fix(code): log underlying Auto classifier failures - #5011
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Mason Daugherty (mdrxy) merged 1 commit intoJul 24, 2026
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When the authorization classifier is unavailable, include a redacted exception detail and traceback in application logs while keeping the agent/UI reason type-only.
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> [!CAUTION] > Merging this PR will automatically publish to **PyPI** and create a **GitHub release**. For the full release process, see [`.github/RELEASING.md`](https://github.com/langchain-ai/deepagents/blob/main/.github/RELEASING.md). --- _Release notes preview: keep this section in sync with the package `CHANGELOG.md`. The published GitHub release body is extracted from the merged `CHANGELOG.md` by `release.yml`, not from this PR description._ --- ## [0.1.46](deepagents-code==0.1.45...deepagents-code==0.1.46) (2026-07-24) ### Highlights - Auto mode is now generally available. [#4957](#4957) - Added configurable Auto goal-criteria acceptance. [#4940](#4940) - Improved Auto behavior by authorizing actions from active goal/rubric directives, avoiding redundant approval prompts, showing the enable notice only on first global enable, deduplicating classifier-unavailable transcript spam, logging underlying classifier failures, and reporting classifier timeout budgets. [#5017](#5017) [#4993](#4993) [#5012](#5012) [#5013](#5013) [#5011](#5011) [#5025](#5025) - Added Hooks v2 capability snapshots and session transcripts, and hardened Hooks v2 command execution. [#4916](#4916) [#4918](#4918) [#4917](#4917) - Raised the agent recursion limit to 2000 and made it configurable. [#4994](#4994) ### Improvements and fixes - Let the rubric grader inspect working-directory files, show rubric grader defaults, and improved `/rubric` help and empty-state messaging. [#4835](#4835) [#4966](#4966) [#5015](#5015) - Unified goal activation signaling. [#4980](#4980) - Made Version, Model, and CWD copyable in the Debug Console. [#4975](#4975) - Improved `config get` output when a key is missing. [#4976](#4976) - Aborted YOLO launch on `Ctrl+C`/`Ctrl+D` and made the YOLO warning friendlier for new users. [#4953](#4953) [#4950](#4950) - Updated LangSmith handling: secret redaction is disabled by default, `/trace` now flags empty env overrides that shadow the LangSmith key, and the default US endpoint is no longer treated as a custom target. [#4970](#4970) [#4996](#4996) [#5022](#5022) - Injected OpenAI `prompt_cache_key` for any OpenAI-provider endpoint. [#4995](#4995) - Improved tool and schema presentation: finished calls stay on the live tool-group line, first-party tool schemas now include field descriptions, and `web_search`/`fetch_url` tool descriptions were trimmed. [#4927](#4927) [#5019](#5019) [#5016](#5016) - Omitted `plugins/` and `conversation_history/` from the `/agent` picker. [#4991](#4991) - Made selector modal backdrop dimming consistent. [#4990](#4990) - Restored the `"Server log preserved at:"` notice on exit. [#4999](#4999) - Used the SDK pin as the effective editable version. [#4949](#4949) _End release notes preview._ --- > [!NOTE] > A **New Contributors** section is appended to the GitHub release notes automatically at publish time (see [Release Pipeline](https://github.com/langchain-ai/deepagents/blob/main/.github/RELEASING.md#release-pipeline), step 2). --------- Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> Co-authored-by: langchain-oss-automated-triage[bot] <248757908+langchain-oss-automated-triage[bot]@users.noreply.github.com>
Marcelo5444
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When Auto mode's authorization classifier can't run, application logs now include the redacted exception detail and traceback so you can see why the classifier was unavailable. Previously the unavailable path only logged that a classifier failure occurred. The agent/UI reason stays type-only. --- The unavailable logger path now includes a sanitized `Type: message` detail and attaches the exception via `exc_info=True`. Secrets still go through `sanitize_auto_reason` before logging.
Marcelo5444
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Jul 30, 2026
> [!CAUTION] > Merging this PR will automatically publish to **PyPI** and create a **GitHub release**. For the full release process, see [`.github/RELEASING.md`](https://github.com/langchain-ai/deepagents/blob/main/.github/RELEASING.md). --- _Release notes preview: keep this section in sync with the package `CHANGELOG.md`. The published GitHub release body is extracted from the merged `CHANGELOG.md` by `release.yml`, not from this PR description._ --- ## [0.1.46](langchain-ai/deepagents@deepagents-code==0.1.45...deepagents-code==0.1.46) (2026-07-24) ### Highlights - Auto mode is now generally available. [langchain-ai#4957](langchain-ai#4957) - Added configurable Auto goal-criteria acceptance. [langchain-ai#4940](langchain-ai#4940) - Improved Auto behavior by authorizing actions from active goal/rubric directives, avoiding redundant approval prompts, showing the enable notice only on first global enable, deduplicating classifier-unavailable transcript spam, logging underlying classifier failures, and reporting classifier timeout budgets. [langchain-ai#5017](langchain-ai#5017) [langchain-ai#4993](langchain-ai#4993) [langchain-ai#5012](langchain-ai#5012) [langchain-ai#5013](langchain-ai#5013) [langchain-ai#5011](langchain-ai#5011) [langchain-ai#5025](langchain-ai#5025) - Added Hooks v2 capability snapshots and session transcripts, and hardened Hooks v2 command execution. [langchain-ai#4916](langchain-ai#4916) [langchain-ai#4918](langchain-ai#4918) [langchain-ai#4917](langchain-ai#4917) - Raised the agent recursion limit to 2000 and made it configurable. [langchain-ai#4994](langchain-ai#4994) ### Improvements and fixes - Let the rubric grader inspect working-directory files, show rubric grader defaults, and improved `/rubric` help and empty-state messaging. [langchain-ai#4835](langchain-ai#4835) [langchain-ai#4966](langchain-ai#4966) [langchain-ai#5015](langchain-ai#5015) - Unified goal activation signaling. [langchain-ai#4980](langchain-ai#4980) - Made Version, Model, and CWD copyable in the Debug Console. [langchain-ai#4975](langchain-ai#4975) - Improved `config get` output when a key is missing. [langchain-ai#4976](langchain-ai#4976) - Aborted YOLO launch on `Ctrl+C`/`Ctrl+D` and made the YOLO warning friendlier for new users. [langchain-ai#4953](langchain-ai#4953) [langchain-ai#4950](langchain-ai#4950) - Updated LangSmith handling: secret redaction is disabled by default, `/trace` now flags empty env overrides that shadow the LangSmith key, and the default US endpoint is no longer treated as a custom target. [langchain-ai#4970](langchain-ai#4970) [langchain-ai#4996](langchain-ai#4996) [langchain-ai#5022](langchain-ai#5022) - Injected OpenAI `prompt_cache_key` for any OpenAI-provider endpoint. [langchain-ai#4995](langchain-ai#4995) - Improved tool and schema presentation: finished calls stay on the live tool-group line, first-party tool schemas now include field descriptions, and `web_search`/`fetch_url` tool descriptions were trimmed. [langchain-ai#4927](langchain-ai#4927) [langchain-ai#5019](langchain-ai#5019) [langchain-ai#5016](langchain-ai#5016) - Omitted `plugins/` and `conversation_history/` from the `/agent` picker. [langchain-ai#4991](langchain-ai#4991) - Made selector modal backdrop dimming consistent. [langchain-ai#4990](langchain-ai#4990) - Restored the `"Server log preserved at:"` notice on exit. [langchain-ai#4999](langchain-ai#4999) - Used the SDK pin as the effective editable version. [langchain-ai#4949](langchain-ai#4949) _End release notes preview._ --- > [!NOTE] > A **New Contributors** section is appended to the GitHub release notes automatically at publish time (see [Release Pipeline](https://github.com/langchain-ai/deepagents/blob/main/.github/RELEASING.md#release-pipeline), step 2). --------- Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> Co-authored-by: langchain-oss-automated-triage[bot] <248757908+langchain-oss-automated-triage[bot]@users.noreply.github.com>
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When Auto mode's authorization classifier can't run, application logs now include the redacted exception detail and traceback so you can see why the classifier was unavailable.
Previously the unavailable path only logged that a classifier failure occurred. The agent/UI reason stays type-only.
The unavailable logger path now includes a sanitized
Type: messagedetail and attaches the exception viaexc_info=True. Secrets still go throughsanitize_auto_reasonbefore logging.