvironmentVariable("AZURE_OPENAI_ENDPOINT") ?? throw new InvalidOperationException("AZURE_OPENAI_ENDPOINT is not set.");
+var deploymentName = Environment.GetEnvironmentVariable("AZURE_OPENAI_DEPLOYMENT_NAME") ?? "gpt-5.4-mini";
+
+// Launch this same assembly as a stdio MCP server in a child process.
+var thisAssemblyPath = typeof(Program).Assembly.Location;
+await using var mcpClient = await McpClient.CreateAsync(new StdioClientTransport(new()
+{
+    Name = "DatasetAnalyzer",
+    Command = "dotnet",
+    Arguments = [thisAssemblyPath, "--server"],
+}));
+
+// Wrap each MCP tool with task-aware behavior. The wrapper inspects the server's
+// execution.taskSupport on each tool and, when it is Required, drives the task lifecycle
+// transparently within the agent's tool loop. Tools that don't require task semantics are
+// returned as-is and invoked inline.
+var taskOptions = new McpTaskOptions
+{
+    DefaultTimeToLive = TimeSpan.FromMinutes(5),
+};
+var mcpTools = await mcpClient.ListAgentToolsWithTaskSupportAsync(taskOptions);
+
+// WARNING: DefaultAzureCredential is convenient for development but requires careful consideration in production.
+// In production, consider using a specific credential (e.g., ManagedIdentityCredential) to avoid
+// latency issues, unintended credential probing, and potential security risks from fallback mechanisms.
+AIAgent agent = new AzureOpenAIClient(
+    new Uri(endpoint),
+    new DefaultAzureCredential())
+     .GetChatClient(deploymentName)
+     .AsAIAgent(
+        instructions: "You answer data-analysis questions by invoking the available tools. Always invoke a tool when one matches the request.",
+        tools: [.. mcpTools.Cast<AITool>()]);
+
+const string Prompt = "Analyze the dataset named 'sales-2025-q1' and summarize the findings.";
+
+Console.WriteLine("=== Transparent long-running MCP task (RunAsync) ===");
+Console.WriteLine("Asking the agent to analyze a dataset; the tool takes ~15s to complete.");
+Console.WriteLine("RunAsync blocks while the wrapper polls the task to completion.");
+Console.WriteLine();
+
+var stopwatch = System.Diagnostics.Stopwatch.StartNew();
+var response = await agent.RunAsync(Prompt);
+stopwatch.Stop();
+
+Console.WriteLine($"Agent response (after {stopwatch.Elapsed.TotalSeconds:F1}s):");
+Console.WriteLine(response.Text);
+
+Console.WriteLine();
+Console.WriteLine("=== Transparent long-running MCP task (RunStreamingAsync) ===");
+Console.WriteLine("Same request via the streaming API. Updates only begin to arrive after the");
+Console.WriteLine("tool's task reaches the Completed state, since the model needs the tool result");
+Console.WriteLine("before it can produce its final answer.");
+Console.WriteLine();
+
+stopwatch.Restart();
+await foreach (var update in agent.RunStreamingAsync(Prompt))
+{
+    Console.Write(update.Text);
+}
+stopwatch.Stop();
+
+Console.WriteLine();
+Console.WriteLine($"(Streaming completed after {stopwatch.Elapsed.TotalSeconds:F1}s.)");
+
+// --- Server mode (launched as a child process via --server) ---------------------------------
+static async Task RunMcpServerAsync()
+{
+    var builder = Host.CreateApplicationBuilder();
+
+    // Critical for stdio transport: any provider that writes to stdout will corrupt the
+    // JSON-RPC channel. Clear all providers; the MCP SDK routes its own diagnostics
+    // appropriately.
+    builder.Logging.ClearProviders();
+    builder.Logging.AddConsole(o => o.LogToStandardErrorThreshold = LogLevel.Trace);
+
+    builder.Services.AddMcpServer(o =>
+    {
+        o.TaskStore = new InMemoryMcpTaskStore();
+        o.ServerInfo = new Implementation { Name = "DatasetAnalyzer", Version = "1.0.0" };
+    })
+    .WithStdioServerTransport()
+    .WithTools<DatasetAnalysisTools>();
+
+    await builder.Build().RunAsync();
+}
+
+#pragma warning disable CA1812 // Discovered by MCP SDK via [McpServerToolType] attribute
+[McpServerToolType]
+internal sealed class DatasetAnalysisTools
+#pragma warning restore CA1812
+{
+    [McpServerTool(Name = "AnalyzeDataset", TaskSupport = ToolTaskSupport.Required)]
+    [Description("Analyze a tabular dataset and return summary statistics. This tool simulates a long-running analytic job (~15 seconds).")]
+    public static async Task<string> AnalyzeDatasetAsync(
+        [Description("The dataset identifier, e.g. 'sales-2025-q1'.")] string datasetName,
+        CancellationToken cancellationToken)
+    {
+        await Task.Delay(TimeSpan.FromSeconds(15), cancellationToken).ConfigureAwait(false);
+
+        return $"Findings for '{datasetName}': 12,403 rows; avg revenue $48,712; 3 anomalies detected in week 7; outliers concentrated in EMEA region.";
+    }
+}
@@ -0,0 +1,60 @@
+# Agent with MCP long-running task (transparent polling)
+
+This sample demonstrates Microsoft Agent Framework's MCP long-running task support: an agent invokes an MCP tool whose execution takes too long for a single request/response cycle, and the framework polls it to completion behind the function-calling loop. From the agent's perspective the tool simply returns its result.
+
+## What this sample shows
+
+- Using `McpClient.ListAgentToolsWithTaskSupportAsync(...)` (in `Microsoft.Agents.AI.Mcp`) to wrap MCP tools with task-aware behavior.
+- Configuring `McpTaskOptions.DefaultTimeToLive` to bound the server-side task.
+- Hosting a small MCP server (in this same executable, launched with `--server`) that advertises `execution.taskSupport=required` on a tool that sleeps for ~15 seconds.
+- No application-level polling, continuation tokens, or `AllowBackgroundResponses` flag are required.
+
+The decorator drives the lifecycle internally:
+
+1. `tools/call` augmented with task metadata (`CallToolAsTaskAsync`)
+2. `tasks/get` polled until terminal (`PollTaskUntilCompleteAsync`)
+3. `tasks/result` retrieved (`GetTaskResultAsync`) and returned to the function-calling loop
+
+The sample exercises both invocation styles against the same wrapper:
+
+- `agent.RunAsync(...)` blocks until the tool completes (~15 seconds in this sample) and returns the final response.
+- `agent.RunStreamingAsync(...)` returns immediately and yields `AgentResponseUpdate` chunks as the model emits them; in this scenario the model only begins streaming its answer once the wrapped tool's task reaches the `Completed` state, so the perceived "pause" before tokens arrive reflects tool execution time, not stream-channel latency.
+
+# Prerequisites
+
+- .NET 10 SDK or later
+- Azure OpenAI service endpoint and a chat-completions deployment
+- Azure CLI installed and authenticated (`az login`)
+
+Set the following environment variables:
+
+```powershell
+$env:AZURE_OPENAI_ENDPOINT="https://your-resource.openai.azure.com/"
+$env:AZURE_OPENAI_DEPLOYMENT_NAME="gpt-5.4-mini"  # optional; defaults to gpt-5.4-mini
+```
+
+# Running
+
+```powershell
+cd Agent_MCP_LongRunningTask_Client
+dotnet run
+```
+
+You should see output similar to:
+
+```
+=== Transparent long-running MCP task (RunAsync) ===
+Asking the agent to analyze a dataset; the tool takes ~15s to complete.
+RunAsync blocks while the wrapper polls the task to completion.
+
+Agent response (after 15.4s):
+The 'sales-2025-q1' dataset contains 12,403 rows ...
+
+=== Transparent long-running MCP task (RunStreamingAsync) ===
+Same request via the streaming API. Updates only begin to arrive after the
+tool's task reaches the Completed state, since the model needs the tool result
+before it can produce its final answer.
+
+The 'sales-2025-q1' dataset contains 12,403 rows ...
+(Streaming completed after 15.7s.)
+```
--- a/Show More
+++ b/Show More