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@justin808 justin808 commented Nov 26, 2025

Summary

Closes #2081

This adds a new GitHub Actions workflow that runs RAILS_ENV=production bin/rake assets:precompile on the dummy app and checks the output for known failure patterns that have been encountered in the past.

Failure Patterns Detected

The workflow checks for:

  • Duplicate webpack compilations - indicates rake tasks running twice (like the issue fixed in PR Fix duplicate rake task execution by removing explicit task loading #2052)
  • Duplicate rake task execution - e.g., generate_packs running multiple times
  • Module not found / cannot resolve errors - missing dependencies
  • Webpack compilation errors - build failures
  • Ruby errors - NameError, LoadError, NoMethodError, SyntaxError
  • Asset pipeline errors - Sprockets file not found, undeclared assets
  • Memory issues - JavaScript heap out of memory, killed processes
  • High warning counts - triggers a warning annotation if >10 warnings found

Features

  • Uses the same change detection as other CI jobs (skips for docs-only changes)
  • Uploads precompile output as an artifact for debugging when failures occur
  • Provides clear error annotations in GitHub Actions UI
  • Runs on PRs and master pushes

Test plan

  • CI workflow passes on this PR
  • Verify the workflow runs and captures output correctly
  • Manually test by introducing a known failure (e.g., duplicate task execution) to verify detection works

🤖 Generated with Claude Code

Summary by CodeRabbit

  • Chores
    • Enhanced internal CI/CD automation for build validation and error detection during the deployment process.

✏️ Tip: You can customize this high-level summary in your review settings.

Closes #2081

This adds a new GitHub Actions workflow that runs `RAILS_ENV=production
bin/rake assets:precompile` on the dummy app and checks the output for
known failure patterns:

- Duplicate webpack compilations (tasks running twice)
- Duplicate rake task execution (e.g., generate_packs running multiple times)
- Module not found / cannot resolve errors
- Webpack compilation errors
- Ruby errors (NameError, LoadError, etc.)
- Asset pipeline errors
- Memory issues (heap out of memory)
- High warning counts (>10 warnings triggers a warning annotation)

The workflow runs on PRs and master pushes, uses the same change
detection as other CI jobs, and uploads the precompile output as an
artifact for debugging when failures occur.

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <[email protected]>
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  • .github/workflows/precompile-check.yml (1 hunks)

Walkthrough

A new GitHub Actions workflow validates asset precompilation in CI. The workflow detects changes to determine execution scope, runs assets:precompile on a dummy Rails app with react-on-rails published via yalc, scans the output for known failure patterns, and reports results via annotations and artifacts.

Changes

Cohort / File(s) Summary
GitHub Actions Precompile Check Workflow
.github/workflows/precompile-check.yml
Adds new workflow with two jobs: (1) detect-changes evaluates if precompile check should run based on PR labels, base ref, and file changes; outputs docs_only, run_dummy_tests, and has_full_ci_label. (2) precompile-check sets up Ruby/Node environment, installs dependencies, publishes react-on-rails via yalc, prepares dummy app, runs RAILS_ENV=production bin/rake assets:precompile, captures output, and scans for 8 known failure patterns (duplicate webpack compilations, repeated generate_packs, module resolution errors, webpack/build failures, Ruby/Rails errors, asset pipeline issues, memory issues). Reports failures via GitHub Actions annotations and uploads precompile log as artifact.

Sequence Diagram

sequenceDiagram
    actor Trigger as Workflow Trigger<br/>(push/dispatch)
    participant GHA as GitHub Actions
    participant DC as detect-changes Job
    participant PC as precompile-check Job
    participant Setup as Env Setup<br/>(Ruby/Node/pnpm)
    participant ROR as react-on-rails<br/>Publishing
    participant Rails as Rails App
    participant Scanner as Failure Scanner

    Trigger->>GHA: Workflow triggered
    GHA->>DC: Run change detection
    DC->>DC: Check full-CI label<br/>Evaluate base ref & PR changes
    DC-->>GHA: Output: docs_only,<br/>run_dummy_tests,<br/>has_full_ci_label
    
    alt Master docs-only push
        GHA->>GHA: Skip precompile-check
    else Proceed with checks
        GHA->>PC: Run precompile-check
        PC->>Setup: Setup Ruby/Node/pnpm
        Setup-->>PC: ✓ Environments ready
        PC->>ROR: Publish & link<br/>react-on-rails via yalc
        ROR-->>PC: ✓ Published
        PC->>Rails: Prepare dummy app
        Rails-->>PC: ✓ Dependencies installed
        PC->>Rails: Execute assets:precompile
        Rails-->>PC: Precompile output
        PC->>Scanner: Scan for failure patterns
        alt Pattern matched
            Scanner-->>GHA: ⚠️ Error annotation
            Scanner-->>GHA: ❌ Step fails
        else No patterns detected
            Scanner-->>GHA: ✓ Precompile valid
        end
        PC->>GHA: Upload precompile_output.txt
    end
Loading

Estimated code review effort

🎯 3 (Moderate) | ⏱️ ~30–40 minutes

  • Pattern matching accuracy: Verify that all 8 failure patterns correctly identify genuine precompile failures without false positives/negatives
  • Conditional logic: Validate that detect-changes outputs correctly gate execution and that master docs-only safety is properly implemented
  • Integration points: Confirm that yalc publishing, react-on-rails linking, and dummy app setup work as intended across different runner environments
  • Output parsing: Review regex/string matching logic for scanning precompile stdout and handling edge cases in output formatting

Possibly related PRs

Suggested labels

review-needed, full-ci

Suggested reviewers

  • Judahmeek

Poem

🐰 A workflow hops through the assets with care,
Detecting precompile troubles hiding there!
With patterns and scans, it guards the build,
So Rails apps compile as they should be willed. ✨

Pre-merge checks and finishing touches

✅ Passed checks (5 passed)
Check name Status Explanation
Description Check ✅ Passed Check skipped - CodeRabbit’s high-level summary is enabled.
Title check ✅ Passed The title accurately and concisely describes the main change: adding a CI workflow to check assets:precompile output for failures, which aligns with the file changes and PR objectives.
Linked Issues check ✅ Passed The PR fully implements the objective from issue #2081 by creating a CI job that runs RAILS_ENV=production bin/rake assets:precompile, captures stdout, and checks for known failure patterns.
Out of Scope Changes check ✅ Passed All changes are contained to the new GitHub Actions workflow file (.github/workflows/precompile-check.yml) and directly support the stated objective of checking precompile output for failures.
Docstring Coverage ✅ Passed No functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check.

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claude bot commented Nov 26, 2025

Code Review for PR #2134: Assets Precompile Check Workflow

I've reviewed this PR against the repository's CLAUDE.md guidelines and best practices. Overall, this is a well-structured addition that addresses a real pain point (issue #2081). Here's my detailed feedback:


✅ Strengths

1. Excellent Problem Alignment

2. Consistent with Existing CI Patterns

  • Properly integrates with the detect-changes job and change detection system
  • Uses the same conditional logic as other workflows (lines 61-70)
  • Follows the paths-ignore pattern for docs/Pro files

3. Good Error Detection Coverage

The 8 failure patterns cover realistic scenarios:

  • Duplicate task execution (lines 148-159, 162-168) ✅
  • Module resolution errors (lines 171-174) ✅
  • Webpack compilation failures (lines 177-179) ✅
  • Ruby runtime errors (lines 183-186) ✅
  • Asset pipeline issues (lines 189-192) ✅
  • Memory problems (lines 195-198) ✅
  • High warning counts (lines 201-204) ✅

4. Helpful Debugging Features

  • Captures full output with tee (line 139)
  • Uploads artifacts for failed runs (lines 220-226)
  • Clear error annotations using GitHub Actions syntax (e.g., ::error::)

🔍 Issues & Suggestions

1. Critical: Logic Error in Duplicate Compilation Detection (Lines 148-159)

Current code:

WEBPACK_COMPILE_COUNT=$(grep -c "Compiled" precompile_output.txt || true)
if [ "$WEBPACK_COMPILE_COUNT" -gt 1 ]; then
  DUPLICATE_COMPILES=$(sort precompile_output.txt | uniq -d | grep -c "Compiled" || true)
  if [ "$DUPLICATE_COMPILES" -gt 0 ]; then
    echo "::error::FAILURE: Detected duplicate webpack compilations..."

Problem: sort precompile_output.txt | uniq -d only detects consecutive identical lines. Webpack compilation messages are rarely identical character-for-character because they include timestamps, file sizes, hash values, and compilation times.

Example that would NOT be detected:

Compiled successfully in 2453ms
Compiled successfully in 2461ms  ← Different timestamp, won't be caught by uniq -d

Recommended fix:

# Count how many times the word "Compiled" appears in the output
WEBPACK_COMPILE_COUNT=$(grep -c "Compiled" precompile_output.txt || true)

# If we see "Compiled" more than once, it's likely a duplicate execution
# (Shakapacker typically only compiles once during assets:precompile)
if [ "$WEBPACK_COMPILE_COUNT" -gt 1 ]; then
  echo "::error::FAILURE: Detected $WEBPACK_COMPILE_COUNT webpack compilations (expected 1)."
  echo "  This may indicate rake tasks are running multiple times."
  FAILURES_FOUND=1
fi

2. Minor: Possible Path Inconsistency (Line 116)

Lines 116, 118, 132, and 225 use react_on_rails/spec/dummy, but based on CLAUDE.md, the dummy app should be at spec/dummy/ (root level).

Verification needed: Check if react_on_rails/ is now a subdirectory in this repo. If not, these paths should be updated to spec/dummy.

3. Enhancement: Add Exit Code Check (After Line 139)

The current script only checks patterns in the output, but doesn't verify that rake assets:precompile itself succeeded.

Recommended addition:

# Run precompile and capture exit code
RAILS_ENV=production bin/rake assets:precompile 2>&1 | tee precompile_output.txt
PRECOMPILE_EXIT_CODE=${PIPESTATUS[0]}

if [ $PRECOMPILE_EXIT_CODE -ne 0 ]; then
  echo "::error::FAILURE: rake assets:precompile exited with status $PRECOMPILE_EXIT_CODE"
  exit $PRECOMPILE_EXIT_CODE
fi

4. Minor: Overly Broad Ruby Error Detection (Lines 183-186)

Current:

if grep -Ei "NameError|LoadError|NoMethodError|SyntaxError" precompile_output.txt; then

Issue: This could trigger false positives from comments, logs, or handled exceptions.

Recommended refinement:

# Look for actual error traces, not just the word "Error"
if grep -E "^[[:space:]]*(NameError|LoadError|NoMethodError|SyntaxError):" precompile_output.txt; then
  echo "::error::FAILURE: Ruby errors detected during precompile."
  FAILURES_FOUND=1
fi

This anchors the pattern to error message format, reducing false positives.

5. Enhancement: Show Matching Lines on Failure

When a pattern matches, showing which lines matched would aid debugging:

if grep -Ei "module not found|cannot find module|can't resolve" precompile_output.txt; then
  echo "::error::FAILURE: Module resolution errors detected in precompile output."
  echo "Matching lines:"
  grep -Ei "module not found|cannot find module|can't resolve" precompile_output.txt | head -10
  FAILURES_FOUND=1
fi

🛡️ Security Considerations

✅ No security concerns identified:

  • Uses standard GitHub Actions and trusted actions
  • No credential handling or secrets exposure
  • Output artifacts have appropriate 7-day retention

🧪 Test Coverage Recommendations

Recommended test plan:

  1. Test duplicate task detection: Temporarily re-introduce the duplicate load bug and verify detection
  2. Test module not found: Add a non-existent import temporarily
  3. Test with clean precompile: Verify workflow passes on current code
  4. Test paths-ignore: Verify workflow skips for docs-only changes

📋 Adherence to CLAUDE.md Guidelines

Follows change detection pattern from existing workflows
Uses PNPM (lines 89, 111, 118) as required
Proper job naming and structure
Uses ubuntu-22.04 runner consistent with other workflows
Ruby 3.4 / Node 22 matches "latest" configuration
⚠️ Path consistency - verify react_on_rails/spec/dummy vs spec/dummy


🎯 Overall Assessment

Quality: High
Impact: Positive - prevents regression of critical bugs
Recommendation:Approve with changes

Required Changes:

  1. Fix the duplicate compilation detection logic (lines 148-159)
  2. Verify and correct the dummy app paths (lines 116, 118, 132, 225)
  3. Add exit code check for the rake command

Optional Enhancements:

  1. Refine Ruby error pattern matching
  2. Add matched line output for easier debugging

Great work on this defensive CI addition! Once the duplicate detection logic is fixed, this will be a valuable safeguard against infrastructure regressions.

The precompile check needs to run react_on_rails:generate_packs first
to generate the server-bundle-generated.js file that webpack imports.
This matches what other CI jobs do before running webpack builds.

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <[email protected]>
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Actionable comments posted: 3

🧹 Nitpick comments (4)
.github/workflows/precompile-check.yml (4)

163-170: Add context to task duplication error for debugging.

When react_on_rails:generate_packs is detected running multiple times, the error message (line 167) only shows the count, not the actual lines or execution order. This makes it harder to understand what triggered the duplication.

          # Pattern 2: Duplicate task execution messages
          if grep -q "react_on_rails:generate_packs" precompile_output.txt; then
            GENERATE_PACKS_COUNT=$(grep -c "react_on_rails:generate_packs" precompile_output.txt || true)
            if [ "$GENERATE_PACKS_COUNT" -gt 1 ]; then
              echo "::error::FAILURE: react_on_rails:generate_packs task ran $GENERATE_PACKS_COUNT times (should only run once)."
+             echo "  Matching lines:"
+             grep -n "react_on_rails:generate_packs" precompile_output.txt
              FAILURES_FOUND=1
            fi
          fi

172-176: Add context to module resolution error for debugging.

When module resolution errors are detected, only a generic message is shown. Including sample matching lines makes it easier to triage issues in CI.

          # Pattern 3: Module not found errors
          if grep -Ei "module not found|cannot find module|can't resolve" precompile_output.txt; then
            echo "::error::FAILURE: Module resolution errors detected in precompile output."
+           echo "  Sample matching lines:"
+           grep -Ei "module not found|cannot find module|can't resolve" precompile_output.txt | head -3
            FAILURES_FOUND=1
          fi

190-194: Sprockets error pattern could be case-sensitive mismatch.

The pattern "sprockets::filenotfound" (line 191) uses lowercase, but actual Ruby exception class names typically follow PascalCase (e.g., Sprockets::FileNotFound). While -Ei makes the grep case-insensitive, the class name would be more clearly matched with the proper casing shown in the pattern.

-         if grep -Ei "sprockets::filenotfound|asset .* was not declared" precompile_output.txt; then
+         if grep -Ei "Sprockets::FileNotFound|Asset.*was not declared" precompile_output.txt; then
            echo "::error::FAILURE: Asset pipeline errors detected."
+           echo "  Sample matching lines:"
+           grep -Ei "Sprockets::FileNotFound|Asset.*was not declared" precompile_output.txt | head -3
            FAILURES_FOUND=1
          fi

202-206: Warning count detection uses case-insensitive match; clarify intent or adjust threshold.

The pattern grep -ci "warning" matches any line containing "warning" (case-insensitive). This could include false positives from messages like "This is a warning to users" or unrelated logging. The threshold of >10 warnings is also arbitrary and may not reflect actual build health.

Consider narrowing the pattern to specific warning types (e.g., webpack or Rails deprecation warnings) or document the current threshold choice:

          # Pattern 8: Check for warnings that might indicate problems
-         WARNING_COUNT=$(grep -ci "warning" precompile_output.txt || true)
+         # Count webpack/build warnings (case-insensitive to catch "Warning:" and similar)
+         WARNING_COUNT=$(grep -Ei "warning|warn" precompile_output.txt | grep -v "User warning" | wc -l || true)
          if [ "$WARNING_COUNT" -gt 10 ]; then
-           echo "::warning::High number of warnings detected: $WARNING_COUNT warnings found. Please review."
+           echo "::warning::High number of build warnings detected: $WARNING_COUNT warnings found. Please review."
+           echo "  Sample warnings:"
+           grep -Ei "warning|warn" precompile_output.txt | grep -v "User warning" | head -3
          fi

This helps distinguish build warnings from other logged text.

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Review profile: CHILL

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🧰 Additional context used
🧠 Learnings (1)
📓 Common learnings
Learnt from: CR
Repo: shakacode/react_on_rails PR: 0
File: CLAUDE.md:0-0
Timestamp: 2025-11-25T08:05:17.804Z
Learning: Applies to lib/react_on_rails/*.rb : Create RBS signature files for new Ruby files in `lib/react_on_rails/` by adding corresponding `.rbs` file in `sig/react_on_rails/`, adding to Steepfile, and validating before committing
Learnt from: CR
Repo: shakacode/react_on_rails PR: 0
File: CLAUDE.md:0-0
Timestamp: 2025-11-25T08:05:17.804Z
Learning: The `react_on_rails_pro/` directory has its own Prettier/ESLint configuration and must be linted separately
⏰ Context from checks skipped due to timeout of 90000ms. You can increase the timeout in your CodeRabbit configuration to a maximum of 15 minutes (900000ms). (9)
  • GitHub Check: dummy-app-integration-tests (3.4, 22, latest)
  • GitHub Check: examples (3.4, latest)
  • GitHub Check: build
  • GitHub Check: pro-lint-js-and-ruby
  • GitHub Check: precompile-check
  • GitHub Check: build-dummy-app-webpack-test-bundles
  • GitHub Check: rspec-package-tests (3.4, latest)
  • GitHub Check: build-dummy-app-webpack-test-bundles
  • GitHub Check: claude-review
🔇 Additional comments (1)
.github/workflows/precompile-check.yml (1)

222-228: Artifact configuration is sound for CI diagnostics.

The artifact upload uses if: always() to ensure logs are captured even on failure, includes a run-specific ID for uniqueness, and sets a reasonable 7-day retention window. This is good practice for debugging precompile failures.

justin808 and others added 2 commits November 25, 2025 21:51
The dummy app uses ReScript components that need to be compiled before
webpack can bundle them. This adds `pnpm run build:rescript` to compile
HelloWorldReScript.res.js and other ReScript files.

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <[email protected]>
Changes based on CodeRabbit review comments:

1. Capture rake exit code with PIPESTATUS to detect silent failures
   - Added set -o pipefail to propagate pipe failures
   - Check PIPESTATUS[0] after tee to catch rake failures

2. Improved duplicate webpack compilation detection
   - Changed pattern from generic "Compiled" to "Compiled successfully"
   - Simplified logic to count successful compilations directly
   - Added line numbers to matching output for debugging

3. Improved webpack error pattern detection
   - Changed from overly broad "error in" to more specific patterns
   - Now matches: webpack.*error, failed to compile, compilation failed, ERROR in

4. Better Ruby error detection
   - Pattern now matches error class format with colon (e.g., "NameError:")
   - Reduces false positives from log messages

5. Fixed asset pipeline error pattern
   - Use proper casing for Sprockets::FileNotFound

6. Added sample output for all error patterns
   - Each error now shows the first few matching lines for easier debugging

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <[email protected]>
@claude
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claude bot commented Nov 26, 2025

Code Review: Assets Precompile Check Workflow

I've reviewed PR #2134 and overall this is a well-implemented and valuable addition to the CI pipeline. The workflow effectively addresses the issue of detecting silent failures during asset precompilation. Below are my findings:


Strengths

1. Excellent Pattern Detection Strategy

The workflow checks for 8 critical failure patterns that have caused production issues:

This comprehensive approach will catch both obvious and subtle failures.

2. Proper CI Integration

  • ✅ Uses the same detect-changes pattern as other workflows
  • ✅ Correctly skips for docs-only changes on master
  • ✅ Respects full-ci label and workflow_dispatch
  • ✅ Consistent with existing workflow conditional logic (lines 61-70)

3. Good Error Handling

  • Uses set -o pipefail to catch rake failures even when piped through tee (line 144)
  • Captures exit code in PRECOMPILE_EXIT variable (line 146)
  • Provides clear GitHub Actions annotations with ::error:: and ::warning::

4. Helpful Debugging Features

  • Uploads precompile output as artifact (lines 246-252) for post-mortem analysis
  • Shows sample matching lines for each failure pattern
  • 7-day retention is reasonable

🔍 Areas for Improvement

1. Potential False Positives in Pattern Detection

Issue: Some patterns might be too broad and trigger false positives.

Pattern 3 (lines 185-190): Module errors

grep -Ei "module not found|cannot find module|can't resolve"

Concern: This could match warnings in addition to actual errors. Webpack often emits deprecation warnings that contain these phrases but don't fail the build.

Suggestion: Consider adding context to ensure these are actual errors:

if grep -Ei "(ERROR|error).*module not found|(ERROR|error).*cannot find module|(ERROR|error).*can't resolve" precompile_output.txt; then

Pattern 4 (lines 193-198): Webpack errors

grep -Ei "webpack.*error|failed to compile|compilation failed|ERROR in"

Concern: webpack.*error could match benign strings like "webpack handles errors gracefully".

Suggestion: Use more specific patterns:

grep -Ei "webpack.*ERROR|ERROR in [./]|compilation failed|failed to compile" precompile_output.txt

2. Warning Threshold May Need Tuning

Line 226: WARNING_COUNT -gt 10

Question: Is 10 warnings an appropriate threshold for this codebase?

Suggestion:

  • Document why 10 was chosen in a comment
  • Consider making it configurable via workflow input
  • Or start with a higher threshold (like 20) and tune based on actual runs

3. Missing Pattern: Build Timeout/Hung Processes

Observation: The workflow doesn't have a timeout specified for the precompile step.

Risk: If webpack hangs, the job could run for the default 6-hour timeout.

Suggestion: Add a timeout to the precompile step:

- name: Run assets:precompile and check output
  timeout-minutes: 20  # or whatever is reasonable
  run: |

4. Pattern Validation: Empty Matches

Lines 163-230: Several patterns use || true to avoid failing on no matches, but some don't.

Potential Issue: If grep finds no matches and set -e is implied, some checks might exit prematurely.

Observation: Line 144 uses set -o pipefail but not set -e, so this should be okay. But it's worth double-checking.

5. Documentation: What Each Pattern Prevents

Suggestion: Add comments above each pattern explaining which past incident it prevents:

# Pattern 1: Prevents duplicate webpack compilations (regression test for PR #2052)
# Context: Rails::Engine was loading rake tasks twice, causing duplicate builds
if grep -q "Compiled successfully" precompile_output.txt; then
  ...
fi

This helps future maintainers understand why each check exists.


🔒 Security Considerations

No security concerns identified:

  • No secrets exposure risk
  • No untrusted input execution
  • Artifact uploads are scoped to repo

🎯 Performance Considerations

Good:

  • ✅ Proper caching of pnpm store and Ruby gems
  • ✅ Skips appropriately for docs-only changes
  • ✅ Pattern matching is efficient (linear scans with grep)

Minor:

  • The workflow setup time (~3-5 min) is unavoidable for a realistic precompile test
  • Multiple grep passes could theoretically be combined, but readability is more important here

🧪 Test Coverage

From PR description test plan:

  • CI workflow passes on this PR ✓ (verifiable)
  • Verify the workflow runs and captures output correctly ✓ (check artifacts)
  • Manually test by introducing a known failure ⚠️ (recommended but not blocking)

Suggestion: After merge, consider creating a follow-up issue to:

  1. Intentionally break each pattern in a test branch
  2. Verify the workflow catches it
  3. Document results for future reference

This validates the detection logic comprehensively.


📋 Checklist for Merge

Before merging, verify:

  • The workflow file passes actionlint (should be checked by another workflow)
  • Artifact uploads work correctly (test with workflow_dispatch)
  • Pattern thresholds are appropriate (consider tuning warning count)
  • Add timeout to precompile step (recommended)
  • Consider tightening pattern regexes to reduce false positives (optional)

🎓 Alignment with Project Guidelines

Checked against CLAUDE.md:

Follows CI/CD patterns: Uses standard detect-changes and conditional logic
Proper permissions: Only contents: read, actions: read
Error prevention: Directly addresses "silent failures" concern from docs
Artifact management: 7-day retention is reasonable
No manual formatting needed: Workflow YAML is properly formatted

References:


Final Verdict

APPROVED with minor suggestions

This PR effectively solves the problem stated in issue #2081. The workflow is well-structured, follows existing patterns, and will catch critical production issues. The suggestions above are non-blocking improvements that can be addressed in follow-up PRs or ignored if the current implementation proves robust in practice.

Recommended next steps:

  1. Merge as-is to get monitoring in place
  2. Monitor first ~10 runs for false positives
  3. Tune patterns/thresholds based on real data
  4. Add timeout to precompile step in follow-up if needed

Great work! This will significantly improve build reliability. 🚀


Review performed by Claude Code following project standards from CLAUDE.md

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Ci check of assets:precompile stdout

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