Common CI failure patterns and how to diagnose them from the logs.
# With gh
gh run view <RUN_ID> --log-failed
# With curl — download and extract
curl -sL -H "Authorization: token $GITHUB_TOKEN" \
https://api.github.com/repos/$GH_OWNER/$GH_REPO/actions/runs/<RUN_ID>/logs \
-o /tmp/ci-logs.zip && unzip -o /tmp/ci-logs.zip -d /tmp/ci-logs
Signatures in logs:
FAILED tests/test_foo.py::test_bar - AssertionError
E assert 42 == 43
ERROR tests/test_foo.py - ModuleNotFoundError
Diagnosis:
1. Find the test file and line number from the traceback
2. Use read_file to read the failing test
3. Check if it's a logic error in the code or a stale test assertion
4. Look for ModuleNotFoundError — usually a missing dependency in CI
Common fixes: - Update assertion to match new expected behavior - Add missing dependency to requirements.txt / pyproject.toml - Fix flaky test (add retry, mock external service, fix race condition)
Signatures in logs:
src/auth.py:45:1: E302 expected 2 blank lines, got 1
src/models.py:12:80: E501 line too long (95 > 88 characters)
error: would reformat src/utils.py
Diagnosis: 1. Read the specific file:line numbers mentioned 2. Check which linter is complaining (flake8, ruff, black, isort, mypy)
Common fixes:
- Run the formatter locally: black ., isort ., ruff check --fix .
- Fix the specific style violation by editing the file
- If using patch, make sure to match existing indentation style
Signatures in logs:
src/api.py:23: error: Argument 1 to "process" has incompatible type "str"; expected "int"
src/models.py:45: error: Missing return statement
Diagnosis: 1. Read the file at the mentioned line 2. Check the function signature and what's being passed
Common fixes:
- Add type cast or conversion
- Fix the function signature
- Add # type: ignore comment as last resort (with explanation)
Signatures in logs:
ModuleNotFoundError: No module named 'some_package'
ERROR: Could not find a version that satisfies the requirement foo==1.2.3
npm ERR! Could not resolve dependency
Diagnosis: 1. Check requirements.txt / package.json for the missing or incompatible dependency 2. Compare local vs CI Python/Node version
Common fixes:
- Add missing dependency to requirements file
- Pin compatible version
- Update lockfile (pip freeze, npm install)
Signatures in logs:
fatal: could not read Username for 'https://github.com': No such device or address
Error: Resource not accessible by integration
403 Forbidden
Diagnosis:
1. Check if the workflow needs special permissions (token scopes)
2. Check if secrets are configured (missing GITHUB_TOKEN or custom secrets)
Common fixes:
- Add permissions: block to workflow YAML
- Verify secrets exist: gh secret list or check repo settings
- For fork PRs: some secrets aren't available by design
Signatures in logs:
Error: The operation was canceled.
The job running on runner ... has exceeded the maximum execution time
Diagnosis: 1. Check which step timed out 2. Look for infinite loops, hung processes, or slow network calls
Common fixes:
- Add timeout to the specific step: timeout-minutes: 10
- Fix the underlying performance issue
- Split into parallel jobs
Signatures in logs:
docker: Error response from daemon
failed to solve: ... not found
COPY failed: file not found in build context
Diagnosis: 1. Check Dockerfile for the failing step 2. Verify the referenced files exist in the repo
Common fixes:
- Fix path in COPY/ADD command
- Update base image tag
- Add missing file to .dockerignore exclusion or remove from it
CI Failed
├── Test failure
│ ├── Assertion mismatch → update test or fix logic
│ └── Import/module error → add dependency
├── Lint failure → run formatter, fix style
├── Type error → fix types
├── Build failure
│ ├── Missing dep → add to requirements
│ └── Version conflict → update pins
├── Permission error → update workflow permissions (needs user)
└── Timeout → investigate perf (may need user input)
git add <fixed_files> && git commit -m "fix: resolve CI failure" && git push
# Then monitor
gh pr checks --watch 2>/dev/null || \
echo "Poll with: curl -s -H 'Authorization: token ...' https://api.github.com/repos/.../commits/$(git rev-parse HEAD)/status"