Commit Graph

1201 Commits

  • add WebSearchMode enum (#9216)
    ### What
    Add `WebSearchMode` enum (disabled, cached live, defaults to cached) to
    config + V2 protocol. This enum takes precedence over legacy flags:
    `web_search_cached`, `web_search_request`, and `tools.web_search`.
    
    Keep `--search` as live.
    
    ### Tests
    Added tests
  • s/mcp_server_requirements/mcp_servers (#9212)
    A simple `s/mcp_server_requirements/mcp_servers/g` for an unreleased
    feature. @bolinfest correctly pointed out, it's already in
    `requirements.toml` so the `_requirements` is redundant.
  • feat: add collab prompt (#9208)
    Adding a prompt for collab tools. This is only for internal use and the
    prompt won't be gated for now as it is not stable yet.
    
    The goal of this PR is to provide the tool required to iterate on the
    prompt
  • feat: emit events around collab tools (#9095)
    Emit the following events around the collab tools. On the `app-server`
    this will be under `item/started` and `item/completed`
    ```
    #[derive(Debug, Clone, Deserialize, Serialize, PartialEq, JsonSchema, TS)]
    pub struct CollabAgentSpawnBeginEvent {
        /// Identifier for the collab tool call.
        pub call_id: String,
        /// Thread ID of the sender.
        pub sender_thread_id: ThreadId,
        /// Initial prompt sent to the agent. Can be empty to prevent CoT leaking at the
        /// beginning.
        pub prompt: String,
    }
    
    #[derive(Debug, Clone, Deserialize, Serialize, PartialEq, JsonSchema, TS)]
    pub struct CollabAgentSpawnEndEvent {
        /// Identifier for the collab tool call.
        pub call_id: String,
        /// Thread ID of the sender.
        pub sender_thread_id: ThreadId,
        /// Thread ID of the newly spawned agent, if it was created.
        pub new_thread_id: Option<ThreadId>,
        /// Initial prompt sent to the agent. Can be empty to prevent CoT leaking at the
        /// beginning.
        pub prompt: String,
        /// Last known status of the new agent reported to the sender agent.
        pub status: AgentStatus,
    }
    
    #[derive(Debug, Clone, Deserialize, Serialize, PartialEq, JsonSchema, TS)]
    pub struct CollabAgentInteractionBeginEvent {
        /// Identifier for the collab tool call.
        pub call_id: String,
        /// Thread ID of the sender.
        pub sender_thread_id: ThreadId,
        /// Thread ID of the receiver.
        pub receiver_thread_id: ThreadId,
        /// Prompt sent from the sender to the receiver. Can be empty to prevent CoT
        /// leaking at the beginning.
        pub prompt: String,
    }
    
    #[derive(Debug, Clone, Deserialize, Serialize, PartialEq, JsonSchema, TS)]
    pub struct CollabAgentInteractionEndEvent {
        /// Identifier for the collab tool call.
        pub call_id: String,
        /// Thread ID of the sender.
        pub sender_thread_id: ThreadId,
        /// Thread ID of the receiver.
        pub receiver_thread_id: ThreadId,
        /// Prompt sent from the sender to the receiver. Can be empty to prevent CoT
        /// leaking at the beginning.
        pub prompt: String,
        /// Last known status of the receiver agent reported to the sender agent.
        pub status: AgentStatus,
    }
    
    #[derive(Debug, Clone, Deserialize, Serialize, PartialEq, JsonSchema, TS)]
    pub struct CollabWaitingBeginEvent {
        /// Thread ID of the sender.
        pub sender_thread_id: ThreadId,
        /// Thread ID of the receiver.
        pub receiver_thread_id: ThreadId,
        /// ID of the waiting call.
        pub call_id: String,
    }
    
    #[derive(Debug, Clone, Deserialize, Serialize, PartialEq, JsonSchema, TS)]
    pub struct CollabWaitingEndEvent {
        /// Thread ID of the sender.
        pub sender_thread_id: ThreadId,
        /// Thread ID of the receiver.
        pub receiver_thread_id: ThreadId,
        /// ID of the waiting call.
        pub call_id: String,
        /// Last known status of the receiver agent reported to the sender agent.
        pub status: AgentStatus,
    }
    
    #[derive(Debug, Clone, Deserialize, Serialize, PartialEq, JsonSchema, TS)]
    pub struct CollabCloseBeginEvent {
        /// Identifier for the collab tool call.
        pub call_id: String,
        /// Thread ID of the sender.
        pub sender_thread_id: ThreadId,
        /// Thread ID of the receiver.
        pub receiver_thread_id: ThreadId,
    }
    
    #[derive(Debug, Clone, Deserialize, Serialize, PartialEq, JsonSchema, TS)]
    pub struct CollabCloseEndEvent {
        /// Identifier for the collab tool call.
        pub call_id: String,
        /// Thread ID of the sender.
        pub sender_thread_id: ThreadId,
        /// Thread ID of the receiver.
        pub receiver_thread_id: ThreadId,
        /// Last known status of the receiver agent reported to the sender agent before
        /// the close.
        pub status: AgentStatus,
    }
    ```
  • tui: double-press Ctrl+C/Ctrl+D to quit (#8936)
    ## Problem
    
    Codex’s TUI quit behavior has historically been easy to trigger
    accidentally and hard to reason
    about.
    
    - `Ctrl+C`/`Ctrl+D` could terminate the UI immediately, which is a
    common key to press while trying
      to dismiss a modal, cancel a command, or recover from a stuck state.
    - “Quit” and “shutdown” were not consistently separated, so some exit
    paths could bypass the
      shutdown/cleanup work that should run before the process terminates.
    
    This PR makes quitting both safer (harder to do by accident) and more
    uniform across quit
    gestures, while keeping the shutdown-first semantics explicit.
    
    ## Mental model
    
    After this change, the system treats quitting as a UI request that is
    coordinated by the app
    layer.
    
    - The UI requests exit via `AppEvent::Exit(ExitMode)`.
    - `ExitMode::ShutdownFirst` is the normal user path: the app triggers
    `Op::Shutdown`, continues
    rendering while shutdown runs, and only ends the UI loop once shutdown
    has completed.
    - `ExitMode::Immediate` exists as an escape hatch (and as the
    post-shutdown “now actually exit”
    signal); it bypasses cleanup and should not be the default for
    user-triggered quits.
    
    User-facing quit gestures are intentionally “two-step” for safety:
    
    - `Ctrl+C` and `Ctrl+D` no longer exit immediately.
    - The first press arms a 1-second window and shows a footer hint (“ctrl
    + <key> again to quit”).
    - Pressing the same key again within the window requests a
    shutdown-first quit; otherwise the
      hint expires and the next press starts a fresh window.
    
    Key routing remains modal-first:
    
    - A modal/popup gets first chance to consume `Ctrl+C`.
    - If a modal handles `Ctrl+C`, any armed quit shortcut is cleared so
    dismissing a modal cannot
      prime a subsequent `Ctrl+C` to quit.
    - `Ctrl+D` only participates in quitting when the composer is empty and
    no modal/popup is active.
    
    The design doc `docs/exit-confirmation-prompt-design.md` captures the
    intended routing and the
    invariants the UI should maintain.
    
    ## Non-goals
    
    - This does not attempt to redesign modal UX or make modals uniformly
    dismissible via `Ctrl+C`.
    It only ensures modals get priority and that quit arming does not leak
    across modal handling.
    - This does not introduce a persistent confirmation prompt/menu for
    quitting; the goal is to keep
      the exit gesture lightweight and consistent.
    - This does not change the semantics of core shutdown itself; it changes
    how the UI requests and
      sequences it.
    
    ## Tradeoffs
    
    - Quitting via `Ctrl+C`/`Ctrl+D` now requires a deliberate second
    keypress, which adds friction for
      users who relied on the old “instant quit” behavior.
    - The UI now maintains a small time-bounded state machine for the armed
    shortcut, which increases
      complexity and introduces timing-dependent behavior.
    
    This design was chosen over alternatives (a modal confirmation prompt or
    a long-lived “are you
    sure” state) because it provides an explicit safety barrier while
    keeping the flow fast and
    keyboard-native.
    
    ## Architecture
    
    - `ChatWidget` owns the quit-shortcut state machine and decides when a
    quit gesture is allowed
      (idle vs cancellable work, composer state, etc.).
    - `BottomPane` owns rendering and local input routing for modals/popups.
    It is responsible for
    consuming cancellation keys when a view is active and for
    showing/expiring the footer hint.
    - `App` owns shutdown sequencing: translating
    `AppEvent::Exit(ShutdownFirst)` into `Op::Shutdown`
      and only terminating the UI loop when exit is safe.
    
    This keeps “what should happen” decisions (quit vs interrupt vs ignore)
    in the chat/widget layer,
    while keeping “how it looks and which view gets the key” in the
    bottom-pane layer.
    
    ## Observability
    
    You can tell this is working by running the TUIs and exercising the quit
    gestures:
    
    - While idle: pressing `Ctrl+C` (or `Ctrl+D` with an empty composer and
    no modal) shows a footer
    hint for ~1 second; pressing again within that window exits via
    shutdown-first.
    - While streaming/tools/review are active: `Ctrl+C` interrupts work
    rather than quitting.
    - With a modal/popup open: `Ctrl+C` dismisses/handles the modal (if it
    chooses to) and does not
    arm a quit shortcut; a subsequent quick `Ctrl+C` should not quit unless
    the user re-arms it.
    
    Failure modes are visible as:
    
    - Quits that happen immediately (no hint window) from `Ctrl+C`/`Ctrl+D`.
    - Quits that occur while a modal is open and consuming `Ctrl+C`.
    - UI termination before shutdown completes (cleanup skipped).
    
    ## Tests
    
    - Updated/added unit and snapshot coverage in `codex-tui` and
    `codex-tui2` to validate:
      - The quit hint appears and expires on the expected key.
    - Double-press within the window triggers a shutdown-first quit request.
    - Modal-first routing prevents quit bypass and clears any armed shortcut
    when a modal consumes
        `Ctrl+C`.
    
    These tests focus on the UI-level invariants and rendered output; they
    do not attempt to validate
    real terminal key-repeat timing or end-to-end process shutdown behavior.
    
    ---
    Screenshot:
    <img width="912" height="740" alt="Screenshot 2026-01-13 at 1 05 28 PM"
    src="https://github.com/user-attachments/assets/18f3d22e-2557-47f2-a369-ae7a9531f29f"
    />
  • Use current model for review (#9179)
    Instead of having a hard-coded default review model, use the current
    model for running `/review` unless one is specified in the config.
    
    Also inherit current reasoning effort
  • feat: add support for read-only bind mounts in the linux sandbox (#9112)
    ### Motivation
    
    - Landlock alone cannot prevent writes to sensitive in-repo files like
    `.git/` when the repo root is writable, so explicit mount restrictions
    are required for those paths.
    - The sandbox must set up any mounts before calling Landlock so Landlock
    can still be applied afterwards and the two mechanisms compose
    correctly.
    
    ### Description
    
    - Add a new `linux-sandbox` helper `apply_read_only_mounts` in
    `linux-sandbox/src/mounts.rs` that: unshares namespaces, maps uids/gids
    when required, makes mounts private, bind-mounts targets, and remounts
    them read-only.
    - Wire the mount step into the sandbox flow by calling
    `apply_read_only_mounts(...)` before network/seccomp and before applying
    Landlock rules in `linux-sandbox/src/landlock.rs`.
  • feat: add auto refresh on thread listeners (#9105)
    This PR is in the scope of multi-agent work. 
    
    An agent (=thread) can now spawn other agents. Those other agents are
    not attached to any clients. We need a way to make sure that the clients
    are aware of the new threads to look at (for approval for example). This
    PR adds a channel to the `ThreadManager` that pushes the ID of those
    newly created agents such that the client (here the app-server) can also
    subscribe to those ones.
  • chore: clamp min yield time for empty write_stdin (#9156)
    After evals, 0 impact on performance
  • feat: return an error if the image sent by the user is a bad image (#9146)
    ## Before
    When we detect an `InvalidImageRequest`, we replace the image by a
    placeholder and keep going
    
    ## Now
    In such `InvalidImageRequest`, we check if the image is due to a user
    message or a tool call output. For tool call output we still replace it
    with a placeholder to avoid breaking the agentic loop bu tif this is
    because of a user message, we send an error to the user
  • fix: shell snapshot clean-up (#9155)
    Clean all shell snapshot files corresponding to sessions that have not
    been updated in 7 days
    Those files should never leak. The only known cases were it can leak are
    during non graceful interrupt of the process (`kill -9, `panic`, OS
    crash, ...)
  • chore: clarify default shell for unified_exec (#8997)
    The description of the `shell` arg for `exec_command` states the default
    is `/bin/bash`, but AFAICT it's the user's default shell.
    
    Default logic
    [here](https://github.com/openai/codex/blob/2a06d64bc996e4d848b95285700b195c2852a42f/codex-rs/core/src/tools/handlers/unified_exec.rs#L123).
    
    EDIT: #9004 has an alternative where we inform the model of the default
    shell itself.
  • Improve handling of config and rules errors for app server clients (#9182)
    When an invalid config.toml key or value is detected, the CLI currently
    just quits. This leaves the VSCE in a dead state.
    
    This PR changes the behavior to not quit and bubble up the config error
    to users to make it actionable. It also surfaces errors related to
    "rules" parsing.
    
    This allows us to surface these errors to users in the VSCE, like this:
    
    <img width="342" height="129" alt="Screenshot 2026-01-13 at 4 29 22 PM"
    src="https://github.com/user-attachments/assets/a79ffbe7-7604-400c-a304-c5165b6eebc4"
    />
    
    <img width="346" height="244" alt="Screenshot 2026-01-13 at 4 45 06 PM"
    src="https://github.com/user-attachments/assets/de874f7c-16a2-4a95-8c6d-15f10482e67b"
    />
  • Renew cache ttl on etag match (#9174)
    so we don't do unnecessary fetches
  • [CODEX-4427] improve parsed commands (#8933)
    **make command summaries more accurate by distinguishing
    list/search/read operations across common CLI tools.**
    - Added parsing helpers to centralize operand/flag handling (cd_target,
    sed_read_path, first_non_flag_operand, single_non_flag_operand,
    parse_grep_like, awk_data_file_operand, python_walks_files,
    is_python_command) and reused them in summarize_main_tokens/shell
    parsing.
    - Newly parsed list-files commands: git ls-files, rg --files (incl.
    rga/ripgrep-all), eza/exa, tree, du, python -c file-walks, plus fd/find
    map to ListFiles when no query.
    - Newly parsed search commands: git grep, grep/egrep/fgrep, ag/ack/pt,
    rg/rga files-with-matches flags (-l/-L, --files-with-matches,
    --files-without-match), with improved flag skipping to avoid
    misclassifying args as paths.
    - Newly parsed read commands: bat/batcat, less, more, awk <file>, and
    more flexible sed -n range + file detection.
    - refine “small formatting command” detection for awk/sed, handle cd
    with -- or multiple operands, keep pipeline summaries focused on primary
    command.
  • clean models manager (#9168)
    Have only the following Methods:
    - `list_models`: getting current available models
    - `try_list_models`: sync version no refresh for tui use
    - `get_default_model`: get the default model (should be tightened to
    core and received on session configuration)
    - `get_model_info`: get `ModelInfo` for a specific model (should be
    tightened to core but used in tests)
    - `refresh_if_new_etag`: trigger refresh on different etags
    
    Also move the cache to its own struct
  • Update models.json (#9136)
    Automated update of models.json.
    
    Co-authored-by: aibrahim-oai <219906144+aibrahim-oai@users.noreply.github.com>
  • Fix flakiness in WebSocket tests (#9169)
    The connection was being added to the list after the WebSocket response
    was sent.
    
    So the test can sometimes race and observe connections before the list
    was updated.
    
    After this change, connection and request is added to the list before
    the response is sent.
  • Restrict MCP servers from requirements.toml (#9101)
    Enterprises want to restrict the MCP servers their users can use.
    
    Admins can now specify an allowlist of MCPs in `requirements.toml`. The
    MCP servers are matched on both Name and Transport (local path or HTTP
    URL) -- both must match to allow the MCP server. This prevents
    circumventing the allowlist by renaming MCP servers in user config. (It
    is still possible to replace the local path e.g. rewrite say
    `/usr/local/github-mcp` with a nefarious MCP. We could allow hash
    pinning in the future, but that would break updates. I also think this
    represents a broader, out-of-scope problem.)
    
    We introduce a new field to Constrained: "normalizer". In general, it is
    a fn(T) -> T and applies when `Constrained<T>.set()` is called. In this
    particular case, it disables MCP servers which do not match the
    allowlist. An alternative solution would remove this and instead throw a
    ConstraintError. That would stop Codex launching if any MCP server was
    configured which didn't match. I think this is bad.
    
    We currently reuse the enabled flag on MCP servers to disable them, but
    don't propagate any information about why they are disabled. I'd like to
    add that in a follow up PR, possibly by switching out enabled with an
    enum.
    
    In action:
    
    ```
    # MCP server config has two MCPs. We are going to allowlist one of them.
    ➜  codex git:(gt/restrict-mcps) ✗ cat ~/.codex/config.toml | grep mcp_servers -A1
    [mcp_servers.hello_world]
    command = "hello-world-mcp"
    --
    [mcp_servers.docs]
    command = "docs-mcp"
    
    # Restrict the MCPs to the hello_world MCP.
    ➜  codex git:(gt/restrict-mcps) ✗ defaults read com.openai.codex requirements_toml_base64 | base64 -d
    [mcp_server_allowlist.hello_world]
    command = "hello-world-mcp"
    
    # List the MCPs, observe hello_world is enabled and docs is disabled.
    ➜  codex git:(gt/restrict-mcps) ✗ just codex mcp list
    cargo run --bin codex -- "$@"
        Finished `dev` profile [unoptimized + debuginfo] target(s) in 0.25s
         Running `target/debug/codex mcp list`
    Name         Command          Args  Env  Cwd  Status    Auth
    docs         docs-mcp         -     -    -    disabled  Unsupported
    hello_world  hello-world-mcp  -     -    -    enabled   Unsupported
    
    # Remove the restrictions.
    ➜  codex git:(gt/restrict-mcps) ✗ defaults delete com.openai.codex requirements_toml_base64
    
    # Observe both MCPs are enabled.
    ➜  codex git:(gt/restrict-mcps) ✗ just codex mcp list
    cargo run --bin codex -- "$@"
        Finished `dev` profile [unoptimized + debuginfo] target(s) in 0.25s
         Running `target/debug/codex mcp list`
    Name         Command          Args  Env  Cwd  Status   Auth
    docs         docs-mcp         -     -    -    enabled  Unsupported
    hello_world  hello-world-mcp  -     -    -    enabled  Unsupported
    
    # A new requirements that updates the command to one that does not match.
    ➜  codex git:(gt/restrict-mcps) ✗ cat ~/requirements.toml
    [mcp_server_allowlist.hello_world]
    command = "hello-world-mcp-v2"
    
    # Use those requirements.
    ➜  codex git:(gt/restrict-mcps) ✗ defaults write com.openai.codex requirements_toml_base64 "$(base64 -i /Users/gt/requirements.toml)"
    
    # Observe both MCPs are disabled.
    ➜  codex git:(gt/restrict-mcps) ✗ just codex mcp list
    cargo run --bin codex -- "$@"
        Finished `dev` profile [unoptimized + debuginfo] target(s) in 0.75s
         Running `target/debug/codex mcp list`
    Name         Command          Args  Env  Cwd  Status    Auth
    docs         docs-mcp         -     -    -    disabled  Unsupported
    hello_world  hello-world-mcp  -     -    -    disabled  Unsupported
    ```
  • add generated jsonschema for config.toml (#8956)
    ### What
    Add JSON Schema generation for `config.toml`, with checked‑in
    `docs/config.schema.json`. We can move the schema elsewhere if preferred
    (and host it if there's demand).
    
    Add fixture test to prevent drift and `just write-config-schema` to
    regenerate on schema changes.
    
    Generate MCP config schema from `RawMcpServerConfig` instead of
    `McpServerConfig` because that is the runtime type used for
    deserialization.
    
    Populate feature flag values into generated schema so they can be
    autocompleted.
    
    ### Tests
    Added tests + regenerate script to prevent drift. Tested autocompletions
    using generated jsonschema locally with Even Better TOML.
    
    
    
    https://github.com/user-attachments/assets/5aa7cd39-520c-4a63-96fb-63798183d0bc
  • ollama: default to Responses API for built-ins (#8798)
    This is an alternate PR to solving the same problem as
    <https://github.com/openai/codex/pull/8227>.
    
    In this PR, when Ollama is used via `--oss` (or via `model_provider =
    "ollama"`), we default it to use the Responses format. At runtime, we do
    an Ollama version check, and if the version is older than when Responses
    support was added to Ollama, we print out a warning.
    
    Because there's no way of configuring the wire api for a built-in
    provider, we temporarily add a new `oss_provider`/`model_provider`
    called `"ollama-chat"` that will force the chat format.
    
    Once the `"chat"` format is fully removed (see
    <https://github.com/openai/codex/discussions/7782>), `ollama-chat` can
    be removed as well
    
    ---------
    
    Co-authored-by: Eric Traut <etraut@openai.com>
    Co-authored-by: Michael Bolin <mbolin@openai.com>
  • Support response.done and add integration tests (#9129)
    The agent loop using a persistent incremental web socket connection.
  • Use markdown for migration screen (#8952)
    Next steps will be routing this to model info
  • Websocket append support (#9128)
    Support an incremental append request in websocket transport.
  • Reuse websocket connection (#9127)
    Reuses the connection but still sends full requests.
  • Add model client sessions (#9102)
    Maintain a long-running session.
  • Assemble sandbox/approval/network prompts dynamically (#8961)
    - Add a single builder for developer permissions messaging that accepts
    SandboxPolicy and approval policy. This builder now drives the developer
    “permissions” message that’s injected at session start and any time
    sandbox/approval settings change.
    - Trim EnvironmentContext to only include cwd, writable roots, and
    shell; removed sandbox/approval/network duplication and adjusted XML
    serialization and tests accordingly.
    
    Follow-up: adding a config value to replace the developer permissions
    message for custom sandboxes.
  • Remove unused conversation_id header (#9107)
    It's an exact copy of session_id
  • feat: hot reload mcp servers (#8957)
    ### Summary
    * Added `mcpServer/refresh` command to inform app servers and active
    threads to refresh mcpServer on next turn event.
    * Added `pending_mcp_server_refresh_config` to codex core so that if the
    value is populated, we reinitialize the mcp server manager on the thread
    level.
    * The config is updated on `mcpServer/refresh` command which we iterate
    through threads and provide with the latest config value after last
    write.
  • nit: add docstring (#9099)
    Add docstring on `ToolHandler` trait
  • Add static mcp callback uri support (#8971)
    Currently the callback URI for MCP authentication is dynamically
    generated. More specifically, the callback URI is dynamic because the
    port part of it is randomly chosen by the OS. This is not ideal as
    callback URIs are recommended to be static and many authorization
    servers do not support dynamic callback URIs.
    
    This PR fixes that issue by exposing a new config option named
    `mcp_oauth_callback_port`. When it is set, the callback URI is
    constructed using this port rather than a random one chosen by the OS,
    thereby making callback URI static.
    
    Related issue: https://github.com/openai/codex/issues/8827
  • feat: add close tool implementation for collab (#9090)
    Pretty straight forward. A known follow-up will be to drop it from the
    AgentControl
  • feat: add wait tool implementation for collab (#9088)
    Add implementation for the `wait` tool.
    
    For this we consider all status different from `PendingInit` and
    `Running` as terminal. The `wait` tool call will return either after a
    given timeout or when the tool reaches a non-terminal status.
    
    A few points to note:
    * The usage of a channel is preferred to prevent some races (just
    looping on `get_status()` could "miss" a terminal status)
    * The order of operations is very important, we need to first subscribe
    and then check the last known status to prevent race conditions
    * If the channel gets dropped, we return an error on purpose
  • Label attached images so agent can understand in-message labels (#8950)
    Agent wouldn't "see" attached images and would instead try to use the
    view_file tool:
    <img width="1516" height="504" alt="image"
    src="https://github.com/user-attachments/assets/68a705bb-f962-4fc1-9087-e932a6859b12"
    />
    
    In this PR, we wrap image content items in XML tags with the name of
    each image (now just a numbered name like `[Image #1]`), so that the
    model can understand inline image references (based on name). We also
    put the image content items above the user message which the model seems
    to prefer (maybe it's more used to definitions being before references).
    
    We also tweak the view_file tool description which seemed to help a bit
    
    Results on a simple eval set of images:
    
    Before
    <img width="980" height="310" alt="image"
    src="https://github.com/user-attachments/assets/ba838651-2565-4684-a12e-81a36641bf86"
    />
    
    After
    <img width="918" height="322" alt="image"
    src="https://github.com/user-attachments/assets/10a81951-7ee6-415e-a27e-e7a3fd0aee6f"
    />
    
    ```json
    [
      {
        "id": "single_describe",
        "prompt": "Describe the attached image in one sentence.",
        "images": ["image_a.png"]
      },
      {
        "id": "single_color",
        "prompt": "What is the dominant color in the image? Answer with a single color word.",
        "images": ["image_b.png"]
      },
      {
        "id": "orientation_check",
        "prompt": "Is the image portrait or landscape? Answer in one sentence.",
        "images": ["image_c.png"]
      },
      {
        "id": "detail_request",
        "prompt": "Look closely at the image and call out any small details you notice.",
        "images": ["image_d.png"]
      },
      {
        "id": "two_images_compare",
        "prompt": "I attached two images. Are they the same or different? Briefly explain.",
        "images": ["image_a.png", "image_b.png"]
      },
      {
        "id": "two_images_captions",
        "prompt": "Provide a short caption for each image (Image 1, Image 2).",
        "images": ["image_c.png", "image_d.png"]
      },
      {
        "id": "multi_image_rank",
        "prompt": "Rank the attached images from most colorful to least colorful.",
        "images": ["image_a.png", "image_b.png", "image_c.png"]
      },
      {
        "id": "multi_image_choice",
        "prompt": "Which image looks more vibrant? Answer with 'Image 1' or 'Image 2'.",
        "images": ["image_b.png", "image_d.png"]
      }
    ]
    ```
  • fix: include AGENTS.md as repo root marker for integration tests (#9010)
    As explained in `codex-rs/core/BUILD.bazel`, including the repo's own
    `AGENTS.md` is a hack to get some tests passing. We should fix this
    properly, but I wanted to put stake in the ground ASAP to get `just
    bazel-remote-test` working and then add a job to `bazel.yml` to ensure
    it keeps working.
  • Add URL to responses error messages (#8984)
    Put the URL in error messages, to aid debugging Codex pointing at wrong
    endpoints.
    
    <img width="759" height="164" alt="Screenshot 2026-01-09 at 16 32 49"
    src="https://github.com/user-attachments/assets/77a0622c-955d-426d-86bb-c035210a4ecc"
    />