Commit Graph

27 Commits

  • codex-otel: add configurable trace metadata (#21556)
    Add Codex config for static trace span attributes and structured W3C
    tracestate field upserts. The config flows through OtelSettings so
    callers can attach trace metadata without touching every span call site.
    
    Apply span attributes with an SDK span processor so every exported
    trace span carries the configured metadata. Model tracestate as nested
    member fields so configured keys can be upserted while unrelated
    propagated state in the same member is preserved.
    
    Validate configured tracestate before installing provider-global state,
    including header-unsafe values the SDK does not reject by itself. This
    keeps Codex from propagating malformed trace context from config.
    
    Update the config schema, public docs, and OTLP loopback coverage for
    config parsing, span export, propagation, and invalid-header rejection.
  • install WFP filters for Windows sandbox setup (#20101)
    ## Summary
    
    This PR installs a first wave of WFP (Windows Filtering Platform)
    filters that reduce the surface area of network egress vulnerabilities
    for the Windows Sandbox.
    
    - Add persistent Windows Filtering Platform provider, sublayer, and
    filters for the Windows sandbox offline account.
    - Install WFP filters during elevated full setup, log failures
    non-fatally, and emit setup metrics when analytics are enabled.
    - Bump the Windows sandbox setup version so existing users rerun full
    setup and receive the new filters.
    
    ## What WFP is
    Windows Filtering Platform (WFP) is the low-level Windows networking
    policy engine underneath things like Windows Firewall. It lets
    privileged code install persistent filtering rules at specific network
    stack layers, with conditions like "only traffic from this Windows
    account" or "only this remote port," and an action like block.
    
    In this change, we create a Codex-owned persistent WFP provider and
    sublayer, then install block filters scoped to the Windows sandbox's
    offline user account via `ALE_USER_ID`. That means the filters are
    targeted at sandboxed processes running as that account, rather than
    globally affecting the host.
    
    ## Initial filter set
    We are starting with 12 concrete WFP filters across a few high-value
    bypass surfaces. The table below describes the filter families rather
    than one filter per row:
    
    | Area | Concrete filters | Purpose |
    | --- | --- | --- |
    | ICMP | 4 filters: ICMP v4/v6 on `ALE_AUTH_CONNECT` and
    `ALE_RESOURCE_ASSIGNMENT` | Block direct ping-style network reachability
    checks from the offline account. |
    | DNS | 2 filters: remote port `53` on `ALE_AUTH_CONNECT_V4/V6` | Block
    direct DNS queries that bypass our intended proxy/offline path. |
    | DNS-over-TLS | 2 filters: remote port `853` on
    `ALE_AUTH_CONNECT_V4/V6` | Block encrypted DNS attempts that could
    bypass ordinary DNS interception. |
    | SMB / NetBIOS | 4 filters: remote ports `445` and `139` on
    `ALE_AUTH_CONNECT_V4/V6` | Block Windows file-sharing/network share
    traffic from sandboxed processes. |
    
    For IPv4/IPv6 coverage, the port-based filters are installed on both
    `ALE_AUTH_CONNECT_V4` and `ALE_AUTH_CONNECT_V6`. ICMP also gets both
    connect-layer and resource-assignment-layer coverage because ICMP
    traffic is shaped differently from ordinary TCP/UDP port traffic.
    
    ## Validation
    - `cargo fmt -p codex-windows-sandbox` (completed with existing
    stable-rustfmt warnings about `imports_granularity = Item`)
    - `cargo test -p codex-windows-sandbox wfp::tests`
    - `cargo test -p codex-windows-sandbox` (fails in existing legacy
    PowerShell sandbox tests because `Microsoft.PowerShell.Utility` could
    not be loaded; WFP tests passed before that failure)
  • feat: add explicit AgentIdentity auth mode (#18785)
    ## Summary
    
    This PR adds `CodexAuth::AgentIdentity` as an explicit auth mode.
    
    An AgentIdentity auth record is a standalone `auth.json` mode. When
    `AuthManager::auth().await` loads that mode, it registers one
    process-scoped task and stores it in runtime-only state on the auth
    value. Header creation stays synchronous after that because the task is
    initialized before callers receive the auth object.
    
    This PR also removes the old feature flag path. AgentIdentity is
    selected by explicit auth mode, not by a hidden flag or lazy mutation of
    ChatGPT auth records.
    
    Reference old stack: https://github.com/openai/codex/pull/17387/changes
    
    ## Design Decisions
    
    - AgentIdentity is a real auth enum variant because it can be the only
    credential in `auth.json`.
    - The process task is ephemeral runtime state. It is not serialized and
    is not stored in rollout/session data.
    - Account/user metadata needed by existing Codex backend checks lives on
    the AgentIdentity record for now.
    - `is_chatgpt_auth()` remains token-specific.
    - `uses_codex_backend()` is the broader predicate for ChatGPT-token auth
    and AgentIdentity auth.
    
    ## Stack
    
    1. https://github.com/openai/codex/pull/18757: full revert
    2. https://github.com/openai/codex/pull/18871: isolated Agent Identity
    crate
    3. This PR: explicit AgentIdentity auth mode and startup task allocation
    4. https://github.com/openai/codex/pull/18811: migrate Codex backend
    auth callsites through AuthProvider
    5. https://github.com/openai/codex/pull/18904: accept AgentIdentity JWTs
    and load `CODEX_AGENT_IDENTITY`
    
    ## Testing
    
    Tests: targeted Rust checks, cargo-shear, Bazel lock check, and CI.
  • [codex] reduce module visibility (#16978)
    ## Summary
    - reduce public module visibility across Rust crates, preferring private
    or crate-private modules with explicit crate-root public exports
    - update external call sites and tests to use the intended public crate
    APIs instead of reaching through module trees
    - add the module visibility guideline to AGENTS.md
    
    ## Validation
    - `cargo check --workspace --all-targets --message-format=short` passed
    before the final fix/format pass
    - `just fix` completed successfully
    - `just fmt` completed successfully
    - `git diff --check` passed
  • Move auth code into login crate (#15150)
    - Move the auth implementation and token data into codex-login.
    - Keep codex-core re-exporting that surface from codex-login for
    existing callers.
    
    ---------
    
    Co-authored-by: Codex <noreply@openai.com>
  • Log automated reviewer approval sources distinctly (#15201)
    ## Summary
    
    - log guardian-reviewed tool approvals as `source=automated_reviewer` in
    `codex.tool_decision`
    - keep direct user approvals as `source=user` and config-driven
    approvals as `source=config`
    
    ## Testing
    
    -
    `/Users/gabec/.codex/skills/codex-oss-fastdev/scripts/codex-rs-fmt-quiet.sh`
    -
    `/Users/gabec/.codex/skills/codex-oss-fastdev/scripts/codex-rs-test-quiet.sh
    -p codex-otel` (fails in sandboxed loopback bind tests under
    `otel/tests/suite/otlp_http_loopback.rs`)
    - `cargo test -p codex-core guardian -- --nocapture` (original-tree run
    reached Guardian tests and only hit sandbox-related listener/proxy
    failures)
    
    Co-authored-by: Codex <noreply@openai.com>
  • Add auth env observability (#14905)
    CXC-410 Emit Env Var Status with `/feedback` report
    
    Add more observability on top of #14611 
    
    [Unset](https://openai.sentry.io/issues/7340419168/?project=4510195390611458&query=019cfa8d-c1ba-7002-96fa-e35fc340551d&referrer=issue-stream)
    
    [Set](https://openai.sentry.io/issues/7340426331/?project=4510195390611458&query=019cfa91-aba1-7823-ab7e-762edfbc0ed4&referrer=issue-stream)
    <img width="1063" height="610" alt="image"
    src="https://github.com/user-attachments/assets/937ab026-1c2d-4757-81d5-5f31b853113e"
    />
    
    
    ###### Summary
    - Adds auth-env telemetry that records whether key auth-related env
    overrides were present on session start and request paths.
    - Threads those auth-env fields through `/responses`, websocket, and
    `/models` telemetry and feedback metadata.
    - Buckets custom provider `env_key` configuration to a safe
    `"configured"` value instead of emitting raw config text.
    - Keeps the slice observability-only: no raw token values or raw URLs
    are emitted.
    
    ###### Rationale (from spec findings)
    - 401 and auth-path debugging needs a way to distinguish env-driven auth
    paths from sessions with no auth env override.
    - Startup and model-refresh failures need the same auth-env diagnostics
    as normal request failures.
    - Feedback and Sentry tags need the same auth-env signal as OTel events
    so reports can be triaged consistently.
    - Custom provider config is user-controlled text, so the telemetry
    contract must stay presence-only / bucketed.
    
    ###### Scope
    - Adds a small `AuthEnvTelemetry` bundle for env presence collection and
    threads it through the main request/session telemetry paths.
    - Does not add endpoint/base-url/provider-header/geo routing attribution
    or broader telemetry API redesign.
    
    ###### Trade-offs
    - `provider_env_key_name` is bucketed to `"configured"` instead of
    preserving the literal configured env var name.
    - `/models` is included because startup/model-refresh auth failures need
    the same diagnostics, but broader parity work remains out of scope.
    - This slice keeps the existing telemetry APIs and layers auth-env
    fields onto them rather than redesigning the metadata model.
    
    ###### Client follow-up
    - Add the separate endpoint/base-url attribution slice if routing-source
    diagnosis is still needed.
    - Add provider-header or residency attribution only if auth-env presence
    proves insufficient in real reports.
    - Revisit whether any additional auth-related env inputs need safe
    bucketing after more 401 triage data.
    
    ###### Testing
    - `cargo test -p codex-core emit_feedback_request_tags -- --nocapture`
    - `cargo test -p codex-core
    collect_auth_env_telemetry_buckets_provider_env_key_name -- --nocapture`
    - `cargo test -p codex-core
    models_request_telemetry_emits_auth_env_feedback_tags_on_failure --
    --nocapture`
    - `cargo test -p codex-otel
    otel_export_routing_policy_routes_api_request_auth_observability --
    --nocapture`
    - `cargo test -p codex-otel
    otel_export_routing_policy_routes_websocket_connect_auth_observability
    -- --nocapture`
    - `cargo test -p codex-otel
    otel_export_routing_policy_routes_websocket_request_transport_observability
    -- --nocapture`
    - `cargo test -p codex-core --no-run --message-format short`
    - `cargo test -p codex-otel --no-run --message-format short`
    
    ---------
    
    Co-authored-by: Codex <noreply@openai.com>
  • fix(otel): make HTTP trace export survive app-server runtimes (#14300)
    ## Summary
    
    This PR fixes OTLP HTTP trace export in runtimes where the previous
    exporter setup was unreliable, especially around app-server usage. It
    also removes the old `codex_otel::otel_provider` compatibility shim and
    switches remaining call sites over to the crate-root
    `codex_otel::OtelProvider` export.
    
    ## What changed
    
    - Use a runtime-safe OTLP HTTP trace exporter path for Tokio runtimes.
    - Add an async HTTP client path for trace export when we are already
    inside a multi-thread Tokio runtime.
    - Make provider shutdown flush traces before tearing down the tracer
    provider.
    - Add loopback coverage that verifies traces are actually sent to
    `/v1/traces`:
      - outside Tokio
      - inside a multi-thread Tokio runtime
      - inside a current-thread Tokio runtime
    - Remove the `codex_otel::otel_provider` shim and update remaining
    imports.
    
    ## Why
    
    I hit cases where spans were being created correctly but never made it
    to the collector. The issue turned out to be in exporter/runtime
    behavior rather than the span plumbing itself. This PR narrows that gap
    and gives us regression coverage for the actual export path.
  • chore(otel): rename OtelManager to SessionTelemetry (#13808)
    ## Summary
    This is a purely mechanical refactor of `OtelManager` ->
    `SessionTelemetry` to better convey what the struct is doing. No
    behavior change.
    
    ## Why
    
    `OtelManager` ended up sounding much broader than what this type
    actually does. It doesn't manage OTEL globally; it's the session-scoped
    telemetry surface for emitting log/trace events and recording metrics
    with consistent session metadata (`app_version`, `model`, `slug`,
    `originator`, etc.).
    
    `SessionTelemetry` is a more accurate name, and updating the call sites
    makes that boundary a lot easier to follow.
    
    ## Validation
    
    - `just fmt`
    - `cargo test -p codex-otel`
    - `cargo test -p codex-core`
  • chore(otel): reorganize codex-otel crate (#13800)
    ## Summary
    This is a structural cleanup of `codex-otel` to make the ownership
    boundaries a lot clearer.
    
    For example, previously it was quite confusing that `OtelManager` which
    emits log + trace event telemetry lived under
    `codex-rs/otel/src/traces/`. Also, there were two places that defined
    methods on OtelManager via `impl OtelManager` (`lib.rs` and
    `otel_manager.rs`).
    
    What changed:
    - move the `OtelProvider` implementation into `src/provider.rs`
    - move `OtelManager` and session-scoped event emission into
    `src/events/otel_manager.rs`
    - collapse the shared log/trace event helpers into
    `src/events/shared.rs`
    - pull target classification into `src/targets.rs`
    - move `traceparent_context_from_env()` into `src/trace_context.rs`
    - keep `src/otel_provider.rs` as a compatibility shim for existing
    imports
    - update the `codex-otel` README to reflect the new layout
    
    ## Why
    `lib.rs` and `otel_provider.rs` were doing too many different jobs at
    once: provider setup, export routing, trace-context helpers, and session
    event emission all lived together.
    
    This refactor separates those concerns without trying to change the
    behavior of the crate. The goal is to make future OTEL work easier to
    reason about and easier to review.
    
    ## Notes
    - no intended behavior change
    - `OtelManager` remains the session-scoped event emitter in this PR
    - the `otel_provider` shim keeps downstream churn low while the
    internals move around
    
    ## Validation
    - `just fmt`
    - `cargo test -p codex-otel`
    - `just fix -p codex-otel`
  • feat(otel): safe tracing (#13626)
    ### Motivation
    Today config.toml has three different OTEL knobs under `[otel]`:
    - `exporter` controls where OTEL logs go
    - `trace_exporter` controls where OTEL traces go
    - `metrics_exporter` controls where metrics go
    
    Those often (pretty much always?) serve different purposes.
    
    For example, for OpenAI internal usage, the **log exporter** is already
    being used for IT/security telemetry, and that use case is intentionally
    content-rich: tool calls, arguments, outputs, MCP payloads, and in some
    cases user content are all useful there. `log_user_prompt` is a good
    example of that distinction. When it’s enabled, we include raw prompt
    text in OTEL logs, which is acceptable for the security use case.
    
    The **trace exporter** is a different story. The goal there is to give
    OpenAI engineers visibility into latency and request behavior when they
    run Codex locally, without sending sensitive prompt or tool data as
    trace event data. In other words, traces should help answer “what was
    slow?” or “where did time go?”, not “what did the user say?” or “what
    did the tool return?”
    
    The complication is that Rust’s `tracing` crate does not make a hard
    distinction between “logs” and “trace events.” It gives us one
    instrumentation API for logs and trace events (via `tracing::event!`),
    and subscribers decide what gets treated as logs, trace events, or both.
    
    Before this change, our OTEL trace layer was effectively attached to the
    general tracing stream, which meant turning on `trace_exporter` could
    pick up content-rich events that were originally written with logging
    (and the `log_exporter`) in mind. That made it too easy for sensitive
    data to end up in exported traces by accident.
    
    ### Concrete example
    In `otel_manager.rs`, this `tracing::event!` call would be exported in
    both logs AND traces (as a trace event).
    ```
        pub fn user_prompt(&self, items: &[UserInput]) {
            let prompt = items
                .iter()
                .flat_map(|item| match item {
                    UserInput::Text { text, .. } => Some(text.as_str()),
                    _ => None,
                })
                .collect::<String>();
    
            let prompt_to_log = if self.metadata.log_user_prompts {
                prompt.as_str()
            } else {
                "[REDACTED]"
            };
    
            tracing::event!(
                tracing::Level::INFO,
                event.name = "codex.user_prompt",
                event.timestamp = %timestamp(),
                // ...
                prompt = %prompt_to_log,
            );
        }
    ```
    
    Instead of `tracing::event!`, we should now be using `log_event!` and
    `trace_event!` instead to more clearly indicate which sink (logs vs.
    traces) that event should be exported to.
    
    ### What changed
    This PR makes the log and trace export distinct instead of treating them
    as two sinks for the same data.
    
    On the provider side, OTEL logs and traces now have separate
    routing/filtering policy. The log exporter keeps receiving the existing
    `codex_otel` events, while trace export is limited to spans and trace
    events.
    
    On the event side, `OtelManager` now emits two flavors of telemetry
    where needed:
    - a log-only event with the current rich payloads
    - a tracing-safe event with summaries only
    
    It also has a convenience `log_and_trace_event!` macro for emitting to
    both logs and traces when it's safe to do so, as well as log- and
    trace-specific fields.
    
    That means prompts, tool args, tool output, account email, MCP metadata,
    and similar content stay in the log lane, while traces get the pieces
    that are actually useful for performance work: durations, counts, sizes,
    status, token counts, tool origin, and normalized error classes.
    
    This preserves current IT/security logging behavior while making it safe
    to turn on trace export for employees.
    
    ### Full list of things removed from trace export
    - raw user prompt text from `codex.user_prompt`
    - raw tool arguments and output from `codex.tool_result`
    - MCP server metadata from `codex.tool_result` (mcp_server,
    mcp_server_origin)
    - account identity fields like `user.email` and `user.account_id` from
    trace-safe OTEL events
    - `host.name` from trace resources
    - generic `codex.tool_decision` events from traces
    - generic `codex.sse_event` events from traces
    - the full ToolCall debug payload from the `handle_tool_call` span
    
    What traces now keep instead is mostly:
    - spans
    - trace-safe OTEL events
    - counts, lengths, durations, status, token counts, and tool origin
    summaries
  • feat(core): persist trace_id for turns in RolloutItem::TurnContext (#13602)
    This PR adds a durable trace linkage for each turn by storing the active
    trace ID on the rollout TurnContext record stored in session rollout
    files.
    
    Before this change, we propagated trace context at runtime but didn’t
    persist a stable per-turn trace key in rollout history. That made
    after-the-fact debugging harder (for example, mapping a historical turn
    to the corresponding trace in datadog). This sets us up for much easier
    debugging in the future.
    
    ### What changed
    - Added an optional `trace_id` to TurnContextItem (rollout schema).
    - Added a small OTEL helper to read the current span trace ID.
    - Captured `trace_id` when creating `TurnContext` and included it in
    `to_turn_context_item()`.
    - Updated tests and fixtures that construct TurnContextItem so
    older/no-trace cases still work.
    
    ### Why this approach
    TurnContext is already the canonical durable per-turn metadata in
    rollout. This keeps ownership clean: trace linkage lives with other
    persisted turn metadata.
  • feat(app-server): add tracing to all app-server APIs (#13285)
    ### Overview
    This PR adds the first piece of tracing for app-server JSON-RPC
    requests.
    
    There are two main changes:
    - JSON-RPC requests can now take an optional W3C trace context at the
    top level via a `trace` field (`traceparent` / `tracestate`).
    - app-server now creates a dedicated request span for every inbound
    JSON-RPC request in `MessageProcessor`, and uses the request-level trace
    context as the parent when present.
    
    For compatibility with existing flows, app-server still falls back to
    the TRACEPARENT env var when there is no request-level traceparent.
    
    This PR is intentionally scoped to the app-server boundary. In a
    followup, we'll actually propagate trace context through the async
    handoff into core execution spans like run_turn, which will make
    app-server traces much more useful.
    
    ### Spans
    A few details on the app-server span shape:
    - each inbound request gets its own server span
    - span/resource names are based on the JSON-RPC method (`initialize`,
    `thread/start`, `turn/start`, etc.)
    - spans record transport (stdio vs websocket), request id, connection
    id, and client name/version when available
    - `initialize` stores client metadata in session state so later requests
    on the same connection can reuse it
  • feat: add service name to app-server (#12319)
    Add service name to the app-server so that the app can use it's own
    service name
    
    This is on thread level because later we might plan the app-server to
    become a singleton on the computer
  • fix(auth): isolate chatgptAuthTokens concept to auth manager and app-server (#10423)
    So that the rest of the codebase (like TUI) don't need to be concerned
    whether ChatGPT auth was handled by Codex itself or passed in via
    app-server's external auth mode.
  • Include real OS info in metrics. (#10425)
    calculated a hashed user ID from either auth user id or API key
    Also correctly populates OS.
    
    These will make our metrics more useful and powerful for analysis.
  • feat: show runtime metrics in console (#10278)
    Summary of changes:
    
    - Adds a new feature flag: runtime_metrics
      - Declared in core/src/features.rs
      - Added to core/config.schema.json
      - Wired into OTEL init in core/src/otel_init.rs
    
    - Enables on-demand runtime metric snapshots in OTEL
      - Adds runtime_metrics: bool to otel/src/config.rs
      - Enables experimental custom reader features in otel/Cargo.toml
      - Adds snapshot/reset/summary APIs in:
        - otel/src/lib.rs
        - otel/src/metrics/client.rs
        - otel/src/metrics/config.rs
        - otel/src/metrics/error.rs
    
    - Defines metric names and a runtime summary builder
      - New files:
        - otel/src/metrics/names.rs
        - otel/src/metrics/runtime_metrics.rs
      - Summarizes totals for:
        - Tool calls
        - API requests
        - SSE/streaming events
    
    - Instruments metrics collection in OTEL manager
      - otel/src/traces/otel_manager.rs now records:
        - API call counts + durations
        - SSE event counts + durations (success/failure)
        - Tool call metrics now use shared constants
    
    - Surfaces runtime metrics in the TUI
      - Resets runtime metrics at turn start in tui/src/chatwidget.rs
    - Displays metrics in the final separator line in
    tui/src/history_cell.rs
    
    - Adds tests
      - New OTEL tests:
        - otel/tests/suite/snapshot.rs
        - otel/tests/suite/runtime_summary.rs
      - New TUI test:
    - final_message_separator_includes_runtime_metrics in
    tui/src/history_cell.rs
    
    Scope:
    - 19 files changed
    - ~652 insertions, 38 deletions
    
    
    <img width="922" height="169" alt="Screenshot 2026-01-30 at 4 11 34 PM"
    src="https://github.com/user-attachments/assets/1efd754d-a16d-4564-83a5-f4442fd2f998"
    />
  • feat: add session source as otel metadata tag (#9720)
    Add session.source and user.account_id as global OTEL metric tags to
    identify client surface and user.
  • feat: metrics capabilities (#8318)
    Add metrics capabilities to Codex. The `README.md` is up to date.
    
    This will not be merged with the metrics before this PR of course:
    https://github.com/openai/codex/pull/8350
  • OpenTelemetry events (#2103)
    ### Title
    
    ## otel
    
    Codex can emit [OpenTelemetry](https://opentelemetry.io/) **log events**
    that
    describe each run: outbound API requests, streamed responses, user
    input,
    tool-approval decisions, and the result of every tool invocation. Export
    is
    **disabled by default** so local runs remain self-contained. Opt in by
    adding an
    `[otel]` table and choosing an exporter.
    
    ```toml
    [otel]
    environment = "staging"   # defaults to "dev"
    exporter = "none"          # defaults to "none"; set to otlp-http or otlp-grpc to send events
    log_user_prompt = false    # defaults to false; redact prompt text unless explicitly enabled
    ```
    
    Codex tags every exported event with `service.name = "codex-cli"`, the
    CLI
    version, and an `env` attribute so downstream collectors can distinguish
    dev/staging/prod traffic. Only telemetry produced inside the
    `codex_otel`
    crate—the events listed below—is forwarded to the exporter.
    
    ### Event catalog
    
    Every event shares a common set of metadata fields: `event.timestamp`,
    `conversation.id`, `app.version`, `auth_mode` (when available),
    `user.account_id` (when available), `terminal.type`, `model`, and
    `slug`.
    
    With OTEL enabled Codex emits the following event types (in addition to
    the
    metadata above):
    
    - `codex.api_request`
      - `cf_ray` (optional)
      - `attempt`
      - `duration_ms`
      - `http.response.status_code` (optional)
      - `error.message` (failures)
    - `codex.sse_event`
      - `event.kind`
      - `duration_ms`
      - `error.message` (failures)
      - `input_token_count` (completion only)
      - `output_token_count` (completion only)
      - `cached_token_count` (completion only, optional)
      - `reasoning_token_count` (completion only, optional)
      - `tool_token_count` (completion only)
    - `codex.user_prompt`
      - `prompt_length`
      - `prompt` (redacted unless `log_user_prompt = true`)
    - `codex.tool_decision`
      - `tool_name`
      - `call_id`
    - `decision` (`approved`, `approved_for_session`, `denied`, or `abort`)
      - `source` (`config` or `user`)
    - `codex.tool_result`
      - `tool_name`
      - `call_id`
      - `arguments`
      - `duration_ms` (execution time for the tool)
      - `success` (`"true"` or `"false"`)
      - `output`
    
    ### Choosing an exporter
    
    Set `otel.exporter` to control where events go:
    
    - `none` – leaves instrumentation active but skips exporting. This is
    the
      default.
    - `otlp-http` – posts OTLP log records to an OTLP/HTTP collector.
    Specify the
      endpoint, protocol, and headers your collector expects:
    
      ```toml
      [otel]
      exporter = { otlp-http = {
        endpoint = "https://otel.example.com/v1/logs",
        protocol = "binary",
        headers = { "x-otlp-api-key" = "${OTLP_TOKEN}" }
      }}
      ```
    
    - `otlp-grpc` – streams OTLP log records over gRPC. Provide the endpoint
    and any
      metadata headers:
    
      ```toml
      [otel]
      exporter = { otlp-grpc = {
        endpoint = "https://otel.example.com:4317",
        headers = { "x-otlp-meta" = "abc123" }
      }}
      ```
    
    If the exporter is `none` nothing is written anywhere; otherwise you
    must run or point to your
    own collector. All exporters run on a background batch worker that is
    flushed on
    shutdown.
    
    If you build Codex from source the OTEL crate is still behind an `otel`
    feature
    flag; the official prebuilt binaries ship with the feature enabled. When
    the
    feature is disabled the telemetry hooks become no-ops so the CLI
    continues to
    function without the extra dependencies.
    
    ---------
    
    Co-authored-by: Anton Panasenko <apanasenko@openai.com>