Revert logging change in _capture_messages; keep chat-history-only logging

.devcontainer/devcontainer.json

@@ -1,19 +1,15 @@
 {
   "name": "Python 3",
-  "image": "mcr.microsoft.com/devcontainers/python:3.14-bookworm",
+  "image": "mcr.microsoft.com/devcontainers/python:3.13-bullseye",
   "features": {
     "ghcr.io/va-h/devcontainers-features/uv:1": {},
-    "ghcr.io/devcontainers/features/docker-in-docker:3": {},
-    "ghcr.io/devcontainers/features/azure-cli:1.2.9": {},
-    "ghcr.io/devcontainers/features/copilot-cli:1": {}
+    "ghcr.io/devcontainers/features/azure-cli:1.2.8": {}
   },
   "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"

.github/.linkspector.yml

@@ -8,7 +8,7 @@ ignorePatterns:
   - pattern: "./blob"
   - pattern: "./issues"
   - pattern: "./discussions"
-  - pattern: "./pull"
+  - pattern: "./pulls"
   - pattern: "https:\/\/platform.openai.com"
   - pattern: "http:\/\/localhost"
   - pattern: "http:\/\/127.0.0.1"

.github/actions/free-runner-disk-space/action.yml

@@ -1,64 +0,0 @@
-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

.github/actions/python-setup/action.yml

@@ -17,7 +17,7 @@ runs:
     using: "composite"
     steps:
       - name: Set up uv
-        uses: astral-sh/setup-uv@d0cc045d04ccac9d8b7881df0226f9e82c39688e # v6
+        uses: astral-sh/setup-uv@v6
         with:
             version-file: "python/pyproject.toml"
             enable-cache: true

.github/actions/sample-validation-setup/action.yml

@@ -24,7 +24,7 @@ runs:
   using: "composite"
   steps:
     - name: Set up Node.js environment
-      uses: actions/setup-node@48b55a011bda9f5d6aeb4c2d9c7362e8dae4041e # v6
+      uses: actions/setup-node@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@a457da9ea143d694b1b9c7c869ebb04ebe844ef5 # v2
+      uses: azure/login@v2
       with:
         client-id: ${{ inputs.azure-client-id }}
         tenant-id: ${{ inputs.azure-tenant-id }}

.github/dependabot.yml

@@ -44,15 +44,9 @@ updates:
 
   # Maintain dependencies for github-actions
   - package-ecosystem: "github-actions"
-    # 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/*"
+    # Workflow files stored in the
+    # default location of `.github/workflows`
+    directory: "/"
     schedule:
       interval: "weekly"
       day: "sunday"

.github/scripts/pr_limit_moderation.js

@@ -1,181 +0,0 @@
-// 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,
-    authorType: pullRequest.user.type,
-    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 isDependabotAuthor({ author, authorType }) {
-  return authorType === 'Bot' && author.toLowerCase() === 'dependabot[bot]';
-}
-
-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 openPullRequests = await github.paginate(github.rest.pulls.list, {
-    owner,
-    repo,
-    state: 'open',
-    per_page: 100,
-  });
-
-  const authorOpenPullRequestNumbers = openPullRequests
-    .filter((pullRequest) => pullRequest.user?.login === author)
-    .map((pullRequest) => pullRequest.number);
-  const currentPrIsOpen = authorOpenPullRequestNumbers.includes(pullRequestNumber);
-  const existingOpenPrCount = currentPrIsOpen
-    ? authorOpenPullRequestNumbers.length - 1
-    : authorOpenPullRequestNumbers.length;
-
-  return existingOpenPrCount + 1;
-}
-
-async function enforcePrLimit({ github, context, core, exemptLabelName, maxOpenPrs, labelName }) {
-  const { owner, repo } = context.repo;
-  const { author, authorType, labels, number } = getPullRequest(context);
-
-  if (isDependabotAuthor({ author, authorType })) {
-    core.info(`Author ${author} is Dependabot; skipping open PR limit enforcement.`);
-    return {
-      author,
-      closed: false,
-      dependabotExempt: true,
-      openPrCount: null,
-    };
-  }
-
-  if (hasLabel(labels, exemptLabelName)) {
-    core.info(`PR #${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,
-};

.github/tests/test_pr_limit_moderation.js

@@ -1,341 +0,0 @@
-// 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', authorType = 'User', labels = [], number = 123 } = {}) {
-  return {
-    repo: {
-      owner: 'microsoft',
-      repo: 'agent-framework',
-    },
-    payload: {
-      pull_request: {
-        number,
-        labels: labels.map((name) => ({ name })),
-        user: {
-          login: author,
-          type: authorType,
-        },
-      },
-    },
-  };
-}
-
-function createCore() {
-  const messages = [];
-  return {
-    messages,
-    info(message) {
-      messages.push(message);
-    },
-  };
-}
-
-function createGithub({
-  itemNumbers,
-  labelExists = true,
-  pullRequests = createPullRequestPage({ numbers: itemNumbers }),
-}) {
-  const calls = [];
-
-  return {
-    calls,
-    async paginate(method, params) {
-      calls.push({ api: 'paginate', method, params });
-      return pullRequests;
-    },
-    rest: {
-      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 list(params) {
-          calls.push({ api: 'pulls.list', params });
-          return { data: pullRequests };
-        },
-        async update(params) {
-          calls.push({ api: 'pulls.update', params });
-          return { data: { state: params.state } };
-        },
-      },
-    },
-  };
-}
-
-function createPullRequestPage({ author = 'community-user', numbers }) {
-  return numbers.map((number) => ({
-    number,
-    user: {
-      login: author,
-    },
-  }));
-}
-
-
-// ---------------------------------------------------------------------------
-// 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({
-      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),
-      ['paginate'],
-    );
-  });
-
-  it('counts the new PR when the pull list includes it', async () => {
-    const github = createGithub({
-      itemNumbers: [123, 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),
-      [
-        'paginate',
-        'issues.getLabel',
-        'issues.addLabels',
-        'issues.createComment',
-        'pulls.update',
-      ],
-    );
-  });
-
-  it('counts the current PR on top of existing open PRs', async () => {
-    const github = createGithub({
-      itemNumbers: [123, ...Array.from({ length: 24 }, (_, index) => index + 1)],
-      pullRequests: createPullRequestPage({
-        numbers: [123, ...Array.from({ length: 25 }, (_, index) => index + 1)],
-      }),
-    });
-
-    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, 26);
-    const comment = github.calls.find((call) => call.api === 'issues.createComment').params.body;
-    assert.match(comment, /This PR would put you at 26 open pull requests/);
-  });
-
-  it('creates the label when it does not already exist', async () => {
-    const github = createGithub({
-      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),
-      [
-        'paginate',
-        '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({
-      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),
-      [
-        'paginate',
-        'issues.getLabel',
-        'issues.createLabel',
-        'issues.addLabels',
-        'issues.createComment',
-        'pulls.update',
-      ],
-    );
-  });
-
-  it('uses a diplomatic close message with the configured limit', async () => {
-    const github = createGithub({
-      itemNumbers: [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 123],
-      pullRequests: createPullRequestPage({
-        author: 'octo-contributor',
-        numbers: [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({
-      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 close Dependabot PRs', async () => {
-    const github = createGithub({
-      itemNumbers: [123, ...Array.from({ length: 25 }, (_, index) => index + 1)],
-      pullRequests: createPullRequestPage({
-        author: 'dependabot[bot]',
-        numbers: [123, ...Array.from({ length: 25 }, (_, index) => index + 1)],
-      }),
-    });
-
-    const result = await enforcePrLimit({
-      github,
-      context: createContext({ author: 'dependabot[bot]', authorType: 'Bot' }),
-      core: createCore(),
-      exemptLabelName: 'pr-limit-exempt',
-      maxOpenPrs: 10,
-      labelName: 'too-many-prs',
-    });
-
-    assert.equal(result.closed, false);
-    assert.equal(result.dependabotExempt, true);
-    assert.equal(result.openPrCount, null);
-    assert.deepEqual(github.calls, []);
-  });
-
-  it('counts the current PR when the author has more than one page of open PRs', async () => {
-    const github = createGithub({
-      itemNumbers: [123, ...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);
-  });
-});

.github/workflows/codeql-analysis.yml

@@ -32,13 +32,13 @@ jobs:
 
     steps:
       - name: Checkout repository
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@v6
         with:
           persist-credentials: false
 
       # Initializes the CodeQL tools for scanning.
       - name: Initialize CodeQL
-        uses: github/codeql-action/init@9e0d7b8d25671d64c341c19c0152d693099fb5ba # v4
+        uses: github/codeql-action/init@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@9e0d7b8d25671d64c341c19c0152d693099fb5ba # v4
+        uses: github/codeql-action/autobuild@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@9e0d7b8d25671d64c341c19c0152d693099fb5ba # v4
+        uses: github/codeql-action/analyze@v4
         with:
           category: "/language:${{matrix.language}}"

.github/workflows/devflow-pr-review.yml

@@ -66,7 +66,7 @@ jobs:
 
       - name: Check PR author team membership
         id: check
-        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
+        uses: actions/github-script@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@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@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@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@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@a26af69be951a213d495a4c3e4e4022e16d87065 # v5
+        uses: actions/setup-python@v5
         with:
           python-version: "3.13"
 
       - name: Set up uv
-        uses: astral-sh/setup-uv@37802adc94f370d6bfd71619e3f0bf239e1f3b78 # v7
+        uses: astral-sh/setup-uv@v7
         with:
           version: "0.11.x"
           enable-cache: true

.github/workflows/dotnet-build-and-test.yml

@@ -41,8 +41,8 @@ jobs:
       functionsChanged: ${{ steps.filter.outputs.functions }}
       coreChanged: ${{ steps.filter.outputs.core }}
     steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
-      - uses: dorny/paths-filter@d1c1ffe0248fe513906c8e24db8ea791d46f8590 # v3
+      - uses: actions/checkout@v6
+      - uses: dorny/paths-filter@v3
         id: filter
         with:
           filters: |
@@ -111,7 +111,7 @@ jobs:
 
     runs-on: ${{ matrix.os }}
     steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+      - uses: actions/checkout@v6
         with:
             persist-credentials: false
             sparse-checkout: |
@@ -121,11 +121,8 @@ jobs:
               python
               declarative-agents
 
-      - name: Free runner disk space
-        uses: ./.github/actions/free-runner-disk-space
-
       - name: Setup dotnet
-        uses: actions/setup-dotnet@c2fa09f4bde5ebb9d1777cf28262a3eb3db3ced7 # v5.2.0
+        uses: actions/setup-dotnet@v5.2.0
         with:
           global-json-file: ${{ github.workspace }}/dotnet/global.json
       - name: Build dotnet solutions
@@ -184,7 +181,7 @@ jobs:
     runs-on: ${{ matrix.os }}
     environment: ${{ matrix.environment }}
     steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+      - uses: actions/checkout@v6
         with:
             persist-credentials: false
             sparse-checkout: |
@@ -194,9 +191,6 @@ 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)) }}
@@ -208,7 +202,7 @@ jobs:
           echo "COSMOSDB_EMULATOR_AVAILABLE=true" >> $env:GITHUB_ENV
 
       - name: Setup dotnet
-        uses: actions/setup-dotnet@c2fa09f4bde5ebb9d1777cf28262a3eb3db3ced7 # v5.2.0
+        uses: actions/setup-dotnet@v5.2.0
         with:
           global-json-file: ${{ github.workspace }}/dotnet/global.json
 
@@ -277,7 +271,7 @@ jobs:
 
       - name: Azure CLI Login
         if: github.event_name != 'pull_request' && matrix.integration-tests
-        uses: azure/login@a457da9ea143d694b1b9c7c869ebb04ebe844ef5 # v2
+        uses: azure/login@v2
         with:
           client-id: ${{ secrets.AZURE_CLIENT_ID }}
           tenant-id: ${{ secrets.AZURE_TENANT_ID }}
@@ -324,7 +318,7 @@ jobs:
       # Generate test reports and check coverage
       - name: Generate test reports
         if: matrix.targetFramework == env.COVERAGE_FRAMEWORK
-        uses: danielpalme/ReportGenerator-GitHub-Action@2a82782178b2816d9d6960a7345fdd164791b323 # 5.5.3
+        uses: danielpalme/ReportGenerator-GitHub-Action@5.5.3
         with:
           reports: "./TestResults/Coverage/**/*.cobertura.xml"
           targetdir: "./TestResults/Reports"
@@ -332,7 +326,7 @@ jobs:
 
       - name: Upload coverage report artifact
         if: matrix.targetFramework == env.COVERAGE_FRAMEWORK
-        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
+        uses: actions/upload-artifact@v7
         with:
           name: CoverageReport-${{ matrix.os }}-${{ matrix.targetFramework }}-${{ matrix.configuration }} # Artifact name
           path: ./TestResults/Reports # Directory containing files to upload
@@ -344,7 +338,7 @@ jobs:
 
       - name: Upload integration test results
         if: always() && github.event_name != 'pull_request' && matrix.integration-tests
-        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
+        uses: actions/upload-artifact@v7
         with:
           name: dotnet-test-results-${{ matrix.targetFramework }}-${{ matrix.os }}
           path: IntegrationTestResults/**/*.junit
@@ -362,7 +356,7 @@ jobs:
     env:
       configuration: Release
     steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+      - uses: actions/checkout@v6
         with:
           persist-credentials: false
           sparse-checkout: |
@@ -371,11 +365,8 @@ jobs:
             dotnet
             python
 
-      - name: Free runner disk space
-        uses: ./.github/actions/free-runner-disk-space
-
       - name: Setup dotnet
-        uses: actions/setup-dotnet@c2fa09f4bde5ebb9d1777cf28262a3eb3db3ced7 # v5.2.0
+        uses: actions/setup-dotnet@v5.2.0
         with:
           global-json-file: ${{ github.workspace }}/dotnet/global.json
 
@@ -390,7 +381,7 @@ jobs:
         run: dotnet build dotnet/tests/Foundry.Hosting.IntegrationTests/Foundry.Hosting.IntegrationTests.csproj -c "$configuration" --warnaserror
 
       - name: Azure CLI Login
-        uses: azure/login@a457da9ea143d694b1b9c7c869ebb04ebe844ef5 # v2
+        uses: azure/login@v2
         with:
           client-id: ${{ secrets.AZURE_CLIENT_ID }}
           tenant-id: ${{ secrets.AZURE_TENANT_ID }}
@@ -451,7 +442,7 @@ jobs:
     runs-on: ubuntu-latest
     environment: integration
     steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+      - uses: actions/checkout@v6
         with:
           persist-credentials: false
           sparse-checkout: |
@@ -461,11 +452,8 @@ jobs:
             python
             declarative-agents
 
-      - name: Free runner disk space
-        uses: ./.github/actions/free-runner-disk-space
-
       - name: Setup dotnet
-        uses: actions/setup-dotnet@c2fa09f4bde5ebb9d1777cf28262a3eb3db3ced7 # v5.2.0
+        uses: actions/setup-dotnet@v5.2.0
         with:
           global-json-file: ${{ github.workspace }}/dotnet/global.json
 
@@ -477,7 +465,7 @@ jobs:
           dotnet build ./tests/Microsoft.Agents.AI.Hosting.AzureFunctions.IntegrationTests -c Release -f net10.0 --warnaserror
 
       - name: Azure CLI Login
-        uses: azure/login@a457da9ea143d694b1b9c7c869ebb04ebe844ef5 # v2
+        uses: azure/login@v2
         with:
           client-id: ${{ secrets.AZURE_CLIENT_ID }}
           tenant-id: ${{ secrets.AZURE_TENANT_ID }}
@@ -534,7 +522,7 @@ jobs:
 
       - name: Upload functions test results
         if: always()
-        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
+        uses: actions/upload-artifact@v7
         with:
           name: dotnet-test-results-functions-net10.0-ubuntu-latest
           path: IntegrationTestResults/**/*.junit
@@ -572,14 +560,14 @@ jobs:
       - name: Fail workflow if tests failed
         id: check_tests_failed
         if: contains(join(needs.*.result, ','), 'failure')
-        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
+        uses: actions/github-script@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@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
+        uses: actions/github-script@v8
         with:
           script: core.setFailed('Integration Tests Cancelled!')
 
@@ -597,7 +585,7 @@ jobs:
       run:
         working-directory: python
     steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+      - uses: actions/checkout@v6
         with:
           persist-credentials: false
           sparse-checkout: |
@@ -609,12 +597,12 @@ jobs:
           python-version: "3.13"
           os: ${{ runner.os }}
       - name: Download all test results from current run
-        uses: actions/download-artifact@d3f86a106a0bac45b974a628896c90dbdf5c8093 # v4
+        uses: actions/download-artifact@v4
         with:
           pattern: dotnet-test-results-*
           path: dotnet-test-results/
       - name: Restore report history cache
-        uses: actions/cache/restore@0057852bfaa89a56745cba8c7296529d2fc39830 # v4
+        uses: actions/cache/restore@v4
         with:
           path: python/dotnet-integration-report-history.json
           key: dotnet-integration-report-history-${{ github.run_id }}
@@ -631,13 +619,13 @@ jobs:
         run: cat dotnet-integration-test-report.md >> $GITHUB_STEP_SUMMARY
       - name: Save report history cache
         if: always()
-        uses: actions/cache/save@0057852bfaa89a56745cba8c7296529d2fc39830 # v4
+        uses: actions/cache/save@v4
         with:
           path: python/dotnet-integration-report-history.json
           key: dotnet-integration-report-history-${{ github.run_id }}
       - name: Upload trend report
         if: always()
-        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
+        uses: actions/upload-artifact@v7
         with:
           name: dotnet-integration-test-report
           path: |

.github/workflows/dotnet-format.yml

@@ -30,7 +30,7 @@ jobs:
 
     steps:
       - name: Check out code
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@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@b17fbb00bdc0c0f63fcf166580804b4d2cdc2a42 # v1
+        uses: jitterbit/get-changed-files@v1
         continue-on-error: true
 
       - name: No C# files changed

.github/workflows/dotnet-integration-tests.yml

@@ -29,7 +29,7 @@ jobs:
     environment: integration
     timeout-minutes: 60
     steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+      - uses: actions/checkout@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@c2fa09f4bde5ebb9d1777cf28262a3eb3db3ced7 # v5.2.0
+        uses: actions/setup-dotnet@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@a457da9ea143d694b1b9c7c869ebb04ebe844ef5 # v2
+        uses: azure/login@v2
         with:
           client-id: ${{ secrets.AZURE_CLIENT_ID }}
           tenant-id: ${{ secrets.AZURE_TENANT_ID }}

.github/workflows/dotnet-verify-samples.yml

@@ -41,7 +41,7 @@ jobs:
     environment: 'integration'
     timeout-minutes: 90
     steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+      - uses: actions/checkout@v6
         with:
           persist-credentials: false
           sparse-checkout: |
@@ -52,13 +52,13 @@ jobs:
             declarative-agents
 
       - name: Setup dotnet
-        uses: actions/setup-dotnet@c2fa09f4bde5ebb9d1777cf28262a3eb3db3ced7 # v5.2.0
+        uses: actions/setup-dotnet@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@a457da9ea143d694b1b9c7c869ebb04ebe844ef5 # v2
+        uses: azure/login@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@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
+        uses: actions/upload-artifact@v7
         with:
           name: verify-samples-results
           path: |

.github/workflows/issue-triage.yml

@@ -53,7 +53,7 @@ jobs:
           echo "repo=${GITHUB_REPOSITORY}" >> "$GITHUB_OUTPUT"
 
       - name: Checkout scripts
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@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@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
+        uses: actions/github-script@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@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@v6
         with:
           fetch-depth: 0
           persist-credentials: false
@@ -101,7 +101,7 @@ jobs:
 
       # Private DevFlow (maf-dashboard) checkout.
       - name: Checkout DevFlow
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@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@a26af69be951a213d495a4c3e4e4022e16d87065 # v5
+        uses: actions/setup-python@v5
         with:
           python-version: "3.13"
 
       - name: Set up uv
-        uses: astral-sh/setup-uv@37802adc94f370d6bfd71619e3f0bf239e1f3b78 # v7
+        uses: astral-sh/setup-uv@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@a457da9ea143d694b1b9c7c869ebb04ebe844ef5 # v2
+        uses: azure/login@v2
         with:
           client-id: ${{ secrets.AZURE_CLIENT_ID }}
           tenant-id: ${{ secrets.AZURE_TENANT_ID }}
@@ -137,7 +137,6 @@ 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 }}

.github/workflows/label-issues.yml

@@ -13,7 +13,7 @@ jobs:
     permissions:
       issues: write
     steps:
-      - uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
+      - uses: actions/github-script@v8
         with:
           github-token: ${{ secrets.GH_ACTIONS_PR_WRITE }}
           script: |

.github/workflows/label-pr.yml

@@ -16,6 +16,6 @@ jobs:
       pull-requests: write
 
     steps:
-      - uses: actions/labeler@f27b608878404679385c85cfa523b85ccb86e213 # v6
+      - uses: actions/labeler@v6
         with:
           repo-token: "${{ secrets.GH_ACTIONS_PR_WRITE }}"

.github/workflows/label-title-prefix.yml

@@ -15,7 +15,7 @@ jobs:
       pull-requests: write
 
     steps:
-      - uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
+      - uses: actions/github-script@v8
         name: "Issue/PR: update title"
         with:
           github-token: ${{ secrets.GITHUB_TOKEN }}

.github/workflows/limit-community-prs.yml

@@ -1,83 +0,0 @@
-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,
-            });

.github/workflows/markdown-link-check.yml

@@ -19,21 +19,13 @@ jobs:
     runs-on: ubuntu-22.04
     # check out the latest version of the code
     steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+      - uses: actions/checkout@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@963b6264d7de32c904942a70b488d3407453049e # v1
+        uses: umbrelladocs/action-linkspector@v1
         with:
           reporter: local
           filter_mode: nofilter

.github/workflows/merge-gatekeeper.yml

@@ -19,7 +19,7 @@ jobs:
     steps:
       - name: Wait for required checks
         if: github.event_name == 'pull_request'
-        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
+        uses: actions/github-script@v8
         env:
           TIMEOUT_SECONDS: "3600"
           INTERVAL_SECONDS: "30"

.github/workflows/python-code-quality.yml

@@ -27,7 +27,7 @@ jobs:
     env:
       UV_PYTHON: ${{ matrix.python-version }}
     steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+      - uses: actions/checkout@v6
         with:
           fetch-depth: 0
       - name: Set up python and install the project
@@ -38,11 +38,11 @@ jobs:
           os: ${{ runner.os }}
         env:
           UV_CACHE_DIR: /tmp/.uv-cache
-      - uses: actions/cache@27d5ce7f107fe9357f9df03efb73ab90386fccae # v5
+      - uses: actions/cache@v5
         with:
           path: ~/.cache/prek
           key: prek|${{ matrix.python-version }}|${{ hashFiles('python/.pre-commit-config.yaml') }}
-      - uses: j178/prek-action@0bb87d7f00b0c99306c8bcb8b8beba1eb581c037 # v1
+      - uses: j178/prek-action@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@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+      - uses: actions/checkout@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@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+      - uses: actions/checkout@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@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+      - uses: actions/checkout@v6
         with:
           fetch-depth: 0
       - name: Set up python and install the project

.github/workflows/python-dependency-range-validation.yml

@@ -22,7 +22,7 @@ jobs:
       UV_PYTHON: "3.13"
       GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
     steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+      - uses: actions/checkout@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@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
+        uses: actions/upload-artifact@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@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
+        uses: actions/github-script@v8
         with:
           script: |
             const fs = require("fs")

.github/workflows/python-dev-dependency-upgrade.yml

@@ -18,7 +18,7 @@ jobs:
       UV_PYTHON: "3.13"
       GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
     steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+      - uses: actions/checkout@v6
         with:
           fetch-depth: 0
 

.github/workflows/python-docs.yml

@@ -24,9 +24,9 @@ jobs:
       run:
         working-directory: python
     steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+      - uses: actions/checkout@v6
       - name: Set up uv
-        uses: astral-sh/setup-uv@37802adc94f370d6bfd71619e3f0bf239e1f3b78 # v7
+        uses: astral-sh/setup-uv@v7
         with:
           version-file: "python/pyproject.toml"
           enable-cache: true

.github/workflows/python-integration-tests.yml

@@ -36,7 +36,7 @@ jobs:
       run:
         working-directory: python
     steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+      - uses: actions/checkout@v6
         with:
           ref: ${{ inputs.checkout-ref }}
           persist-credentials: false
@@ -69,7 +69,7 @@ jobs:
       run:
         working-directory: python
     steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+      - uses: actions/checkout@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@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
+        uses: actions/upload-artifact@v7
         with:
           name: test-results-openai
           path: ./python/pytest.xml
@@ -112,7 +112,7 @@ jobs:
       run:
         working-directory: python
     steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+      - uses: actions/checkout@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@a457da9ea143d694b1b9c7c869ebb04ebe844ef5 # v2
+        uses: azure/login@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@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
+        uses: actions/upload-artifact@v7
         with:
           name: test-results-azure-openai
           path: ./python/pytest.xml
@@ -163,7 +163,7 @@ jobs:
       run:
         working-directory: python
     steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+      - uses: actions/checkout@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@0057852bfaa89a56745cba8c7296529d2fc39830 # v4
+        uses: actions/cache@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@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
+        uses: actions/upload-artifact@v7
         with:
           name: test-results-misc
           path: ./python/pytest.xml
@@ -283,7 +283,7 @@ jobs:
       run:
         working-directory: python
     steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+      - uses: actions/checkout@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@a457da9ea143d694b1b9c7c869ebb04ebe844ef5 # v2
+        uses: azure/login@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@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
+        uses: actions/upload-artifact@v7
         with:
           name: test-results-functions
           path: ./python/pytest.xml
@@ -341,7 +341,7 @@ jobs:
       run:
         working-directory: python
     steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+      - uses: actions/checkout@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@a457da9ea143d694b1b9c7c869ebb04ebe844ef5 # v2
+        uses: azure/login@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@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
+        uses: actions/upload-artifact@v7
         with:
           name: test-results-foundry
           path: ./python/pytest.xml
@@ -388,7 +388,7 @@ jobs:
       run:
         working-directory: python
     steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+      - uses: actions/checkout@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@a457da9ea143d694b1b9c7c869ebb04ebe844ef5 # v2
+        uses: azure/login@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@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
+        uses: actions/upload-artifact@v7
         with:
           name: test-results-foundry-hosting
           path: ./python/pytest.xml
@@ -443,7 +443,7 @@ jobs:
       run:
         working-directory: python
     steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+      - uses: actions/checkout@v6
         with:
           ref: ${{ inputs.checkout-ref }}
           persist-credentials: false
@@ -468,51 +468,12 @@ jobs:
         run: uv run --directory packages/azure-cosmos poe integration-tests -n logical --dist worksteal --timeout=120 --session-timeout=900 --timeout_method thread --retries 2 --retry-delay 5 --junitxml=${{ github.workspace }}/python/pytest.xml
       - name: Upload test results
         if: always()
-        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
+        uses: actions/upload-artifact@v7
         with:
           name: test-results-cosmos
           path: ./python/pytest.xml
           if-no-files-found: ignore
 
-  # GitHub Copilot integration tests
-  python-tests-github-copilot:
-    name: Python Integration Tests - GitHub Copilot
-    runs-on: ubuntu-latest
-    environment: integration
-    timeout-minutes: 60
-    env:
-      COPILOT_GITHUB_TOKEN: ${{ secrets.COPILOT_GITHUB_TOKEN }}
-      GITHUB_COPILOT_TIMEOUT: "120"
-    defaults:
-      run:
-        working-directory: python
-    steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
-        with:
-          ref: ${{ inputs.checkout-ref }}
-          persist-credentials: false
-      - name: Set up python and install the project
-        id: python-setup
-        uses: ./.github/actions/python-setup
-        with:
-          python-version: ${{ env.UV_PYTHON }}
-          os: ${{ runner.os }}
-      - name: Test with pytest (GitHub Copilot integration)
-        run: >
-          uv run pytest --import-mode=importlib
-          packages/github_copilot/tests
-          -m integration
-          --timeout=120 --session-timeout=900 --timeout_method thread
-          --retries 2 --retry-delay 5
-          --junitxml=pytest.xml
-      - name: Upload test results
-        if: always()
-        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
-        with:
-          name: test-results-github-copilot
-          path: ./python/pytest.xml
-          if-no-files-found: ignore
-
   # Integration test trend report (aggregates per-job JUnit XML results)
   python-integration-test-report:
     name: Integration Test Report
@@ -529,14 +490,13 @@ jobs:
         python-tests-foundry,
         python-tests-foundry-hosting,
         python-tests-cosmos,
-        python-tests-github-copilot,
       ]
     runs-on: ubuntu-latest
     defaults:
       run:
         working-directory: python
     steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+      - uses: actions/checkout@v6
         with:
           ref: ${{ inputs.checkout-ref }}
           persist-credentials: false
@@ -546,12 +506,12 @@ jobs:
           python-version: ${{ env.UV_PYTHON }}
           os: ${{ runner.os }}
       - name: Download all test results from current run
-        uses: actions/download-artifact@d3f86a106a0bac45b974a628896c90dbdf5c8093 # v4
+        uses: actions/download-artifact@v4
         with:
           pattern: test-results-*
           path: test-results/
       - name: Restore report history cache
-        uses: actions/cache/restore@0057852bfaa89a56745cba8c7296529d2fc39830 # v4
+        uses: actions/cache/restore@v4
         with:
           path: python/integration-report-history.json
           key: integration-report-history-integration-${{ github.run_id }}
@@ -568,13 +528,13 @@ jobs:
         run: cat integration-test-report.md >> $GITHUB_STEP_SUMMARY
       - name: Save report history cache
         if: always()
-        uses: actions/cache/save@0057852bfaa89a56745cba8c7296529d2fc39830 # v4
+        uses: actions/cache/save@v4
         with:
           path: python/integration-report-history.json
           key: integration-report-history-integration-${{ github.run_id }}
       - name: Upload unified trend report
         if: always()
-        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
+        uses: actions/upload-artifact@v7
         with:
           name: integration-test-report
           path: |
@@ -593,18 +553,17 @@ jobs:
         python-tests-functions,
         python-tests-foundry,
         python-tests-foundry-hosting,
-        python-tests-cosmos,
-        python-tests-github-copilot
+        python-tests-cosmos
       ]
     steps:
       - name: Fail workflow if tests failed
         if: contains(join(needs.*.result, ','), 'failure')
-        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
+        uses: actions/github-script@v8
         with:
           script: core.setFailed('Integration Tests Failed!')
 
       - name: Fail workflow if tests cancelled
         if: contains(join(needs.*.result, ','), 'cancelled')
-        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
+        uses: actions/github-script@v8
         with:
           script: core.setFailed('Integration Tests Cancelled!')

.github/workflows/python-lab-tests.yml

@@ -24,8 +24,8 @@ jobs:
     outputs:
       pythonChanges: ${{ steps.filter.outputs.python}}
     steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
-      - uses: dorny/paths-filter@d1c1ffe0248fe513906c8e24db8ea791d46f8590 # v3
+      - uses: actions/checkout@v6
+      - uses: dorny/paths-filter@v3
         id: filter
         with:
           filters: |
@@ -59,7 +59,7 @@ jobs:
       run:
         working-directory: python
     steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+      - uses: actions/checkout@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@20b595761ba9bf89e115e875f8bc863f913bc8ad # v0.7.2
+        uses: pmeier/pytest-results-action@v0.7.2
         with:
           path: ./python/packages/lab/**.xml
           summary: true

.github/workflows/python-merge-tests.yml

@@ -40,10 +40,9 @@ jobs:
       foundryChanged: ${{ steps.filter.outputs.foundry }}
       foundryHostingChanged: ${{ steps.filter.outputs.foundry_hosting }}
       cosmosChanged: ${{ steps.filter.outputs.cosmos }}
-      githubCopilotChanged: ${{ steps.filter.outputs.github_copilot }}
     steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
-      - uses: dorny/paths-filter@d1c1ffe0248fe513906c8e24db8ea791d46f8590 # v3
+      - uses: actions/checkout@v6
+      - uses: dorny/paths-filter@v3
         id: filter
         with:
           filters: |
@@ -86,8 +85,6 @@ jobs:
               - 'python/packages/foundry_hosting/**'
             cosmos:
               - 'python/packages/azure-cosmos/**'
-            github_copilot:
-              - 'python/packages/github_copilot/**'
       # run only if 'python' files were changed
       - name: python tests
         if: steps.filter.outputs.python == 'true'
@@ -109,7 +106,7 @@ jobs:
       run:
         working-directory: python
     steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+      - uses: actions/checkout@v6
       - name: Set up python and install the project
         id: python-setup
         uses: ./.github/actions/python-setup
@@ -126,7 +123,7 @@ jobs:
         working-directory: ./python
       - name: Surface failing tests
         if: always()
-        uses: pmeier/pytest-results-action@20b595761ba9bf89e115e875f8bc863f913bc8ad # v0.7.2
+        uses: pmeier/pytest-results-action@v0.7.2
         with:
           path: ./python/pytest.xml
           summary: true
@@ -156,7 +153,7 @@ jobs:
       run:
         working-directory: python
     steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+      - uses: actions/checkout@v6
       - name: Set up python and install the project
         id: python-setup
         uses: ./.github/actions/python-setup
@@ -180,7 +177,7 @@ jobs:
         working-directory: ./python
       - name: Surface failing tests
         if: always()
-        uses: pmeier/pytest-results-action@20b595761ba9bf89e115e875f8bc863f913bc8ad # v0.7.2
+        uses: pmeier/pytest-results-action@v0.7.2
         with:
           path: ./python/pytest.xml
           summary: true
@@ -189,7 +186,7 @@ jobs:
           title: OpenAI integration test results
       - name: Upload test results
         if: always()
-        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
+        uses: actions/upload-artifact@v7
         with:
           name: test-results-openai
           path: ./python/pytest.xml
@@ -217,7 +214,7 @@ jobs:
       run:
         working-directory: python
     steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+      - uses: actions/checkout@v6
       - name: Set up python and install the project
         id: python-setup
         uses: ./.github/actions/python-setup
@@ -226,7 +223,7 @@ jobs:
           os: ${{ runner.os }}
       - name: Azure CLI Login
         if: github.event_name != 'pull_request'
-        uses: azure/login@a457da9ea143d694b1b9c7c869ebb04ebe844ef5 # v2
+        uses: azure/login@v2
         with:
           client-id: ${{ secrets.AZURE_CLIENT_ID }}
           tenant-id: ${{ secrets.AZURE_TENANT_ID }}
@@ -250,7 +247,7 @@ jobs:
         working-directory: ./python
       - name: Surface failing tests
         if: always()
-        uses: pmeier/pytest-results-action@20b595761ba9bf89e115e875f8bc863f913bc8ad # v0.7.2
+        uses: pmeier/pytest-results-action@v0.7.2
         with:
           path: ./python/pytest.xml
           summary: true
@@ -259,7 +256,7 @@ jobs:
           title: Azure OpenAI integration test results
       - name: Upload test results
         if: always()
-        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
+        uses: actions/upload-artifact@v7
         with:
           name: test-results-azure-openai
           path: ./python/pytest.xml
@@ -287,7 +284,7 @@ jobs:
       run:
         working-directory: python
     steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+      - uses: actions/checkout@v6
       - name: Set up python and install the project
         id: python-setup
         uses: ./.github/actions/python-setup
@@ -298,7 +295,7 @@ jobs:
         run: curl -fsSL https://ollama.com/install.sh | sh
         working-directory: .
       - name: Cache Ollama models
-        uses: actions/cache@0057852bfaa89a56745cba8c7296529d2fc39830 # v4
+        uses: actions/cache@v4
         with:
           path: ~/.ollama/models
           key: ollama-models-qwen2.5-1.5b-nomic-embed-text-v1
@@ -373,7 +370,7 @@ jobs:
           kill -KILL -- "-$server_pid" 2>/dev/null || kill -KILL "$server_pid" 2>/dev/null || true
       - name: Surface failing tests
         if: always()
-        uses: pmeier/pytest-results-action@20b595761ba9bf89e115e875f8bc863f913bc8ad # v0.7.2
+        uses: pmeier/pytest-results-action@v0.7.2
         with:
           path: ./python/pytest.xml
           summary: true
@@ -382,7 +379,7 @@ jobs:
           title: Misc integration test results
       - name: Upload test results
         if: always()
-        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
+        uses: actions/upload-artifact@v7
         with:
           name: test-results-misc
           path: ./python/pytest.xml
@@ -420,7 +417,7 @@ jobs:
       run:
         working-directory: python
     steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+      - uses: actions/checkout@v6
       - name: Set up python and install the project
         id: python-setup
         uses: ./.github/actions/python-setup
@@ -429,7 +426,7 @@ jobs:
           os: ${{ runner.os }}
       - name: Azure CLI Login
         if: github.event_name != 'pull_request'
-        uses: azure/login@a457da9ea143d694b1b9c7c869ebb04ebe844ef5 # v2
+        uses: azure/login@v2
         with:
           client-id: ${{ secrets.AZURE_CLIENT_ID }}
           tenant-id: ${{ secrets.AZURE_TENANT_ID }}
@@ -451,7 +448,7 @@ jobs:
         working-directory: ./python
       - name: Surface failing tests
         if: always()
-        uses: pmeier/pytest-results-action@20b595761ba9bf89e115e875f8bc863f913bc8ad # v0.7.2
+        uses: pmeier/pytest-results-action@v0.7.2
         with:
           path: ./python/pytest.xml
           summary: true
@@ -460,7 +457,7 @@ jobs:
           title: Functions integration test results
       - name: Upload test results
         if: always()
-        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
+        uses: actions/upload-artifact@v7
         with:
           name: test-results-functions
           path: ./python/pytest.xml
@@ -491,7 +488,7 @@ jobs:
       run:
         working-directory: python
     steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+      - uses: actions/checkout@v6
       - name: Set up python and install the project
         id: python-setup
         uses: ./.github/actions/python-setup
@@ -500,7 +497,7 @@ jobs:
           os: ${{ runner.os }}
       - name: Azure CLI Login
         if: github.event_name != 'pull_request'
-        uses: azure/login@a457da9ea143d694b1b9c7c869ebb04ebe844ef5 # v2
+        uses: azure/login@v2
         with:
           client-id: ${{ secrets.AZURE_CLIENT_ID }}
           tenant-id: ${{ secrets.AZURE_TENANT_ID }}
@@ -518,7 +515,7 @@ jobs:
         working-directory: ./python
       - name: Surface failing tests
         if: always()
-        uses: pmeier/pytest-results-action@20b595761ba9bf89e115e875f8bc863f913bc8ad # v0.7.2
+        uses: pmeier/pytest-results-action@v0.7.2
         with:
           path: ./python/pytest.xml
           summary: true
@@ -527,7 +524,7 @@ jobs:
           title: Test results
       - name: Upload test results
         if: always()
-        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
+        uses: actions/upload-artifact@v7
         with:
           name: test-results-foundry
           path: ./python/pytest.xml
@@ -552,7 +549,7 @@ jobs:
       run:
         working-directory: python
     steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+      - uses: actions/checkout@v6
       - name: Set up python and install the project
         id: python-setup
         uses: ./.github/actions/python-setup
@@ -561,7 +558,7 @@ jobs:
           os: ${{ runner.os }}
       - name: Azure CLI Login
         if: github.event_name != 'pull_request'
-        uses: azure/login@a457da9ea143d694b1b9c7c869ebb04ebe844ef5 # v2
+        uses: azure/login@v2
         with:
           client-id: ${{ secrets.AZURE_CLIENT_ID }}
           tenant-id: ${{ secrets.AZURE_TENANT_ID }}
@@ -579,7 +576,7 @@ jobs:
         working-directory: ./python
       - name: Surface failing tests
         if: always()
-        uses: pmeier/pytest-results-action@20b595761ba9bf89e115e875f8bc863f913bc8ad # v0.7.2
+        uses: pmeier/pytest-results-action@v0.7.2
         with:
           path: ./python/pytest.xml
           summary: true
@@ -588,7 +585,7 @@ jobs:
           title: Foundry Hosting integration test results
       - name: Upload test results
         if: always()
-        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
+        uses: actions/upload-artifact@v7
         with:
           name: test-results-foundry-hosting
           path: ./python/pytest.xml
@@ -623,7 +620,7 @@ jobs:
       run:
         working-directory: python
     steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+      - uses: actions/checkout@v6
       - name: Set up python and install the project
         id: python-setup
         uses: ./.github/actions/python-setup
@@ -646,7 +643,7 @@ jobs:
         working-directory: ./python
       - name: Surface failing tests
         if: always()
-        uses: pmeier/pytest-results-action@20b595761ba9bf89e115e875f8bc863f913bc8ad # v0.7.2
+        uses: pmeier/pytest-results-action@v0.7.2
         with:
           path: ./python/pytest.xml
           summary: true
@@ -655,64 +652,12 @@ jobs:
           title: Cosmos integration test results
       - name: Upload test results
         if: always()
-        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
+        uses: actions/upload-artifact@v7
         with:
           name: test-results-cosmos
           path: ./python/pytest.xml
           if-no-files-found: ignore
 
-  # GitHub Copilot integration tests
-  python-tests-github-copilot:
-    name: Python Tests - GitHub Copilot Integration
-    needs: paths-filter
-    if: >
-      github.event_name != 'pull_request' &&
-      needs.paths-filter.outputs.pythonChanges == 'true' &&
-      (github.event_name != 'merge_group' ||
-       needs.paths-filter.outputs.githubCopilotChanged == 'true' ||
-       needs.paths-filter.outputs.coreChanged == 'true')
-    runs-on: ubuntu-latest
-    environment: integration
-    timeout-minutes: 60
-    env:
-      COPILOT_GITHUB_TOKEN: ${{ secrets.COPILOT_GITHUB_TOKEN }}
-      GITHUB_COPILOT_TIMEOUT: "120"
-    defaults:
-      run:
-        working-directory: python
-    steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
-      - name: Set up python and install the project
-        id: python-setup
-        uses: ./.github/actions/python-setup
-        with:
-          python-version: ${{ env.UV_PYTHON }}
-          os: ${{ runner.os }}
-      - name: Test with pytest (GitHub Copilot integration)
-        run: >
-          uv run pytest --import-mode=importlib
-          packages/github_copilot/tests
-          -m integration
-          --timeout=120 --session-timeout=900 --timeout_method thread
-          --retries 2 --retry-delay 5
-          --junitxml=pytest.xml
-      - name: Surface failing tests
-        if: always()
-        uses: pmeier/pytest-results-action@20b595761ba9bf89e115e875f8bc863f913bc8ad # v0.7.2
-        with:
-          path: ./python/pytest.xml
-          summary: true
-          display-options: fEX
-          fail-on-empty: false
-          title: GitHub Copilot integration test results
-      - name: Upload test results
-        if: always()
-        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
-        with:
-          name: test-results-github-copilot
-          path: ./python/pytest.xml
-          if-no-files-found: ignore
-
   # Integration test trend report (aggregates per-job JUnit XML results)
   python-integration-test-report:
     name: Integration Test Report
@@ -729,26 +674,25 @@ jobs:
         python-tests-foundry,
         python-tests-foundry-hosting,
         python-tests-cosmos,
-        python-tests-github-copilot,
       ]
     runs-on: ubuntu-latest
     defaults:
       run:
         working-directory: python
     steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+      - uses: actions/checkout@v6
       - name: Set up python and install the project
         uses: ./.github/actions/python-setup
         with:
           python-version: ${{ env.UV_PYTHON }}
           os: ${{ runner.os }}
       - name: Download all test results from current run
-        uses: actions/download-artifact@d3f86a106a0bac45b974a628896c90dbdf5c8093 # v4
+        uses: actions/download-artifact@v4
         with:
           pattern: test-results-*
           path: test-results/
       - name: Restore report history cache
-        uses: actions/cache/restore@0057852bfaa89a56745cba8c7296529d2fc39830 # v4
+        uses: actions/cache/restore@v4
         with:
           path: python/integration-report-history.json
           key: integration-report-history-merge-${{ github.run_id }}
@@ -765,13 +709,13 @@ jobs:
         run: cat integration-test-report.md >> $GITHUB_STEP_SUMMARY
       - name: Save report history cache
         if: always()
-        uses: actions/cache/save@0057852bfaa89a56745cba8c7296529d2fc39830 # v4
+        uses: actions/cache/save@v4
         with:
           path: python/integration-report-history.json
           key: integration-report-history-merge-${{ github.run_id }}
       - name: Upload unified trend report
         if: always()
-        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
+        uses: actions/upload-artifact@v7
         with:
           name: integration-test-report
           path: |
@@ -791,19 +735,18 @@ jobs:
         python-tests-foundry,
         python-tests-foundry-hosting,
         python-tests-cosmos,
-        python-tests-github-copilot,
       ]
     steps:
       - name: Fail workflow if tests failed
         id: check_tests_failed
         if: contains(join(needs.*.result, ','), 'failure')
-        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
+        uses: actions/github-script@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@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
+        uses: actions/github-script@v8
         with:
           script: core.setFailed('Integration Tests Cancelled!')

.github/workflows/python-release.yml

@@ -23,7 +23,7 @@ jobs:
       run:
         working-directory: python
     steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+      - uses: actions/checkout@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@3bb12739c298aeb8a4eeaf626c5b8d85266b0e65 # v2
+        uses: softprops/action-gh-release@v2
         with:
           files: |
             python/dist/*

.github/workflows/python-sample-validation.yml

@@ -29,7 +29,7 @@ jobs:
       run:
         working-directory: python
     steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+      - uses: actions/checkout@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@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
+        uses: actions/upload-artifact@v7
         if: always()
         with:
           name: validation-report-01-get-started
@@ -82,7 +82,7 @@ jobs:
       run:
         working-directory: python
     steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+      - uses: actions/checkout@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@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
+        uses: actions/upload-artifact@v7
         if: always()
         with:
           name: validation-report-02-agents
@@ -130,7 +130,7 @@ jobs:
       run:
         working-directory: python
     steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+      - uses: actions/checkout@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@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
+        uses: actions/upload-artifact@v7
         if: always()
         with:
           name: validation-report-02-agents-openai
@@ -170,7 +170,7 @@ jobs:
       run:
         working-directory: python
     steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+      - uses: actions/checkout@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@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
+        uses: actions/upload-artifact@v7
         if: always()
         with:
           name: validation-report-02-agents-azure
@@ -208,7 +208,7 @@ jobs:
       run:
         working-directory: python
     steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+      - uses: actions/checkout@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@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
+        uses: actions/upload-artifact@v7
         if: always()
         with:
           name: validation-report-02-agents-anthropic
@@ -242,7 +242,7 @@ jobs:
       run:
         working-directory: python
     steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+      - uses: actions/checkout@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@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
+        uses: actions/upload-artifact@v7
         if: always()
         with:
           name: validation-report-02-agents-github-copilot
@@ -274,7 +274,7 @@ jobs:
       run:
         working-directory: python
     steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+      - uses: actions/checkout@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@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
+        uses: actions/upload-artifact@v7
         if: always()
         with:
           name: validation-report-02-agents-amazon
@@ -306,7 +306,7 @@ jobs:
       run:
         working-directory: python
     steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+      - uses: actions/checkout@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@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
+        uses: actions/upload-artifact@v7
         if: always()
         with:
           name: validation-report-02-agents-ollama
@@ -341,7 +341,7 @@ jobs:
       run:
         working-directory: python
     steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+      - uses: actions/checkout@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@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
+        uses: actions/upload-artifact@v7
         if: always()
         with:
           name: validation-report-02-agents-foundry
@@ -383,7 +383,7 @@ jobs:
       run:
         working-directory: python
     steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+      - uses: actions/checkout@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@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
+        uses: actions/upload-artifact@v7
         if: always()
         with:
           name: validation-report-02-agents-copilotstudio
@@ -419,7 +419,7 @@ jobs:
       run:
         working-directory: python
     steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+      - uses: actions/checkout@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@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
+        uses: actions/upload-artifact@v7
         if: always()
         with:
           name: validation-report-02-agents-custom
@@ -451,7 +451,7 @@ jobs:
       run:
         working-directory: python
     steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+      - uses: actions/checkout@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@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
+        uses: actions/upload-artifact@v7
         if: always()
         with:
           name: validation-report-03-workflows
@@ -491,7 +491,7 @@ jobs:
       run:
         working-directory: python
     steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+      - uses: actions/checkout@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@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
+        uses: actions/upload-artifact@v7
         if: always()
         with:
           name: validation-report-04-hosting
@@ -534,7 +534,7 @@ jobs:
       run:
         working-directory: python
     steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+      - uses: actions/checkout@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@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
+        uses: actions/upload-artifact@v7
         if: always()
         with:
           name: validation-report-05-end-to-end
@@ -574,7 +574,7 @@ jobs:
       run:
         working-directory: python
     steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+      - uses: actions/checkout@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@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
+        uses: actions/upload-artifact@v7
         if: always()
         with:
           name: validation-report-autogen-migration
@@ -633,7 +633,7 @@ jobs:
       run:
         working-directory: python
     steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+      - uses: actions/checkout@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@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
+        uses: actions/upload-artifact@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@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+      - uses: actions/checkout@v6
 
       - name: Download all validation reports
-        uses: actions/download-artifact@37930b1c2abaa49bbe596cd826c3c89aef350131 # v7
+        uses: actions/download-artifact@v7
         with:
           pattern: validation-report-*
           path: reports/
@@ -701,7 +701,7 @@ jobs:
 
       - name: Restore validation history
         id: cache-restore
-        uses: actions/cache/restore@0057852bfaa89a56745cba8c7296529d2fc39830 # v4
+        uses: actions/cache/restore@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@0057852bfaa89a56745cba8c7296529d2fc39830 # v4
+        uses: actions/cache/save@v4
         with:
           path: validation-history/
           key: validation-history-${{ github.run_id }}
 
       - name: Upload trend report
-        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
+        uses: actions/upload-artifact@v7
         if: always()
         with:
           name: validation-trend-report

.github/workflows/python-test-coverage-report.yml

@@ -8,7 +8,6 @@ on:
 
 permissions:
   contents: read
-  actions: read
   pull-requests: write
 
 jobs:
@@ -20,11 +19,11 @@ jobs:
       run:
         working-directory: python
     steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+      - uses: actions/checkout@v6
       - name: Download coverage report
-        uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8
+        uses: actions/download-artifact@v8
         with:
-          github-token: ${{ github.token }}
+          github-token: ${{ secrets.GH_ACTIONS_PR_WRITE }}
           run-id: ${{ github.event.workflow_run.id }}
           path: ./python
           merge-multiple: true
@@ -39,17 +38,17 @@ jobs:
             echo "PR number file 'pr_number' is missing or empty"
             exit 1
           fi
-          PR_NUMBER=$(cat pr_number)
-          if ! [[ "$PR_NUMBER" =~ ^[0-9]+$ ]]; then
-            echo "::error::PR number file contains invalid content"
+          PR_NUMBER=$(head -1 pr_number | tr -dc '0-9')
+          if [ -z "$PR_NUMBER" ]; then
+            echo "PR number file 'pr_number' does not contain a valid PR number"
             exit 1
           fi
           echo "PR_NUMBER=$PR_NUMBER" >> "$GITHUB_ENV"
       - name: Pytest coverage comment
         id: coverageComment
-        uses: MishaKav/pytest-coverage-comment@26f986d2599c288bb62f623d29c2da98609e9cd4 # v1.6.0
+        uses: MishaKav/pytest-coverage-comment@v1.6.0
         with:
-          github-token: ${{ github.token }}
+          github-token: ${{ secrets.GH_ACTIONS_PR_WRITE }}
           issue-number: ${{ env.PR_NUMBER }}
           pytest-xml-coverage-path: python/python-coverage.xml
           title: "Python Test Coverage Report"

.github/workflows/python-test-coverage.yml

@@ -22,7 +22,7 @@ jobs:
     env:
       UV_PYTHON: "3.11"
     steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+      - uses: actions/checkout@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@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
+        uses: actions/upload-artifact@v7
         with:
           path: |
             python/python-coverage.xml

.github/workflows/python-tests.yml

@@ -27,7 +27,7 @@ jobs:
       run:
         working-directory: python
     steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+      - uses: actions/checkout@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@20b595761ba9bf89e115e875f8bc863f913bc8ad # v0.7.2
+        uses: pmeier/pytest-results-action@v0.7.2
         with:
           path: ./python/pytest.xml
           summary: true

.github/workflows/stale-issue-pr-ping.yml

@@ -31,9 +31,9 @@ jobs:
       issues: write
       pull-requests: write
     steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+      - uses: actions/checkout@v6
 
-      - uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065 # v5
+      - uses: actions/setup-python@v5
         with:
           python-version: '3.13'
 

.gitignore

@@ -248,4 +248,3 @@ dotnet/filtered-*.slnx
 .omx/
 
 **/issues/
-.test_*

SUPPORT.md

@@ -1,17 +1,17 @@
-# Support
-
-## How to file issues and get help  
-
-This project uses GitHub Issues to track bugs and feature requests. Please search the existing 
-issues before filing new issues to avoid duplicates.  For new issues, file your bug or 
-feature request as a new Issue.
-
-For help and questions about using this project, please create a GitHub issue.
-
-AI Support team will support Microsoft Agent Framework issues for customers under a **Unified support agreement when the issue arises from usage of Azure AI services** (Foundry Models, Foundry Agents etc.) in conjunction with the SDK. Conversely, if customer has any other / non unified support agreement and/or Agent Framework SDK is used in a way **not involving an Azure service**, it is treated as a purely open-source tool – Microsoft’s support organization will not handle it, and users should use GitHub or forums for assistance
-
-For Copilot Studio SDK implementation issues, customers should use GitHub Issues for assistance, as outlined above. Conversely, for prerequisites managed within the Copilot Studio portal, customers can rely on the standard Microsoft Copilot Studio support channels.
-
-## Microsoft Support Policy  
-
-Support for this **PROJECT or PRODUCT** is limited to the resources listed above.
+# Support
+
+## How to file issues and get help  
+
+This project uses GitHub Issues to track bugs and feature requests. Please search the existing 
+issues before filing new issues to avoid duplicates.  For new issues, file your bug or 
+feature request as a new Issue.
+
+For help and questions about using this project, please create a GitHub issue.
+
+AI Support team will support Microsoft Agent Framework issues for customers under a **Unified support agreement when the issue arises from usage of Azure AI services** (Foundry Models, Foundry Agents etc.) in conjunction with the SDK. Conversely, if customer has any other / non unified support agreement and/or Agent Framework SDK is used in a way **not involving an Azure service**, it is treated as a purely open-source tool – Microsoft’s support organization will not handle it, and users should use GitHub or forums for assistance
+
+For Copilot Studio SDK implementation issues, customers should use GitHub Issues for assistance, as outlined above. Conversely, for prerequisites managed within the Copilot Studio portal, customers can rely on the standard Microsoft Copilot Studio support channels.
+
+## Microsoft Support Policy  
+
+Support for this **PROJECT or PRODUCT** is limited to the resources listed above.

dotnet/.github/skills/verify-samples-tool/SKILL.md

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

dotnet/Directory.Packages.props

@@ -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.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.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.Search.Documents" Version="12.0.0" />
     <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="1.56.0" />
+    <PackageVersion Include="Azure.Core" Version="1.55.0" />
     <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="1.12.0" />
+    <PackageVersion Include="System.ClientModel" Version="1.11.0" />
     <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" />
@@ -109,7 +109,7 @@
     <PackageVersion Include="A2A" Version="1.0.0-preview2" />
     <PackageVersion Include="A2A.AspNetCore" Version="1.0.0-preview2" />
     <!-- MCP -->
-    <PackageVersion Include="ModelContextProtocol" Version="1.2.0" />
+    <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" />

dotnet/agent-framework-dotnet.slnx

@@ -117,18 +117,16 @@
     <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/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" />
+    <Project Path="samples/02-agents/Harness/ConsoleReactiveFramework/ConsoleReactiveFramework.csproj" />
+    <Project Path="samples/02-agents/Harness/ConsoleReactiveComponents/ConsoleReactiveComponents.csproj" />
   </Folder>
   <Folder Name="/Samples/02-agents/AGUI/Step05_StateManagement/">
     <Project Path="samples/02-agents/AGUI/Step05_StateManagement/Client/Client.csproj" />
@@ -174,7 +172,6 @@
     <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" />
@@ -214,7 +211,6 @@
   </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" />
@@ -243,10 +239,11 @@
     <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/InvokeFoundryToolboxMcp/InvokeFoundryToolboxMcp.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/InvokeHttpRequest/InvokeHttpRequest.csproj" />
     <Project Path="samples/03-workflows/Declarative/InvokeMcpTool/InvokeMcpTool.csproj" />
     <Project Path="samples/03-workflows/Declarative/Marketing/Marketing.csproj" />
@@ -283,7 +280,6 @@
   </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" />
@@ -344,9 +340,6 @@
   <Folder Name="/Samples/04-hosting/FoundryHostedAgents/responses/Hosted-Toolbox/">
     <Project Path="samples/04-hosting/FoundryHostedAgents/responses/Hosted-Toolbox/HostedToolbox.csproj" />
   </Folder>
-  <Folder Name="/Samples/04-hosting/FoundryHostedAgents/responses/Hosted-ToolboxMcpSkills/">
-    <Project Path="samples/04-hosting/FoundryHostedAgents/responses/Hosted-ToolboxMcpSkills/HostedToolboxMcpSkills.csproj" />
-  </Folder>
   <Folder Name="/Samples/04-hosting/FoundryHostedAgents/responses/Hosted-AzureSearchRag/">
     <Project Path="samples/04-hosting/FoundryHostedAgents/responses/Hosted-AzureSearchRag/HostedAzureSearchRag.csproj" />
   </Folder>
@@ -363,9 +356,6 @@
   <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" />
@@ -601,17 +591,15 @@
     <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.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.GitHub.Copilot/Microsoft.Agents.AI.GitHub.Copilot.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" />
@@ -629,8 +617,8 @@
     <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.TestContainer/Foundry.Hosting.IntegrationTests.TestContainer.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.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" />
@@ -655,8 +643,8 @@
     <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.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.Foundry.Hosting.UnitTests/Microsoft.Agents.AI.Foundry.Hosting.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" />
@@ -665,7 +653,6 @@
     <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" />

dotnet/agent-framework-release.slnf

@@ -20,17 +20,13 @@
       "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.AspNetCore\\Microsoft.Agents.AI.Hosting.AspNetCore.csproj",
-      "src\\Microsoft.Agents.AI.Hosting.AzureFunctions\\Microsoft.Agents.AI.Hosting.AzureFunctions.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",

dotnet/eng/MSBuild/Shared.props

@@ -11,6 +11,9 @@
   <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>

dotnet/eng/verify-samples/AgentsSamples.cs

@@ -363,25 +363,6 @@ 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
@@ -1170,25 +1151,6 @@ 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",

dotnet/eng/verify-samples/WorkflowSamples.cs

@@ -439,6 +439,15 @@ 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",

dotnet/nuget/nuget-package.props

@@ -1,14 +1,14 @@
 <Project>
   <PropertyGroup>
     <!-- Central version prefix - applies to all nuget packages. -->
-    <VersionPrefix>1.9.0</VersionPrefix>
+    <VersionPrefix>1.6.1</VersionPrefix>
     <RCNumber>1</RCNumber>
-    <DateSuffix>260603</DateSuffix>
+    <DateSuffix>260514</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>1.9.0</GitTag>
+    <GitTag>1.6.1</GitTag>
 
     <Configurations>Debug;Release;Publish</Configurations>
     <IsPackable>true</IsPackable>

dotnet/samples/02-agents/AGUI/Step01_GettingStarted/Server/Program.cs

@@ -10,11 +10,6 @@ WebApplicationBuilder builder = WebApplication.CreateBuilder(args);
 builder.Services.AddHttpClient().AddLogging();
 builder.Services.AddAGUI();
 
-// WARNING: When adding session persistence (e.g., WithInMemorySessionStore), or running in production,
-// make sure to also register a SessionIsolationKeyProvider to scope sessions by principal in multi-user
-// deployments, e.g.:
-// builder.Services.UseClaimsBasedSessionIsolation(new() { ClaimType = ClaimTypes.NameIdentifier });
-
 WebApplication app = builder.Build();
 
 string endpoint = builder.Configuration["AZURE_OPENAI_ENDPOINT"]

dotnet/samples/02-agents/AGUI/Step01_GettingStarted/Server/Server.csproj

@@ -14,7 +14,6 @@
 
   <ItemGroup>
     <ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.Hosting.AGUI.AspNetCore\Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.csproj" />
-    <ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.Hosting.AspNetCore\Microsoft.Agents.AI.Hosting.AspNetCore.csproj" />
     <ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
   </ItemGroup>
 

dotnet/samples/02-agents/AGUI/Step02_BackendTools/Server/Program.cs

@@ -16,11 +16,6 @@ builder.Services.ConfigureHttpJsonOptions(options =>
     options.SerializerOptions.TypeInfoResolverChain.Add(SampleJsonSerializerContext.Default));
 builder.Services.AddAGUI();
 
-// WARNING: When adding session persistence (e.g., WithInMemorySessionStore), or running in production,
-// make sure to also register a SessionIsolationKeyProvider to scope sessions by principal in multi-user
-// deployments, e.g.:
-// builder.Services.UseClaimsBasedSessionIsolation(new() { ClaimType = ClaimTypes.NameIdentifier });
-
 WebApplication app = builder.Build();
 
 string endpoint = builder.Configuration["AZURE_OPENAI_ENDPOINT"]

dotnet/samples/02-agents/AGUI/Step02_BackendTools/Server/Server.csproj

@@ -14,7 +14,6 @@
 
   <ItemGroup>
     <ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.Hosting.AGUI.AspNetCore\Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.csproj" />
-    <ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.Hosting.AspNetCore\Microsoft.Agents.AI.Hosting.AspNetCore.csproj" />
     <ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
   </ItemGroup>
 

dotnet/samples/02-agents/AGUI/Step03_FrontendTools/Server/Program.cs

@@ -10,11 +10,6 @@ WebApplicationBuilder builder = WebApplication.CreateBuilder(args);
 builder.Services.AddHttpClient().AddLogging();
 builder.Services.AddAGUI();
 
-// WARNING: When adding session persistence (e.g., WithInMemorySessionStore), or running in production,
-// make sure to also register a SessionIsolationKeyProvider to scope sessions by principal in multi-user
-// deployments, e.g.:
-// builder.Services.UseClaimsBasedSessionIsolation(new() { ClaimType = ClaimTypes.NameIdentifier });
-
 WebApplication app = builder.Build();
 
 string endpoint = builder.Configuration["AZURE_OPENAI_ENDPOINT"]

dotnet/samples/02-agents/AGUI/Step03_FrontendTools/Server/Server.csproj

@@ -14,7 +14,6 @@
 
   <ItemGroup>
     <ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.Hosting.AGUI.AspNetCore\Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.csproj" />
-    <ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.Hosting.AspNetCore\Microsoft.Agents.AI.Hosting.AspNetCore.csproj" />
     <ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
   </ItemGroup>
 

dotnet/samples/02-agents/AGUI/Step04_HumanInLoop/Server/Program.cs

@@ -27,11 +27,6 @@ builder.Services.ConfigureHttpJsonOptions(options =>
     options.SerializerOptions.TypeInfoResolverChain.Add(ApprovalJsonContext.Default));
 builder.Services.AddAGUI();
 
-// WARNING: When adding session persistence (e.g., WithInMemorySessionStore), or running in production,
-// make sure to also register a SessionIsolationKeyProvider to scope sessions by principal in multi-user
-// deployments, e.g.:
-// builder.Services.UseClaimsBasedSessionIsolation(new() { ClaimType = ClaimTypes.NameIdentifier });
-
 WebApplication app = builder.Build();
 
 app.UseHttpLogging();

dotnet/samples/02-agents/AGUI/Step04_HumanInLoop/Server/Server.csproj

@@ -14,7 +14,6 @@
 
   <ItemGroup>
     <ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.Hosting.AGUI.AspNetCore\Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.csproj" />
-    <ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.Hosting.AspNetCore\Microsoft.Agents.AI.Hosting.AspNetCore.csproj" />
     <ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
   </ItemGroup>
 

dotnet/samples/02-agents/AGUI/Step05_StateManagement/Server/Program.cs

@@ -17,11 +17,6 @@ builder.Services.AddAGUI();
 // Configure to listen on port 8888
 builder.WebHost.UseUrls("http://localhost:8888");
 
-// WARNING: When adding session persistence (e.g., WithInMemorySessionStore), or running in production,
-// make sure to also register a SessionIsolationKeyProvider to scope sessions by principal in multi-user
-// deployments, e.g.:
-// builder.Services.UseClaimsBasedSessionIsolation(new() { ClaimType = ClaimTypes.NameIdentifier });
-
 WebApplication app = builder.Build();
 
 string endpoint = builder.Configuration["AZURE_OPENAI_ENDPOINT"]

dotnet/samples/02-agents/AGUI/Step05_StateManagement/Server/Server.csproj

@@ -14,7 +14,6 @@
 
   <ItemGroup>
     <ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.Hosting.AGUI.AspNetCore\Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.csproj" />
-    <ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.Hosting.AspNetCore\Microsoft.Agents.AI.Hosting.AspNetCore.csproj" />
     <ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
   </ItemGroup>
 

dotnet/samples/02-agents/AgentSkills/Agent_Step01_FileBasedSkills/Program.cs

@@ -24,7 +24,6 @@ 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()

dotnet/samples/02-agents/AgentSkills/Agent_Step03_ClassBasedSkills/Program.cs

@@ -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="AgentClassSkill{TSelf}.Resources"/> and <see cref="AgentClassSkill{TSelf}.Scripts"/> can be overridden.
+/// <see cref="AgentSkill.Resources"/> and <see cref="AgentSkill.Scripts"/> can be overridden.
 /// </remarks>
 internal sealed class UnitConverterSkill : AgentClassSkill<UnitConverterSkill>
 {

dotnet/samples/02-agents/AgentSkills/Agent_Step06_McpBasedSkills/Agent_Step06_McpBasedSkills.csproj

@@ -1,24 +0,0 @@
-<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>

dotnet/samples/02-agents/AgentSkills/Agent_Step06_McpBasedSkills/Program.cs

@@ -1,142 +0,0 @@
-// 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;
-}

dotnet/samples/02-agents/AgentSkills/Agent_Step06_McpBasedSkills/README.md

@@ -1,34 +0,0 @@
-# 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
-```

dotnet/samples/02-agents/AgentSkills/README.md

@@ -9,7 +9,6 @@ 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
 

dotnet/samples/02-agents/AgentsWithFoundry/Agent_Step26_FoundryToolboxMcpSkills/Agent_Step26_FoundryToolboxMcpSkills.csproj

@@ -1,22 +0,0 @@
-<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>

dotnet/samples/02-agents/AgentsWithFoundry/Agent_Step26_FoundryToolboxMcpSkills/Program.cs

@@ -1,93 +0,0 @@
-// 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);
-    }
-}

dotnet/samples/02-agents/AgentsWithFoundry/Agent_Step26_FoundryToolboxMcpSkills/README.md

@@ -1,32 +0,0 @@
-# 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
-```

dotnet/samples/02-agents/AgentsWithFoundry/README.md

@@ -74,7 +74,6 @@ 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
 

dotnet/samples/02-agents/Harness/ConsoleReactiveComponents/AnsiEscapes.cs

@@ -72,95 +72,6 @@ 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,

dotnet/samples/02-agents/Harness/ConsoleReactiveComponents/ListSelection.cs

@@ -40,8 +40,8 @@ public class ListSelection : ConsoleReactiveComponent<ListSelectionProps, Consol
             foreach (string line in props.Title.Split('\n'))
             {
                 Console.Write(AnsiEscapes.MoveCursor(props.Y + row, props.X));
+                Console.Write(AnsiEscapes.EraseEntireLine);
                 Console.Write(line);
-                Console.Write(AnsiEscapes.EraseToEndOfLine);
                 row++;
             }
         }
@@ -52,6 +52,7 @@ public class ListSelection : ConsoleReactiveComponent<ListSelectionProps, Consol
         for (int i = 0; i < totalItems; i++)
         {
             Console.Write(AnsiEscapes.MoveCursor(props.Y + row, props.X));
+            Console.Write(AnsiEscapes.EraseEntireLine);
 
             bool isSelected = i == props.SelectedIndex;
             bool isCustomTextOption = props.CustomTextPlaceholder != null && i == props.Items.Count;
@@ -71,7 +72,6 @@ public class ListSelection : ConsoleReactiveComponent<ListSelectionProps, Consol
                 }
 
                 Console.Write(props.Items[i]);
-                Console.Write(AnsiEscapes.EraseToEndOfLine);
 
                 if (isSelected)
                 {
@@ -101,7 +101,6 @@ public class ListSelection : ConsoleReactiveComponent<ListSelectionProps, Consol
             }
 
             Console.Write(props.CustomText);
-            Console.Write(AnsiEscapes.EraseToEndOfLine);
 
             if (isSelected)
             {
@@ -122,7 +121,6 @@ public class ListSelection : ConsoleReactiveComponent<ListSelectionProps, Consol
 
             Console.Write(" ");
             Console.Write(props.CustomTextPlaceholder);
-            Console.Write(AnsiEscapes.EraseToEndOfLine);
             Console.Write(AnsiEscapes.ResetAttributes);
         }
     }

dotnet/samples/02-agents/Harness/ConsoleReactiveComponents/TextPanel.cs

@@ -23,18 +23,16 @@ public record TextPanelProps : ConsoleReactiveProps
 public class TextPanel : ConsoleReactiveComponent<TextPanelProps, ConsoleReactiveState>
 {
     /// <summary>
-    /// Calculates the height (in lines) needed to render all items,
-    /// accounting for terminal line wrapping at the specified width.
+    /// Calculates the height (in lines) needed to render all items.
     /// </summary>
     /// <param name="items">The items to measure.</param>
-    /// <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)
+    /// <returns>The total number of lines all items will occupy.</returns>
+    public static int CalculateHeight(IReadOnlyList<string> items)
     {
         int total = 0;
         for (int i = 0; i < items.Count; i++)
         {
-            total += AnsiEscapes.CountPhysicalLines(items[i], terminalWidth);
+            total += CountLines(items[i]);
         }
 
         return total;
@@ -49,20 +47,13 @@ public class TextPanel : ConsoleReactiveComponent<TextPanelProps, ConsoleReactiv
         {
             string text = props.Items[i];
             string[] lines = text.Split('\n');
-            int itemLineCount = AnsiEscapes.CountPhysicalLines(text, props.Width);
-            int itemRow = 0;
+            int lineCount = CountLines(text);
 
-            for (int j = 0; j < lines.Length && itemRow < itemLineCount; j++)
+            for (int j = 0; j < lineCount; j++)
             {
-                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 += linePhysicalRows;
-                itemRow += linePhysicalRows;
+                currentRow++;
             }
         }
 
@@ -75,4 +66,29 @@ public class TextPanel : ConsoleReactiveComponent<TextPanelProps, ConsoleReactiv
             }
         }
     }
+
+    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;
+    }
 }

dotnet/samples/02-agents/Harness/ConsoleReactiveComponents/TextScrollPanel.cs

@@ -17,19 +17,16 @@ public record TextScrollPanelProps : ConsoleReactiveProps
 /// <summary>
 /// State for <see cref="TextScrollPanel"/>.
 /// </summary>
-public record TextScrollPanelState : ConsoleReactiveState;
+/// <param name="RenderedCount">The number of items already rendered.</param>
+public record TextScrollPanelState(int RenderedCount = 0) : ConsoleReactiveState;
 
 /// <summary>
 /// A component that renders pre-rendered string items within a scroll area.
-/// 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.
+/// All items are considered finalized — only new items since the last render are output.
+/// Use <see cref="Reset"/> 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>
@@ -38,12 +35,12 @@ public class TextScrollPanel : ConsoleReactiveComponent<TextScrollPanelProps, Te
         this.State = new TextScrollPanelState();
     }
 
-    /// <inheritdoc />
-    public override void Invalidate()
+    /// <summary>
+    /// Resets the panel so all items will be re-rendered on the next Render call.
+    /// </summary>
+    public void Reset()
     {
-        this._renderedCount = 0;
-        this._lastItemOffsetFromBottom = 0;
-        base.Invalidate();
+        this.State = new TextScrollPanelState();
     }
 
     /// <inheritdoc />
@@ -54,35 +51,16 @@ public class TextScrollPanel : ConsoleReactiveComponent<TextScrollPanelProps, Te
             return;
         }
 
-        int bottomRow = props.Y + props.Height - 1;
+        // Move cursor to the bottom of the scroll area
+        Console.Write(AnsiEscapes.MoveCursor(props.Y + props.Height - 1, props.X));
 
-        // 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++)
+        // Output only new items since last rendered
+        for (int i = state.RenderedCount; i < props.Items.Count; i++)
         {
             Console.Write(props.Items[i]);
         }
 
-        // 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;
+        // Update state to track what we've rendered
+        this.State = new TextScrollPanelState(props.Items.Count);
     }
 }

dotnet/samples/02-agents/Harness/ConsoleReactiveFramework/ConsoleReactiveComponent.cs

@@ -13,11 +13,6 @@ public abstract class ConsoleReactiveComponent
     {
     }
 
-    /// <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 component's props as the base <see cref="ConsoleReactiveProps"/> type.
     /// Used by parent components to set layout (X, Y, Width, Height) on children without
@@ -45,6 +40,7 @@ public abstract class ConsoleReactiveComponent<TProps, TState> : ConsoleReactive
     where TProps : ConsoleReactiveProps
     where TState : ConsoleReactiveState
 {
+    private readonly object _renderLock = new();
     private TProps? _lastRenderedProps;
     private TState? _lastRenderedState;
 
@@ -78,7 +74,7 @@ public abstract class ConsoleReactiveComponent<TProps, TState> : ConsoleReactive
     /// </summary>
     public override void Render()
     {
-        lock (RenderLock)
+        lock (this._renderLock)
         {
             if (this.Props is null)
             {
@@ -101,7 +97,7 @@ public abstract class ConsoleReactiveComponent<TProps, TState> : ConsoleReactive
     /// <inheritdoc/>
     public override void Invalidate()
     {
-        lock (RenderLock)
+        lock (this._renderLock)
         {
             this._lastRenderedProps = default;
             this._lastRenderedState = default;

dotnet/samples/02-agents/Harness/ConsoleReactiveFramework/ConsoleReactiveMemo.cs

@@ -1,36 +0,0 @@
-// 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!;
-    }
-}

dotnet/samples/02-agents/Harness/Harness_Shared_Console/HarnessAgentRunner.cs

@@ -192,11 +192,6 @@ 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)

dotnet/samples/02-agents/Harness/Harness_Shared_Console/HarnessAppComponent.cs

@@ -19,6 +19,7 @@ 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();
@@ -28,7 +29,6 @@ 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.
@@ -341,8 +341,18 @@ 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, state.ConsoleWidth);
+        int queuedPanelHeight = TextPanel.CalculateHeight(state.QueuedItems);
 
         // Build the bottom panel child based on mode
         ConsoleReactiveComponent bottomChild;
@@ -407,14 +417,6 @@ public class HarnessAppComponent : ConsoleReactiveComponent<ConsoleReactiveProps
             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,
@@ -442,7 +444,7 @@ public class HarnessAppComponent : ConsoleReactiveComponent<ConsoleReactiveProps
         int modeAndHelpHeight = showStatusAndHelp ? AgentModeAndHelp.CalculateHeight(modeAndHelpProps) : 0;
 
         int ruleHeight = TopBottomRule.CalculateHeight(ruleProps);
-        int nonScrollHeight = ruleHeight + agentStatusHeight + queuedPanelHeight + modeAndHelpHeight + 1; // +1 for bottom padding
+        int nonScrollHeight = ruleHeight + textPanelHeight + 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
@@ -453,36 +455,52 @@ public class HarnessAppComponent : ConsoleReactiveComponent<ConsoleReactiveProps
             System.Console.Write(AnsiEscapes.ResetScrollRegion);
             System.Console.Write(AnsiEscapes.EraseEntireScreen);
             System.Console.Write(AnsiEscapes.EraseScrollbackBuffer);
+            this._textScrollPanel.Reset();
+            this._resizedSinceLastRender = false;
 
             // Invalidate all children so they re-render even if props haven't changed
             this._rule.Invalidate();
             this._textScrollPanel.Invalidate();
+            this._textPanel.Invalidate();
             this._queuedPanel.Invalidate();
             this._agentStatus.Invalidate();
             this._modeAndHelp.Invalidate();
             this._textInput.Invalidate();
             this._listSelection.Invalidate();
-
-            this._resizedSinceLastRender = false;
         }
 
         this._scrollRegionBottom = scrollBottom;
 
         System.Console.Write(AnsiEscapes.SetScrollRegion(scrollBottom));
 
-        // Render text scroll panel in the scroll area
+        // 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.Props = new TextScrollPanelProps
         {
             X = 1,
             Y = 1,
             Width = state.ConsoleWidth,
             Height = scrollBottom,
-            Items = state.ScrollAreaContentItems,
+            Items = scrollItems,
         };
         this._textScrollPanel.Render();
 
-        // Render queued input items between scroll area and agent status
-        int queuedPanelY = scrollBottom + 1;
+        // Render the text panel for the last (dynamic) item just below the scroll region
+        this._textPanel.Props = new TextPanelProps
+        {
+            X = 1,
+            Y = scrollBottom + 1,
+            Width = state.ConsoleWidth,
+            Height = textPanelHeight,
+            Items = lastItems,
+        };
+        this._textPanel.Render();
+
+        // Render queued input items between text panel and agent status
+        int queuedPanelY = scrollBottom + textPanelHeight + 1;
         this._queuedPanel.Props = new TextPanelProps
         {
             X = 1,

dotnet/samples/02-agents/Harness/Harness_Shared_Console/Observers/ConsoleObserver.cs

@@ -24,17 +24,6 @@ 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>

dotnet/samples/02-agents/Harness/Harness_Shared_Console/Observers/PlanningOutputObserver.cs

@@ -88,17 +88,16 @@ public sealed class PlanningOutputObserver : ConsoleObserver
         {
             planningResponse = JsonSerializer.Deserialize<PlanningResponse>(collectedText);
         }
-        catch (JsonException)
+        catch (JsonException ex)
         {
-            // JSON parsing failed — fall back to rendering as regular text output.
-            await ux.WriteTextAsync(collectedText).ConfigureAwait(false);
+            await ux.WriteInfoLineAsync($"❌ Failed to parse planning response: {ex.Message}", ConsoleColor.Red);
+            await ux.WriteInfoLineAsync($"(raw response) {collectedText}", ConsoleColor.DarkYellow);
             return null;
         }
 
         if (planningResponse is null)
         {
-            // Null result — fall back to rendering as regular text output.
-            await ux.WriteTextAsync(collectedText).ConfigureAwait(false);
+            await ux.WriteInfoLineAsync("(no structured response from agent)", ConsoleColor.DarkYellow);
             return null;
         }
 
@@ -119,8 +118,7 @@ public sealed class PlanningOutputObserver : ConsoleObserver
             return new List<FollowUpAction> { this.BuildApprovalAction(question, session) };
         }
 
-        // Unexpected type — fall back to rendering as regular text output.
-        await ux.WriteTextAsync(collectedText).ConfigureAwait(false);
+        await ux.WriteInfoLineAsync($"(unexpected response type: {planningResponse.Type})", ConsoleColor.DarkYellow);
         return null;
     }
 

dotnet/samples/02-agents/Harness/Harness_Shared_Console/ToolFormatters/ModeToolFormatter.cs

@@ -5,17 +5,17 @@ using Microsoft.Extensions.AI;
 namespace Harness.Shared.Console.ToolFormatters;
 
 /// <summary>
-/// Formats <c>mode_*</c> tool calls, showing the target mode for Set operations.
+/// Formats <c>AgentMode_*</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("mode_", StringComparison.Ordinal);
+    public override bool CanFormat(FunctionCallContent call) => call.Name.StartsWith("AgentMode_", StringComparison.Ordinal);
 
     /// <inheritdoc/>
     public override string? FormatDetail(FunctionCallContent call) => call.Name switch
     {
-        "mode_set" => FormatStringArg(call, "mode"),
+        "AgentMode_Set" => FormatStringArg(call, "mode"),
         _ => null,
     };
 

dotnet/samples/02-agents/Harness/Harness_Shared_Console/ToolFormatters/TodoToolFormatter.cs

@@ -7,20 +7,20 @@ using Microsoft.Extensions.AI;
 namespace Harness.Shared.Console.ToolFormatters;
 
 /// <summary>
-/// Formats <c>todos_*</c> tool calls with tree-view output for added items
+/// Formats <c>TodoList_*</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("todos_", StringComparison.Ordinal);
+    public override bool CanFormat(FunctionCallContent call) => call.Name.StartsWith("TodoList_", StringComparison.Ordinal);
 
     /// <inheritdoc/>
     public override string? FormatDetail(FunctionCallContent call) => call.Name switch
     {
-        "todos_add" => FormatAddTodos(call),
-        "todos_complete" => FormatCompleteTodos(call),
-        "todos_remove" => FormatIdList(call, "ids", "Remove"),
+        "TodoList_Add" => FormatAddTodos(call),
+        "TodoList_Complete" => FormatCompleteTodos(call),
+        "TodoList_Remove" => FormatIdList(call, "ids", "Remove"),
         _ => null,
     };
 

dotnet/samples/02-agents/Harness/Harness_Shared_Console_OpenAI/Harness_Shared_Console_OpenAI.csproj

@@ -1,19 +0,0 @@
-<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>

dotnet/samples/02-agents/Harness/Harness_Shared_Console_OpenAI/OpenAIResponsesErrorObserver.cs

@@ -1,147 +0,0 @@
-// 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;
-        }
-    }
-}

dotnet/samples/02-agents/Harness/Harness_Step01_Research/Harness_Step01_Research.csproj

@@ -16,7 +16,6 @@
     <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="..\Harness_Shared_Console\Harness_Shared_Console.csproj" />
-    <ProjectReference Include="..\Harness_Shared_Console_OpenAI\Harness_Shared_Console_OpenAI.csproj" />
   </ItemGroup>
 
 </Project>

dotnet/samples/02-agents/Harness/Harness_Step01_Research/OpenAIResponsesWebSearchDisplayObserver.cs

@@ -3,18 +3,19 @@
 #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 Harness.Shared.Console.OpenAI;
+namespace SampleApp;
 
 /// <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>
-public sealed class OpenAIResponsesWebSearchDisplayObserver : ConsoleObserver
+internal sealed class OpenAIResponsesWebSearchDisplayObserver : ConsoleObserver
 {
     private const int MaxQueryDisplayLength = 120;
 

dotnet/samples/02-agents/Harness/Harness_Step01_Research/Program.cs

@@ -19,7 +19,6 @@ 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;
@@ -108,7 +107,6 @@ await HarnessConsole.RunAgentAsync(
     {
         Observers = [
             new OpenAIResponsesWebSearchDisplayObserver(),
-            new OpenAIResponsesErrorObserver(),
             .. HarnessConsoleOptions.BuildObserversWithPlanning(
                 agent,
                 planModeName: "plan",

dotnet/samples/02-agents/Harness/Harness_Step02_Research_WithBackgroundAgents/Harness_Step02_Research_WithBackgroundAgents.csproj

@@ -16,7 +16,6 @@
     <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="..\Harness_Shared_Console\Harness_Shared_Console.csproj" />
-    <ProjectReference Include="..\Harness_Shared_Console_OpenAI\Harness_Shared_Console_OpenAI.csproj" />
   </ItemGroup>
 
 </Project>

dotnet/samples/02-agents/Harness/Harness_Step02_Research_WithBackgroundAgents/Program.cs

@@ -16,7 +16,6 @@ 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;
 
@@ -103,7 +102,10 @@ AIAgent parentAgent =
         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],
+        AIContextProviders =
+        [
+            new BackgroundAgentsProvider([webSearchAgent]),
+        ],
         ChatOptions = new ChatOptions
         {
             Instructions = parentInstructions,
@@ -114,8 +116,4 @@ AIAgent parentAgent =
 // 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()],
-    });
+    userPrompt: "Enter a list of stock tickers (e.g., BAC, MSFT, BA):");

dotnet/samples/02-agents/ModelContextProtocol/Agent_MCP_LongRunningTask_Client/Agent_MCP_LongRunningTask_Client.csproj

@@ -1,25 +0,0 @@
-<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>

dotnet/samples/02-agents/ModelContextProtocol/Agent_MCP_LongRunningTask_Client/Program.cs

@@ -1,145 +0,0 @@
-// 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.";
-    }
-}

dotnet/samples/02-agents/ModelContextProtocol/Agent_MCP_LongRunningTask_Client/README.md

@@ -1,60 +0,0 @@
-# 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.)
-```

dotnet/samples/02-agents/ModelContextProtocol/README.md

@@ -22,7 +22,6 @@ Before you begin, ensure you have the following prerequisites:
 |[Agent with MCP server tools](./Agent_MCP_Server/)|This sample demonstrates how to use MCP server tools with a simple agent|
 |[Agent with MCP server tools and authorization](./Agent_MCP_Server_Auth/)|This sample demonstrates how to use MCP Server tools from a protected MCP server with a simple agent|
 |[Responses Agent with Hosted MCP tool](./ResponseAgent_Hosted_MCP/)|This sample demonstrates how to use the Hosted MCP tool with the Responses Service, where the service invokes any MCP tools directly|
-|[Agent with long-running MCP task (transparent polling)](./Agent_MCP_LongRunningTask_Client/)|This sample demonstrates how an agent transparently drives a long-running MCP task (SEP-2663) to completion. The wrapper polls the task internally on both `RunAsync` and `RunStreamingAsync` invocations.|
 
 ## Running the samples from the console
 

dotnet/samples/03-workflows/Declarative/GenerateCode/GenerateCode.csproj

@@ -0,0 +1,30 @@
+<Project Sdk="Microsoft.NET.Sdk">
+
+  <PropertyGroup>
+    <OutputType>Exe</OutputType>
+    <TargetFrameworks>net10.0</TargetFrameworks>
+    <Nullable>enable</Nullable>
+    <ImplicitUsings>enable</ImplicitUsings>
+    <UserSecretsId>5ee045b0-aea3-4f08-8d31-32d1a6f8fed0</UserSecretsId>
+    <NoWarn>$(NoWarn);CA1812</NoWarn>
+  </PropertyGroup>
+
+  <PropertyGroup>
+    <InjectSharedThrow>true</InjectSharedThrow>
+  </PropertyGroup>
+
+  <ItemGroup>
+    <PackageReference Include="Microsoft.Extensions.Configuration" />
+    <PackageReference Include="Microsoft.Extensions.Configuration.Binder" />
+    <PackageReference Include="Microsoft.Extensions.Configuration.EnvironmentVariables" />
+    <PackageReference Include="Microsoft.Extensions.Configuration.Json" />
+    <PackageReference Include="Microsoft.Extensions.Configuration.UserSecrets" />
+    <PackageReference Include="Microsoft.Extensions.DependencyInjection" />
+    <PackageReference Include="Microsoft.Extensions.Logging" />
+  </ItemGroup>
+  
+  <ItemGroup>
+    <ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.Workflows.Declarative\Microsoft.Agents.AI.Workflows.Declarative.csproj" />
+  </ItemGroup>
+
+</Project>

dotnet/samples/03-workflows/Declarative/GenerateCode/Program.cs

@@ -0,0 +1,105 @@
+// Copyright (c) Microsoft. All rights reserved.
+
+using System.Diagnostics;
+using Microsoft.Agents.AI.Workflows.Declarative;
+
+namespace Demo.DeclarativeEject;
+
+/// <summary>
+/// HOW TO: Convert a workflow from a declartive (yaml based) definition to code.
+/// </summary>
+/// <remarks>
+/// <b>Usage</b>
+/// Provide the path to the workflow definition file as the first argument.
+/// All other arguments are intepreted as a queue of inputs.
+/// When no input is queued, interactive input is requested from the console.
+/// </remarks>
+internal sealed class Program
+{
+    public static void Main(string[] args)
+    {
+        Program program = new(args);
+        program.Execute();
+    }
+
+    private void Execute()
+    {
+        // Read and parse the declarative workflow.
+        Notify($"WORKFLOW: Parsing {Path.GetFullPath(this.WorkflowFile)}");
+
+        Stopwatch timer = Stopwatch.StartNew();
+
+        // Use DeclarativeWorkflowBuilder to generate code based on a YAML file.
+        string code =
+            DeclarativeWorkflowBuilder.Eject(
+                this.WorkflowFile,
+                DeclarativeWorkflowLanguage.CSharp,
+                workflowNamespace: "Demo.DeclarativeCode",
+                workflowPrefix: "Sample");
+
+        Notify($"\nWORKFLOW: Defined {timer.Elapsed}\n");
+
+        Console.WriteLine(code);
+    }
+
+    private const string DefaultWorkflow = "Marketing.yaml";
+
+    private string WorkflowFile { get; }
+
+    private Program(string[] args)
+    {
+        this.WorkflowFile = ParseWorkflowFile(args);
+    }
+
+    private static string ParseWorkflowFile(string[] args)
+    {
+        string workflowFile = args.FirstOrDefault() ?? DefaultWorkflow;
+
+        if (!File.Exists(workflowFile) && !Path.IsPathFullyQualified(workflowFile))
+        {
+            string? repoFolder = GetRepoFolder();
+            if (repoFolder is not null)
+            {
+                workflowFile = Path.Combine(repoFolder, "declarative-agents", "workflow-samples", workflowFile);
+                workflowFile = Path.ChangeExtension(workflowFile, ".yaml");
+            }
+        }
+
+        if (!File.Exists(workflowFile))
+        {
+            throw new InvalidOperationException($"Unable to locate workflow: {Path.GetFullPath(workflowFile)}.");
+        }
+
+        return workflowFile;
+
+        static string? GetRepoFolder()
+        {
+            DirectoryInfo? current = new(Directory.GetCurrentDirectory());
+
+            while (current is not null)
+            {
+                if (Directory.Exists(Path.Combine(current.FullName, ".git")))
+                {
+                    return current.FullName;
+                }
+
+                current = current.Parent;
+            }
+
+            return null;
+        }
+    }
+
+    private static void Notify(string message)
+    {
+        Console.ForegroundColor = ConsoleColor.Cyan;
+        try
+        {
+            Console.WriteLine(message);
+        }
+        finally
+        {
+            Console.ResetColor();
+        }
+    }
+}

dotnet/samples/03-workflows/Declarative/GenerateCode/Properties/launchSettings.json

@@ -0,0 +1,28 @@
+{
+  "profiles": {
+    "Marketing": {
+      "commandName": "Project",
+      "commandLineArgs": "\"Marketing.yaml\""
+    },
+    "MathChat": {
+      "commandName": "Project",
+      "commandLineArgs": "\"MathChat.yaml\""
+    },
+    "Question": {
+      "commandName": "Project",
+      "commandLineArgs": "\"Question.yaml\""
+    },
+    "Research": {
+      "commandName": "Project",
+      "commandLineArgs": "\"DeepResearch.yaml\""
+    },
+    "ResponseObject": {
+      "commandName": "Project",
+      "commandLineArgs": "\"ResponseObject.yaml\""
+    },
+    "UserInput": {
+      "commandName": "Project",
+      "commandLineArgs": "\"UserInput.yaml\""
+    }
+  }
+}

dotnet/samples/03-workflows/Observability/WorkflowAsAnAgent/WorkflowHelper.cs

@@ -50,16 +50,12 @@ internal static partial class WorkflowHelper
     /// <summary>
     /// Executor that starts the concurrent processing by sending messages to the agents.
     /// </summary>
-    [SendsMessage(typeof(List<ChatMessage>))]
-    [SendsMessage(typeof(TurnToken))]
-    private sealed partial class ConcurrentStartExecutor()
-        : Executor("ConcurrentStartExecutor", declareCrossRunShareable: true), IResettableExecutor
+    private sealed partial class ConcurrentStartExecutor() : Executor("ConcurrentStartExecutor")
     {
         [MessageHandler]
-        internal ValueTask RouteMessages(IEnumerable<ChatMessage> messages, IWorkflowContext context, CancellationToken cancellationToken)
+        internal ValueTask RouteMessages(List<ChatMessage> messages, IWorkflowContext context, CancellationToken cancellationToken)
         {
-            List<ChatMessage> payload = messages as List<ChatMessage> ?? messages.ToList();
-            return context.SendMessageAsync(payload, cancellationToken: cancellationToken);
+            return context.SendMessageAsync(messages, cancellationToken: cancellationToken);
         }
 
         [MessageHandler]
@@ -67,16 +63,13 @@ internal static partial class WorkflowHelper
         {
             return context.SendMessageAsync(token, cancellationToken: cancellationToken);
         }
-
-        public ValueTask ResetAsync() => default;
     }
 
     /// <summary>
     /// Executor that aggregates the results from the concurrent agents.
     /// </summary>
-    [YieldsOutput(typeof(string))]
-    private sealed partial class ConcurrentAggregationExecutor() :
-        Executor<List<ChatMessage>>("ConcurrentAggregationExecutor"), IResettableExecutor
+    [YieldsOutput(typeof(List<ChatMessage>))]
+    private sealed partial class ConcurrentAggregationExecutor() : Executor<List<ChatMessage>>("ConcurrentAggregationExecutor")
     {
         private readonly List<ChatMessage> _messages = [];
 
@@ -97,11 +90,5 @@ internal static partial class WorkflowHelper
                 await context.YieldOutputAsync(formattedMessages, cancellationToken);
             }
         }
-
-        public ValueTask ResetAsync()
-        {
-            this._messages.Clear();
-            return default;
-        }
     }
 }

dotnet/samples/03-workflows/Orchestration/Magentic/Magentic.csproj

@@ -1,23 +0,0 @@
-<Project Sdk="Microsoft.NET.Sdk">
-
-  <PropertyGroup>
-    <OutputType>Exe</OutputType>
-    <TargetFrameworks>net10.0</TargetFrameworks>
-
-    <Nullable>enable</Nullable>
-    <ImplicitUsings>enable</ImplicitUsings>
-    <NoWarn>$(NoWarn);MAAIW001;OPENAI001</NoWarn>
-  </PropertyGroup>
-
-  <ItemGroup>
-    <PackageReference Include="Azure.AI.Projects" />
-    <PackageReference Include="Azure.Identity" />
-  </ItemGroup>
-
-  <ItemGroup>
-    <ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.Workflows\Microsoft.Agents.AI.Workflows.csproj" />
-    <ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.Foundry\Microsoft.Agents.AI.Foundry.csproj" />
-    <ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI\Microsoft.Agents.AI.csproj" />
-  </ItemGroup>
-
-</Project>

dotnet/samples/03-workflows/Orchestration/Magentic/Program.cs

@@ -1,193 +0,0 @@
-// Copyright (c) Microsoft. All rights reserved.
-
-// This sample ports the Python Magentic orchestration sample to .NET.
-// A Magentic workflow coordinates a researcher and a coder, streams orchestration
-// events as the plan evolves, and prints the final conversation transcript.
-
-using Azure.AI.Projects;
-using Azure.Identity;
-using Microsoft.Agents.AI;
-using Microsoft.Agents.AI.Workflows;
-using Microsoft.Agents.AI.Workflows.Specialized.Magentic;
-using Microsoft.Extensions.AI;
-
-namespace WorkflowMagenticOrchestrationSample;
-
-/// <summary>
-/// Demonstrates Magentic orchestration with a researcher, a coder, and an LLM manager.
-/// </summary>
-/// <remarks>
-/// Pre-requisites:
-/// - An Azure AI Foundry project endpoint and model deployment must be configured.
-/// - Run <c>az login</c> before executing the sample.
-/// </remarks>
-public static class Program
-{
-    private const string TaskPrompt =
-        "I am preparing a report on the energy efficiency of different machine learning model architectures. " +
-        "Compare the estimated training and inference energy consumption of ResNet-50, BERT-base, and GPT-2 " +
-        "on standard datasets (e.g., ImageNet for ResNet, GLUE for BERT, WebText for GPT-2). " +
-        "Then, estimate the CO2 emissions associated with each, assuming training on an Azure Standard_NC6s_v3 " +
-        "VM for 24 hours. Provide tables for clarity, and recommend the most energy-efficient model " +
-        "per task type (image classification, text classification, and text generation).";
-
-    private static async Task Main()
-    {
-        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";
-
-        // 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.
-        AIProjectClient projectClient = new(new Uri(endpoint), new DefaultAzureCredential());
-
-        AIAgent researcherAgent = projectClient.AsAIAgent(
-            deploymentName,
-            name: "ResearcherAgent",
-            description: "Specialist in research and information gathering.",
-            instructions: "You are a researcher. Find relevant information without doing additional computation or quantitative analysis.");
-
-        AIAgent coderAgent = projectClient.AsAIAgent(
-            deploymentName,
-            name: "CoderAgent",
-            description: "A helpful assistant that writes and executes code to analyze data.",
-            instructions: "You solve quantitative questions by writing and running code. Show the analysis and the computation process clearly.",
-            tools: [new HostedCodeInterpreterTool()]);
-
-        AIAgent managerAgent = projectClient.AsAIAgent(
-            deploymentName,
-            name: "MagenticManager",
-            description: "Orchestrator that coordinates the research and coding workflow.",
-            instructions: "You coordinate the team to complete complex tasks efficiently.");
-
-        Workflow workflow = new MagenticWorkflowBuilder(managerAgent)
-            .AddParticipants([researcherAgent, coderAgent])
-            .WithName("Magentic Orchestration Workflow")
-            .WithDescription("Coordinates a researcher and coder to solve a complex analytical task.")
-            .RequirePlanSignoff(false)
-            .WithMaxRounds(10)
-            .WithMaxStalls(3)
-            .WithMaxResets(2)
-            .Build();
-
-        Console.WriteLine("Building Magentic workflow...");
-        Console.WriteLine();
-        Console.WriteLine($"Task: {TaskPrompt}");
-        Console.WriteLine();
-        Console.WriteLine("Starting workflow execution...");
-
-        await using StreamingRun run = await InProcessExecution.RunStreamingAsync(
-            workflow,
-            new List<ChatMessage> { new(ChatRole.User, TaskPrompt) });
-
-        await run.TrySendMessageAsync(new TurnToken(emitEvents: true));
-
-        string? lastResponseId = null;
-        WorkflowOutputEvent? finalOutput = null;
-
-        await foreach (WorkflowEvent workflowEvent in run.WatchStreamAsync())
-        {
-            switch (workflowEvent)
-            {
-                case AgentResponseUpdateEvent updateEvent:
-                    WriteStreamingUpdate(updateEvent, ref lastResponseId);
-                    break;
-
-                case MagenticPlanCreatedEvent planCreated:
-                    WriteMagenticMessage("Initial Plan", planCreated.FullTaskLedger.Text);
-                    PauseIfInteractive();
-                    break;
-
-                case MagenticReplannedEvent replanned:
-                    WriteMagenticMessage("Replanned", replanned.FullTaskLedger.Text);
-                    PauseIfInteractive();
-                    break;
-
-                case MagenticProgressLedgerUpdatedEvent progressUpdated:
-                    WriteMagenticMessage("Progress Ledger", FormatProgressLedger(progressUpdated.ProgressLedger));
-                    PauseIfInteractive();
-                    break;
-
-                case WorkflowOutputEvent outputEvent when outputEvent.Is<List<ChatMessage>>():
-                    finalOutput = outputEvent;
-                    break;
-
-                case WorkflowErrorEvent workflowError:
-                    Console.ForegroundColor = ConsoleColor.Red;
-                    Console.Error.WriteLine(workflowError.Exception?.ToString() ?? "Unknown workflow error occurred.");
-                    Console.ResetColor();
-                    break;
-
-                case ExecutorFailedEvent executorFailed:
-                    Console.ForegroundColor = ConsoleColor.Red;
-                    Console.Error.WriteLine($"Executor '{executorFailed.ExecutorId}' failed with {(executorFailed.Data is null ? "unknown error" : $"exception {executorFailed.Data}")}.");
-                    Console.ResetColor();
-                    break;
-            }
-        }
-
-        if (finalOutput?.As<List<ChatMessage>>() is { } transcript)
-        {
-            Console.WriteLine();
-            Console.WriteLine(new string('=', 80));
-            Console.WriteLine();
-            Console.WriteLine("Final Conversation Transcript:");
-            Console.WriteLine();
-
-            foreach (ChatMessage message in transcript)
-            {
-                Console.WriteLine($"{message.AuthorName ?? message.Role.ToString()}: {message.Text}");
-                Console.WriteLine();
-            }
-        }
-    }
-
-    private static void WriteStreamingUpdate(AgentResponseUpdateEvent updateEvent, ref string? lastResponseId)
-    {
-        string responseId = updateEvent.Update.ResponseId ?? updateEvent.Update.MessageId ?? updateEvent.ExecutorId;
-        if (!string.Equals(responseId, lastResponseId, StringComparison.Ordinal))
-        {
-            if (lastResponseId is not null)
-            {
-                Console.WriteLine();
-                Console.WriteLine();
-            }
-
-            Console.Write($"- {updateEvent.ExecutorId}: ");
-            lastResponseId = responseId;
-        }
-
-        if (!string.IsNullOrEmpty(updateEvent.Update.Text))
-        {
-            Console.Write(updateEvent.Update.Text);
-        }
-    }
-
-    private static void WriteMagenticMessage(string title, string? content)
-    {
-        Console.WriteLine();
-        Console.WriteLine($"[Magentic {title}]");
-        Console.WriteLine(content);
-    }
-
-    private static string FormatProgressLedger(MagenticProgressLedger ledger) =>
-        string.Join(Environment.NewLine,
-            $"Request satisfied: {ledger.IsRequestSatisfied}",
-            $"In loop: {ledger.IsInLoop}",
-            $"Making progress: {ledger.IsProgressBeingMade}",
-            $"Next speaker: {ledger.NextSpeaker}",
-            $"Instruction: {ledger.InstructionOrQuestion}");
-
-    private static void PauseIfInteractive()
-    {
-        if (Console.IsInputRedirected || Console.IsOutputRedirected)
-        {
-            return;
-        }
-
-        Console.Write("Press Enter to continue...");
-        Console.ReadLine();
-        Console.WriteLine();
-    }
-}

dotnet/samples/03-workflows/Orchestration/Magentic/README.md

@@ -1,40 +0,0 @@
-# Magentic Orchestration Sample
-
-This sample showcases the Magentic Orchestration Pattern in .NET, setting up a team with three roles:
-
-- **ResearcherAgent** gathers factual background information.
-- **CoderAgent** uses `HostedCodeInterpreterTool` for quantitative analysis.
-- **MagenticManager** plans the work, tracks progress, and decides who should act next.
-
-## What This Sample Demonstrates
-
-- Building a Magentic workflow with `MagenticWorkflowBuilder`
-- Combining standard responses-based agents with a code interpreter-enabled participant
-- Streaming orchestration events such as the initial plan, replans, and progress-ledger updates
-- Printing the final multi-agent conversation transcript
-
-## Prerequisites
-
-- `AZURE_AI_PROJECT_ENDPOINT` set to your Azure AI Foundry project endpoint
-- `AZURE_AI_MODEL_DEPLOYMENT_NAME` set to your model deployment name (defaults to `gpt-5.4-mini`)
-- `az login` completed before running the sample
-
-## Running the Sample
-
-```bash
-dotnet run
-```
-
-## Expected Output
-
-The sample prints:
-
-1. The original task prompt
-2. Streamed updates from the participating agents
-3. Magentic plan and progress-ledger events as the workflow coordinates the team
-4. The final conversation transcript returned by the workflow
-
-## Related Samples
-
-- [Handoff Orchestration](../Handoff) - another multi-agent orchestration pattern in .NET workflows
-- [Python Magentic workflow sample](../../../../../python/samples/03-workflows/orchestrations/magentic.py) - the source scenario that this sample ports

dotnet/samples/03-workflows/README.md

@@ -62,4 +62,3 @@ Once completed, please proceed to the other samples listed below.
 | Sample | Concepts |
 |--------|----------|
 | [Handoff Orchestration](./Orchestration/Handoff) | Introduces the Handoff Orchestration pattern |
-| [Magentic Orchestration](./Orchestration/Magentic) | Coordinates multiple agents with a Magentic manager, streamed plan events, and a final transcript |

dotnet/samples/04-hosting/DurableAgents/AzureFunctions/01_SingleAgent/local.settings.json

@@ -0,0 +1,10 @@
+{
+  "IsEncrypted": false,
+  "Values": {
+    "FUNCTIONS_WORKER_RUNTIME": "dotnet-isolated",
+    "AzureWebJobsStorage": "UseDevelopmentStorage=true",
+    "DURABLE_TASK_SCHEDULER_CONNECTION_STRING": "Endpoint=http://localhost:8080;TaskHub=default;Authentication=None",
+    "AZURE_OPENAI_ENDPOINT": "<AZURE_OPENAI_ENDPOINT>",
+    "AZURE_OPENAI_DEPLOYMENT_NAME": "<AZURE_OPENAI_DEPLOYMENT_NAME>"
+  }
+}

dotnet/samples/04-hosting/DurableAgents/AzureFunctions/02_AgentOrchestration_Chaining/local.settings.json

@@ -0,0 +1,10 @@
+{
+  "IsEncrypted": false,
+  "Values": {
+    "FUNCTIONS_WORKER_RUNTIME": "dotnet-isolated",
+    "AzureWebJobsStorage": "UseDevelopmentStorage=true",
+    "DURABLE_TASK_SCHEDULER_CONNECTION_STRING": "Endpoint=http://localhost:8080;TaskHub=default;Authentication=None",
+    "AZURE_OPENAI_ENDPOINT": "<AZURE_OPENAI_ENDPOINT>",
+    "AZURE_OPENAI_DEPLOYMENT_NAME": "<AZURE_OPENAI_DEPLOYMENT_NAME>"
+  }
+}

dotnet/samples/04-hosting/DurableAgents/AzureFunctions/03_AgentOrchestration_Concurrency/local.settings.json

@@ -0,0 +1,10 @@
+{
+  "IsEncrypted": false,
+  "Values": {
+    "FUNCTIONS_WORKER_RUNTIME": "dotnet-isolated",
+    "AzureWebJobsStorage": "UseDevelopmentStorage=true",
+    "DURABLE_TASK_SCHEDULER_CONNECTION_STRING": "Endpoint=http://localhost:8080;TaskHub=default;Authentication=None",
+    "AZURE_OPENAI_ENDPOINT": "<AZURE_OPENAI_ENDPOINT>",
+    "AZURE_OPENAI_DEPLOYMENT_NAME": "<AZURE_OPENAI_DEPLOYMENT_NAME>"
+  }
+}

dotnet/samples/04-hosting/DurableAgents/AzureFunctions/04_AgentOrchestration_Conditionals/local.settings.json

@@ -0,0 +1,10 @@
+{
+  "IsEncrypted": false,
+  "Values": {
+    "FUNCTIONS_WORKER_RUNTIME": "dotnet-isolated",
+    "AzureWebJobsStorage": "UseDevelopmentStorage=true",
+    "DURABLE_TASK_SCHEDULER_CONNECTION_STRING": "Endpoint=http://localhost:8080;TaskHub=default;Authentication=None",
+    "AZURE_OPENAI_ENDPOINT": "<AZURE_OPENAI_ENDPOINT>",
+    "AZURE_OPENAI_DEPLOYMENT_NAME": "<AZURE_OPENAI_DEPLOYMENT_NAME>"
+  }
+}

dotnet/samples/04-hosting/DurableAgents/AzureFunctions/05_AgentOrchestration_HITL/local.settings.json

@@ -0,0 +1,10 @@
+{
+  "IsEncrypted": false,
+  "Values": {
+    "FUNCTIONS_WORKER_RUNTIME": "dotnet-isolated",
+    "AzureWebJobsStorage": "UseDevelopmentStorage=true",
+    "DURABLE_TASK_SCHEDULER_CONNECTION_STRING": "Endpoint=http://localhost:8080;TaskHub=default;Authentication=None",
+    "AZURE_OPENAI_ENDPOINT": "<AZURE_OPENAI_ENDPOINT>",
+    "AZURE_OPENAI_DEPLOYMENT_NAME": "<AZURE_OPENAI_DEPLOYMENT_NAME>"
+  }
+}