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feat(workflows): trigger AW Dependabot PR reviewer after PR Validation#580

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feat/aw-improvements
Apr 28, 2026
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feat(workflows): trigger AW Dependabot PR reviewer after PR Validation#580
katriendg merged 1 commit into
mainfrom
feat/aw-improvements

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Description

Rewired the AW Dependabot PR Review workflow to fire after the PR Validation orchestrator finishes instead of racing it on pull_request events, replaced the agent persona's unreachable in-sandbox validation commands with a deterministic Validation Signal rubric, and pruned 11 dead bash allow-list entries from the AWF firewall sandbox.

Motivation. PR #577 exposed a structural problem: the agent persona instructed execution of uv, pytest, npm ci, terraform, and go inside the AWF firewall sandbox, but those binaries live on the host runner and are never mounted into the container. The agent reported ⚠️ Validation skipped: Python/uv toolchain unavailable — misleading output that obscured actual advisory value. Concurrently, the pull_request trigger meant the agent could commit to a verdict before slow CI surfaces (training pytest, terraform tests) finalized, producing approvals that disagreed with later-red merge gates.

Additional note:

This change is an experimental phase to learn optimal solutions with the current AWF capabilities. The long-term solution may involve re-enabling in-agent validation if AWF supports additional host mounts, or it may involve a more complex multi-agent choreography with a dedicated validation agent. This is the reason for why we related the Issue ID to #579 instead of closing it as a direct fix.

Type of Change

  • 🐛 Bug fix (non-breaking change fixing an issue)
  • ✨ New feature (non-breaking change adding functionality)
  • 💥 Breaking change (fix or feature causing existing functionality to change)
  • 📚 Documentation update
  • 🏗️ Infrastructure change (Terraform/IaC)
  • ♻️ Refactoring (no functional changes)

Component(s) Affected

  • infrastructure/terraform/prerequisites/ - Azure subscription setup
  • infrastructure/terraform/ - Terraform infrastructure
  • infrastructure/setup/ - OSMO control plane / Helm
  • workflows/ - Training and evaluation workflows
  • training/ - Training pipelines and scripts
  • docs/ - Documentation

Testing Performed

  • Terraform plan reviewed (no unexpected changes)
  • Terraform apply tested in dev environment
  • Training scripts tested locally with Isaac Sim
  • OSMO workflow submitted successfully
  • Smoke tests passed (smoke_test_azure.py)

Documentation Impact

  • No documentation changes needed
  • Documentation updated in this PR
  • Documentation issue filed

Bug Fix Checklist

Complete this section for bug fix PRs. Skip for other contribution types.

  • Linked to issue being fixed
  • Regression test included, OR
  • Justification for no regression test:

Checklist


Changes

Trigger migration: pull_requestworkflow_run

The workflow previously fired on pull_request events with path filters for dependency manifests. This meant the agent ran in parallel with CI and could finalize its verdict before slow check suites completed — producing approvals that later contradicted red merge gates.

  • Switched the trigger to workflow_run after the PR Validation orchestrator completes, so the agent has final per-job pass/fail conclusions before reasoning about the PR.
  • Added a resolve-pr step using actions/github-script@v9 that extracts the Dependabot PR context from the workflow_run payload. The step implements two-tier PR resolution (direct from workflow_run.pull_requests → search API fallback for forks) and exports PR_VALIDATION_CONCLUSION, PR_NUMBER, PR_HEAD_SHA, and other context as environment variables.
  • Removed bots:, reaction:, and status-comment: frontmatter keys (not applicable under workflow_run context).
  • Simplified concurrency from per-PR grouping to per-workflow singleton — consistent with workflow_run semantics where pull_request.number is not in the event payload.
  • Updated activation and pre-activation if: conditions to validate workflow_run.event == 'pull_request' with fork guards via repository.id and !(repository.fork).
  • Added # zizmor: ignore[dangerous-triggers] annotations at the trigger and activation condition with justification that the trigger is secured with role and fork validation.

Persona rewrite: Validation Execution → Validation Signal

The old "Validation Execution" section instructed the agent to run uv sync, pytest, ruff check, npm ci, terraform validate, and go vet inside the AWF firewall sandbox. Those binaries are installed on the host runner but never mounted into the sandbox container — every invocation failed, producing the misleading ⚠️ Validation skipped banner observed in PR #577.

  • Replaced the entire section with Validation Signal anchored on three sources: deterministic CI check-run conclusions, static manifest reasoning, and advisory enrichment.
  • Added a Surface to Check Run Map table mapping 10 surfaces (dataviewer-frontend, python-runtime variants, terraform, gomod, docker, github-actions) to their authoritative CI check run names.
  • Added Static Impact Reasoning with five manifest-level checks the sandbox can do safely: Isaac Sim ABI guard (numpy>=1.26.0,<2.0.0), torch/tensordict/onnxruntime-gpu flagging, dataviewer peer-dep conflict detection via npm view, terraform provider changelog scraping via web-fetch, and go module direct major quoting.
  • Rewrote Verdict Adjustment to key off PR_VALIDATION_CONCLUSION — green CI with clean static reasoning may upgrade to APPROVE; red CI forces COMMENT with failing check-run names and URLs. The Isaac Sim ABI guard is "sticky": a numpy 2.x bump keeps the verdict at COMMENT regardless of CI.
  • Added a ## Trigger Posture section to the workflow prompt documenting the workflow_run model, exported env vars, and sandbox constraints.
  • Expanded Step-by-Step from 4 to 6 steps — added context resolution and CI signal reading as steps 1–2. Explicit instruction to never skip enrichment on red CI so maintainers can triage grouped PRs.

Bash allow-list cleanup

  • Removed 11 dead entries from the tools.bash: allow-list that invoked uv, pytest, npm ci, terraform, and go — all unreachable inside the AWF firewall container.
  • Added 2 targeted entries: cat training/rl/requirements.txt and cat training/rl/scripts/train.sh to support the Isaac Sim ABI guard static check.

Permissions and lifecycle cleanup

  • Dropped discussions: write, issues: write, and pull-requests: write from the activation job (no longer needed without the reaction/comment steps).
  • Added actions: read to both activation and copilot jobs (required for check-run queries).
  • Removed the eyes-reaction, body-computation, workflow-run-comment, and conclusion-notification steps — the workflow_run trigger has no direct PR event to react to.

Related Issues

Related to #579

Notes

  • The lock file (.github/workflows/aw-dependabot-pr-review.lock.yml) was recompiled via gh aw compile, which changes metadata hashes and heredoc delimiters throughout — these are mechanical changes, not hand-edits.
  • The review will now appear 5–15 minutes later than the old pull_request trigger (after CI completes), but the trade-off is accurate CI signal in every review.
  • The agent retains its advisory-only posture (APPROVE or COMMENT, never REQUEST_CHANGES) and its safe-output caps (5 inline comments, 1 review, 2 add-comments).

Follow-up Tasks

  • Observe the workflow for one full Dependabot cycle to confirm the resolve-pr step correctly resolves PRs from the workflow_run payload.
  • Consider adding the docker ecosystem to .github/dependabot.yml — the persona's docker surface row currently never fires because no Dockerfile entries are configured.
  • Investigate whether future AWF releases support mounting additional host directories into the sandbox, which would re-enable in-agent validation as a complementary signal.

- switch trigger to workflow_run with PR resolver and CI conclusion env vars
- replace persona Validation Execution with sandbox-safe Validation Signal rubric
- prune dead bash allow-list entries unreachable inside the AWF firewall

🤖 - Generated by Copilot
@katriendg katriendg requested a review from a team as a code owner April 28, 2026 06:25
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Dependency Review

✅ No vulnerabilities or license issues or OpenSSF Scorecard issues found.

Snapshot Warnings

⚠️: No snapshots were found for the head SHA 0343af0.
Ensure that dependencies are being submitted on PR branches and consider enabling retry-on-snapshot-warnings. See the documentation for more information and troubleshooting advice.

Scanned Files

None

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Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 66.56%. Comparing base (d77c167) to head (0343af0).

Additional details and impacted files
@@            Coverage Diff             @@
##             main     #580      +/-   ##
==========================================
+ Coverage   63.91%   66.56%   +2.65%     
==========================================
  Files         250      262      +12     
  Lines       15409    16639    +1230     
  Branches     2163     2301     +138     
==========================================
+ Hits         9848    11076    +1228     
  Misses       5274     5274              
- Partials      287      289       +2     
Flag Coverage Δ *Carryforward flag
pester 83.13% <ø> (ø) Carriedforward from d77c167
pytest-data-pipeline 100.00% <ø> (ø) Carriedforward from d77c167
pytest-dataviewer 65.12% <ø> (ø) Carriedforward from d77c167
pytest-dm-tools 100.00% <ø> (ø) Carriedforward from d77c167
pytest-evaluation 99.83% <ø> (?)
pytest-fuzz 4.97% <ø> (ø) Carriedforward from d77c167
pytest-inference 0.00% <ø> (ø) Carriedforward from d77c167
pytest-training 82.14% <ø> (ø) Carriedforward from d77c167
vitest 51.08% <ø> (ø) Carriedforward from d77c167

*This pull request uses carry forward flags. Click here to find out more.
see 12 files with indirect coverage changes

🚀 New features to boost your workflow:
  • 📦 JS Bundle Analysis: Save yourself from yourself by tracking and limiting bundle sizes in JS merges.

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Fantastic, you are the best 🙏

@katriendg
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Fantastic, you are the best 🙏

Thanks for your review @bindsi. The current approach is really an experimentation as we learn more about AW features, and its evolution. Could also completely fail on me once I merge this one 😆 But giving it a try!

@katriendg katriendg merged commit 7ab3d16 into main Apr 28, 2026
41 checks passed
@katriendg katriendg deleted the feat/aw-improvements branch April 28, 2026 07:49
katriendg added a commit that referenced this pull request Apr 28, 2026
…rkflow_run trigger (#584)

## Description

The **AW Dependabot PR Review** workflow stopped firing for every
Dependabot PR after PR #580 introduced the `pull_request` →
`workflow_run` trigger migration. The `branches:` filter was set to
`main`, but for `workflow_run` events GitHub matches that filter against
the *triggering run's `head_branch`*, not its base. *PR Validation*
always runs on the PR's head branch (for example
`dependabot/docker/data-management/viewer/frontend/node-e49fd70`), so
`main` never matched and the reviewer never triggered.

This PR scopes the trigger to all Dependabot head branches by replacing
the filter with a `dependabot/**` glob. The existing `resolve-pr` step
still gates downstream on `pr.user.login === 'dependabot[bot]'`, so the
broader trigger surface stays gated.

Fixes #583

## Type of Change

- [x] 🐛 Bug fix (non-breaking change fixing an issue)
- [ ] ✨ New feature (non-breaking change adding functionality)
- [ ] 💥 Breaking change (fix or feature causing existing functionality
to change)
- [ ] 📚 Documentation update
- [ ] 🏗️ Infrastructure change (Terraform/IaC)
- [ ] ♻️ Refactoring (no functional changes)

## Component(s) Affected

- [ ] `infrastructure/terraform/prerequisites/` - Azure subscription
setup
- [ ] `infrastructure/terraform/` - Terraform infrastructure
- [ ] `infrastructure/setup/` - OSMO control plane / Helm
- [ ] `workflows/` - Training and evaluation workflows
- [ ] `training/` - Training pipelines and scripts
- [ ] `docs/` - Documentation

## Changes

- Replaced **`branches: [main]`** with **`branches: ["dependabot/**"]`**
on the `workflow_run` trigger in
*.github/workflows/aw-dependabot-pr-review.md*.
- Recompiled *.github/workflows/aw-dependabot-pr-review.lock.yml* via
`gh aw compile` (frontmatter hash and prompt heredoc markers updated; no
semantic changes outside the trigger filter).

## Testing Performed

- [ ] Terraform `plan` reviewed (no unexpected changes)
- [ ] Terraform `apply` tested in dev environment
- [ ] Training scripts tested locally with Isaac Sim
- [ ] OSMO workflow submitted successfully
- [ ] Smoke tests passed (`smoke_test_azure.py`)

Validated locally:

- `gh aw compile aw-dependabot-pr-review` → 0 errors, 0 warnings.
- `npm run lint:yaml` → actionlint found 0 issues.

End-to-end verification requires merging and observing the next
Dependabot PR's *PR Validation* completion trigger an
`aw-dependabot-pr-review` `workflow_run` event.

## Documentation Impact

- [x] No documentation changes needed
- [ ] Documentation updated in this PR
- [ ] Documentation issue filed

## Bug Fix Checklist

- [x] Linked to issue being fixed
- [ ] Regression test included, OR
- [x] Justification for no regression test: trigger semantics live in
workflow YAML and are not exercisable from repo-local test harnesses;
verification is observational against the next Dependabot PR.

## Checklist

- [x] My code follows the [project conventions](copilot-instructions.md)
- [x] Commit messages follow [conventional commit
format](instructions/commit-message.instructions.md)
- [x] I have performed a self-review
- [x] Documentation impact assessed above
- [x] No new linting warnings introduced

## Follow-up Tasks

- After merge, push an empty commit (or rebase) on existing open
Dependabot PRs such as #560 to re-run *PR Validation* and trigger the
reviewer for backlog coverage.
WilliamBerryiii pushed a commit that referenced this pull request May 8, 2026
🤖 I have created a release *beep* *boop*
---


##
[0.8.0](v0.7.4...v0.8.0)
(2026-05-08)


### ⚠ BREAKING CHANGES

* **dataviewer:** bump frontend stack to React 19, Vite 8, Tailwind v4,
MSAL 5, ESLint 10
([#524](#524))

### ✨ Features

* **agents:** add automated validation for high-risk Dependabot bumps
([#574](#574))
([8c3686a](8c3686a)),
closes
[#573](#573)
* **data:** add camera selector to annotation workspace and fix AV1
frame extraction
([#591](#591))
([c809d2f](c809d2f))
* **data:** seed dataviewer frontend test foundation and per-section
codecov flags
([#594](#594))
([c06c4e3](c06c4e3))
* **dataviewer:** add OWASP security middleware stack
([#439](#439))
([239edb9](239edb9))
* **infrastructure:** add conversion pipeline Terraform module
([#542](#542))
([244531e](244531e))
* **infrastructure:** upgrade OSMO to chart 1.2.1 / image 6.2 with
secure auth and skrl 2.0.0 compatibility
([#492](#492))
([edfd7a5](edfd7a5))
* **pipeline:** add ACSA setup for ROS2 bag sync to Blob
([#451](#451))
([c271a54](c271a54))
* **workflows:** add advisory Dependabot PR reviewer agentic workflow
([#498](#498))
([d4bb140](d4bb140))
* **workflows:** trigger AW Dependabot PR reviewer after PR Validation
([#580](#580))
([7ab3d16](7ab3d16))


### 🐛 Bug Fixes

* **ci:** correct stale version comment for
actions/create-github-app-token
([#506](#506))
([b2e9a54](b2e9a54))
* **ci:** restore data-pipeline and training broken tests by domain
folder restructure
([#547](#547))
([06d8472](06d8472))
* **docs:** update remaining stale 'Coming soon' labels in
docs/README.md
([#507](#507))
([02439d6](02439d6))
* **docs:** update stale coming soon label for Training section
([#472](#472))
([46db49b](46db49b))
* **evaluation:** scope SIL AzureML validation code path and script
reference
([#387](#387))
([9f138a9](9f138a9))
* **infrastructure:** OSMO workflow execution, PostgreSQL public access,
and quickstart corrections
([#477](#477))
([9ed2da6](9ed2da6))
* **scripts:** exclude CHANGELOG.md from changed-files msdate check
([#644](#644))
([8133bdc](8133bdc))
* **workflows:** allow dependabot[bot] to activate AW Dependabot PR
Review
([#586](#586))
([39dc022](39dc022))
* **workflows:** correct branches filter on AW Dependabot PR Review
workflow_run trigger
([#584](#584))
([fe06b52](fe06b52))
* **workflows:** normalize validate.yaml placeholder env/compute values
([#510](#510))
([340ff44](340ff44))
* **workflows:** recompile aw-dependabot-pr-review lock file
([#576](#576))
([d77c167](d77c167))
* **workflows:** switch AW Dependabot PR Review to pull_request_target
([#589](#589))
([3f1edd1](3f1edd1))


### 📚 Documentation

* **docs:** Fix deployment guide links
([#614](#614))
([0070b04](0070b04))
* document dependency-pinning-artifacts directory purpose
([#508](#508))
([50e0010](50e0010))


### 📦 Build System

* **training:** standardize on Python 3.12 across manifests, containers,
and runtime scripts
([#541](#541))
([7ad014a](7ad014a))


### 🔧 Operations

* **build:** add Copilot cloud agent setup-steps workflow
([#593](#593))
([c912668](c912668))


### 🔧 Miscellaneous

* **build:** exclude auto-generated CHANGELOG.md from cspell and seed
dictionary
([#582](#582))
([de1dd57](de1dd57))
* **build:** redesign codecov flags and split pytest CI per component
([#520](#520))
([357e745](357e745))
* **dataviewer:** bump frontend stack to React 19, Vite 8, Tailwind v4,
MSAL 5, ESLint 10
([#524](#524))
([50f8ad4](50f8ad4))
* **dataviewer:** repoint stale src/dataviewer references to
data-management/viewer
([#504](#504))
([88fa1b4](88fa1b4)),
closes
[#503](#503)
* **deps-dev:** bump basic-ftp from 5.3.0 to 5.3.1
([#618](#618))
([ca10f2a](ca10f2a))
* **deps-dev:** bump globals from 15.15.0 to 17.5.0 in
/data-management/viewer/frontend
([#527](#527))
([0e0b2ae](0e0b2ae))
* **deps-dev:** bump ip-address from 10.1.0 to 10.2.0
([#616](#616))
([816c9cf](816c9cf))
* **deps-dev:** bump lint-staged from 16.4.0 to 17.0.2 in the
root-npm-dependencies group across 1 directory
([#626](#626))
([0e2f293](0e2f293))
* **deps-dev:** bump pydantic from 2.13.3 to 2.13.4 in the
python-dependencies group across 1 directory
([#629](#629))
([c24f1c1](c24f1c1))
* **deps-dev:** bump the python-dependencies group across 1 directory
with 2 updates
([#514](#514))
([8410f4b](8410f4b))
* **deps:** bump azure-core from 1.39.0 to 1.40.0 in /evaluation in the
inference-dependencies group across 1 directory
([#597](#597))
([6141db4](6141db4))
* **deps:** bump cryptography from 46.0.6 to 46.0.7 in
/data-management/viewer
([#424](#424))
([5fb6d58](5fb6d58))
* **deps:** bump cryptography from 46.0.6 to 46.0.7 in
/data-management/viewer/backend
([#423](#423))
([b516ad5](b516ad5))
* **deps:** bump lucide-react from 0.469.0 to 1.8.0 in
/data-management/viewer/frontend
([#528](#528))
([1bdfc1e](1bdfc1e))
* **deps:** bump nginx from `8aa63af` to `5616878` in
/data-management/viewer/frontend
([#511](#511))
([9e7e20e](9e7e20e))
* **deps:** bump nginx from 1.27-alpine to 1.29-alpine in
/data-management/viewer/frontend
([#484](#484))
([0e5c3dd](0e5c3dd))
* **deps:** bump node from `435f353` to `e49fd70` in
/data-management/viewer/frontend
([#560](#560))
([2884649](2884649))
* **deps:** bump react-is from 18.3.1 to 19.2.5 in
/data-management/viewer/frontend
([#530](#530))
([d51318c](d51318c))
* **deps:** bump tensordict from 0.11.0 to 0.12.1 in /evaluation in the
inference-dependencies group across 1 directory
([#456](#456))
([b24e733](b24e733))
* **deps:** bump the dataviewer-backend-dependencies group across 1
directory with 2 updates
([#531](#531))
([171a1da](171a1da))
* **deps:** bump the dataviewer-backend-dependencies group across 1
directory with 5 updates
([#516](#516))
([4f9a577](4f9a577))
* **deps:** bump the dataviewer-backend-dependencies group across 1
directory with 5 updates
([#602](#602))
([6c27ab5](6c27ab5))
* **deps:** bump the dataviewer-dependencies group across 1 directory
with 2 updates
([#529](#529))
([8646971](8646971))
* **deps:** bump the dataviewer-dependencies group across 1 directory
with 3 updates
([#601](#601))
([d28fb50](d28fb50))
* **deps:** bump the dataviewer-dependencies group across 1 directory
with 3 updates
([#632](#632))
([4ca5f3e](4ca5f3e))
* **deps:** bump the dataviewer-dependencies group across 1 directory
with 5 updates
([#515](#515))
([109ee81](109ee81))
* **deps:** bump the dataviewer-frontend-patch-minor group across 1
directory with 6 updates
([#630](#630))
([04d5dfd](04d5dfd))
* **deps:** bump the dataviewer-frontend-patch-minor group across 1
directory with 9 updates
([#563](#563))
([c08f450](c08f450))
* **deps:** bump the docusaurus-dependencies group across 1 directory
with 4 updates
([#627](#627))
([f5825fc](f5825fc))
* **deps:** bump the docusaurus-dependencies group across 1 directory
with 6 updates
([#599](#599))
([b859344](b859344))
* **deps:** bump the github-actions group across 1 directory with 4
updates
([#459](#459))
([2609c52](2609c52))
* **deps:** bump the github-actions group across 1 directory with 4
updates
([#517](#517))
([f54bf5d](f54bf5d))
* **deps:** bump the inference-dependencies group across 1 directory
with 11 updates
([#562](#562))
([087f53a](087f53a))
* **deps:** bump the inference-dependencies group across 1 directory
with 2 updates
([#628](#628))
([4a3be47](4a3be47))
* **deps:** bump the pip group across 2 directories with 1 update
([#494](#494))
([a14b6b0](a14b6b0))
* **docs:** update stale Python 3.11 references to 3.12
([#575](#575))
([6f85c95](6f85c95))
* **scripts:** remove redundant SC1091 disables in OSMO deploy scripts
([#509](#509))
([ae1cb82](ae1cb82))


### 🔒 Security

* **build:** pin dependencies and hash-verify downloads
([#465](#465))
([0289f49](0289f49))
* **build:** remediate dependency security advisories
([#479](#479))
([7196d6d](7196d6d))
* **deps-dev:** bump basic-ftp from 5.2.1 to 5.2.2
([#454](#454))
([cb158f1](cb158f1))
* **deps-dev:** bump basic-ftp from 5.2.2 to 5.3.0
([#495](#495))
([e983b8b](e983b8b))
* **deps-dev:** bump hypothesis from 6.152.3 to 6.152.4 in the
python-dependencies group
([#598](#598))
([83384d2](83384d2))
* **deps-dev:** bump markdownlint-cli2 from 0.22.0 to 0.22.1 in the
root-npm-dependencies group
([#559](#559))
([32bde35](32bde35))
* **deps-dev:** bump picomatch from 2.3.1 to 2.3.2 in /docs/docusaurus
([#455](#455))
([66f86ca](66f86ca))
* **deps-dev:** bump postcss from 8.5.10 to 8.5.12 in
/data-management/viewer/frontend
([#569](#569))
([a652dba](a652dba))
* **deps-dev:** bump the python-dependencies group with 2 updates
([#457](#457))
([749d231](749d231))
* **deps-dev:** bump the python-dependencies group with 2 updates
([#485](#485))
([71b44fd](71b44fd))
* **deps-dev:** bump the python-dependencies group with 3 updates
([#564](#564))
([9fc52fd](9fc52fd))
* **deps-dev:** bump typescript from 6.0.2 to 6.0.3 in /docs/docusaurus
in the docusaurus-dependencies group
([#513](#513))
([5694dbc](5694dbc))
* **deps:** bump azureml/openmpi4.1.0-ubuntu22.04 from 20260303.v5 to
20260409.v4 in /evaluation/sil/docker
([#480](#480))
([25d4df8](25d4df8))
* **deps:** bump cryptography from 46.0.6 to 46.0.7 in /evaluation in
the uv group across 1 directory
([#538](#538))
([92c5b2e](92c5b2e))
* **deps:** bump diffusers from 0.35.2 to 0.38.0 in /training/il/lerobot
([#638](#638))
([6261d19](6261d19))
* **deps:** bump follow-redirects from 1.15.11 to 1.16.0 in
/docs/docusaurus
([#469](#469))
([0458908](0458908))
* **deps:** bump gitpython and mako for lerobot IL training
([#623](#623))
([9f8022b](9f8022b))
* **deps:** bump node from 24.14.1-slim to 25.9.0-slim in
/data-management/viewer/frontend
([#482](#482))
([1532d09](1532d09))
* **deps:** bump packaging from 26.0 to 26.1 in /evaluation in the
inference-dependencies group
([#483](#483))
([f4afb6c](f4afb6c))
* **deps:** bump pillow from 12.1.1 to 12.2.0
([#467](#467))
([39fb663](39fb663))
* **deps:** bump python from 3.11-slim to 3.14-slim in
/data-management/viewer/backend
([#481](#481))
([7af9dfc](7af9dfc))
* **deps:** bump the dataviewer-backend-dependencies group across 1
directory with 15 updates
([#428](#428))
([e4446a2](e4446a2))
* **deps:** bump the dataviewer-backend-dependencies group in
/data-management/viewer/backend with 4 updates
([#487](#487))
([0f57c5b](0f57c5b))
* **deps:** bump the dataviewer-backend-dependencies group in
/data-management/viewer/backend with 8 updates
([#566](#566))
([d6e7869](d6e7869))
* **deps:** bump the dataviewer-dependencies group across 1 directory
with 5 updates
([#464](#464))
([24c208d](24c208d))
* **deps:** bump the dataviewer-dependencies group in
/data-management/viewer with 2 updates
([#486](#486))
([90149f3](90149f3))
* **deps:** bump the dataviewer-dependencies group in
/data-management/viewer with 6 updates
([#565](#565))
([f0bb36b](f0bb36b))
* **deps:** bump the dataviewer-frontend-patch-minor group across 1
directory with 10 updates
([#613](#613))
([e481f83](e481f83))
* **deps:** bump the github-actions group across 1 directory with 4
updates
([#534](#534))
([5478ab6](5478ab6))
* **deps:** bump the github-actions group with 2 updates
([#488](#488))
([4e6ce98](4e6ce98))
* **deps:** bump the github-actions group with 3 updates
([#567](#567))
([48c38dc](48c38dc))
* **deps:** bump the github-actions group with 3 updates
([#634](#634))
([00cfb49](00cfb49))
* **deps:** bump the github-actions group with 6 updates
([#603](#603))
([73eb79a](73eb79a))
* **deps:** bump the training-dependencies group across 1 directory with
23 updates
([#463](#463))
([d5a8656](d5a8656))
* **deps:** bump yaml from 2.8.2 to 2.8.3 in
/data-management/viewer/frontend
([#453](#453))
([10449df](10449df))
* pytest harness, dependabot advisories, and OSSF Scorecard remediations
([#501](#501))
([e8756e8](e8756e8))
* **scripts:** pin and hash-verify all shell script downloads
([#468](#468))
([0c2bb9c](0c2bb9c))

---
This PR was generated with [Release
Please](https://github.com/googleapis/release-please). See
[documentation](https://github.com/googleapis/release-please#release-please).

---------

Co-authored-by: physical-ai-toolchain-release[bot] <267194360+physical-ai-toolchain-release[bot]@users.noreply.github.com>
Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
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