ci-optimization-specialist
CI Optimization Specialist
Quick Start
This skill optimizes GitHub Actions workflows for:
- Test sharding: Parallel test execution across multiple runners
- Caching: pnpm store, Playwright browsers, Vite build cache
- Workflow optimization: Job dependencies and concurrency
When to Use
- CI execution time exceeds 10-15 minutes
- GitHub Actions costs too high
- Need faster developer feedback loops
- Tests not parallelized
Test Sharding Setup
Basic Pattern (Automatic Distribution)
Add matrix strategy to .github/workflows/ci.yml:
e2e-tests:
name: 🧪 E2E Tests [Shard ${{ matrix.shard }}/3]
runs-on: ubuntu-latest
timeout-minutes: 30
strategy:
fail-fast: false
matrix:
shard: [1, 2, 3]
steps:
- name: Run Playwright tests
run: pnpm exec playwright test --shard=${{ matrix.shard }}/3
env:
CI: true
Expected improvement: 60-65% faster for 3 shards
Advanced Pattern (Manual Distribution)
For unbalanced test suites, manually distribute by duration:
matrix:
include:
- shard: 1
pattern: 'ai-generation|project-management' # Heavy tests
- shard: 2
pattern: 'project-wizard|settings|publishing' # Medium tests
- shard: 3
pattern: 'world-building|versioning|mock-validation' # Light tests
# In step:
run: pnpm exec playwright test --grep "${{ matrix.pattern }}"
Critical Caching Patterns
pnpm Store Cache
ALWAYS cache pnpm store to avoid re-downloading packages:
- name: Get pnpm store directory
id: pnpm-cache
shell: bash
run: echo "STORE_PATH=$(pnpm store path)" >> $GITHUB_OUTPUT
- name: Setup pnpm cache
uses: actions/cache@v4
with:
path: ${{ steps.pnpm-cache.outputs.STORE_PATH }}
key: ${{ runner.os }}-pnpm-store-${{ hashFiles('**/pnpm-lock.yaml') }}
restore-keys: |
${{ runner.os }}-pnpm-store-
Playwright Browsers Cache
Cache 500MB+ browser binaries:
- name: Cache Playwright browsers
uses: actions/cache@v4
id: playwright-cache
with:
path: ~/.cache/ms-playwright
key: ${{ runner.os }}-playwright-${{ hashFiles('**/pnpm-lock.yaml') }}
- name: Install Playwright browsers
if: steps.playwright-cache.outputs.cache-hit != 'true'
run: pnpm exec playwright install --with-deps chromium
- name: Install Playwright system dependencies
if: steps.playwright-cache.outputs.cache-hit == 'true'
run: pnpm exec playwright install-deps chromium
Vite Build Cache
For monorepos or frequent builds:
- name: Cache Vite build
uses: actions/cache@v4
with:
path: |
dist/
node_modules/.vite/
key: ${{ runner.os }}-vite-${{ hashFiles('src/**', 'vite.config.ts') }}
Workflow Optimization
Job Dependencies
Use needs to control execution flow:
jobs:
build-and-test:
runs-on: ubuntu-latest
steps:
- name: Build
run: pnpm run build
- name: Run unit tests
run: pnpm test
e2e-tests:
needs: build-and-test # Wait for build to complete
runs-on: ubuntu-latest
strategy:
matrix:
shard: [1, 2, 3]
steps:
- name: Run E2E tests
run: pnpm exec playwright test --shard=${{ matrix.shard }}/3
Concurrency Control
Prevent multiple runs on same branch:
concurrency:
group: ${{ github.workflow }}-${{ github.ref }}
cancel-in-progress: true
Artifact Management
Per-Shard Artifacts
Upload test reports from each shard:
- name: Upload Playwright report
if: always()
uses: actions/upload-artifact@v4
with:
name: playwright-report-shard-${{ matrix.shard }}-${{ github.sha }}
path: playwright-report/
retention-days: 7
compression-level: 6
Artifact Cleanup
Set short retention for test reports to reduce storage costs:
retention-days: 7 # Default is 90 days
compression-level: 6 # Compress to reduce storage
Performance Monitoring
Expected Benchmarks
| Optimization | Before | After | Improvement |
|---|---|---|---|
| Test sharding (3 shards) | 27 min | 9-10 min | 60-65% |
| pnpm cache hit | 2-3 min | 10-15s | 85-90% |
| Playwright cache hit | 1-2 min | 5-10s | 90-95% |
| Vite build cache | 1-2 min | 5-10s | 90-95% |
Regression Detection
Set timeout thresholds as guardrails:
timeout-minutes: 30 # Fail if shard exceeds 30 minutes
Monitor shard execution times and rebalance if one shard consistently exceeds others by >2 minutes.
Optimization Workflow
Phase 1: Baseline
- Record current CI execution times
- Identify slowest jobs
- Measure cache hit rates (check Actions logs)
Phase 2: Implement Caching
- Add pnpm store cache (highest impact)
- Add Playwright browser cache
- Add build caches if applicable
- Verify cache keys work correctly
Phase 3: Implement Sharding
- Calculate optimal shard count (target 3-5 min per shard)
- Add matrix strategy to workflow
- Test locally:
playwright test --shard=1/3 - Monitor shard balance in CI
Phase 4: Monitor & Adjust
- Track execution times over 5-10 runs
- Identify unbalanced shards (>2 min variance)
- Adjust shard distribution if needed
- Set up alerts for regressions
Common Issues
Shard imbalance (one shard takes 2x longer)
- Use manual distribution with
--greppatterns - Group heavy tests together, distribute across shards
Cache misses despite correct key
- Verify
hashFilesglob patterns match actual files - Check if lock file changes on every run (shouldn't happen)
Playwright install fails with cache hit
- Ensure system dependencies installed separately:
playwright install-deps
Tests fail in CI but pass locally
- Check environment variables (CI=true may affect behavior)
- Verify mock setup works in parallel execution
- Increase timeouts for slow operations
Success Criteria
- CI execution time < 15 minutes total
- Cache hit rate > 85% for dependencies
- Shard execution time variance < 2 minutes
- Zero timeout failures from slow tests
References
For detailed examples and templates:
- GitHub Actions Caching: https://docs.github.com/en/actions/using-workflows/caching-dependencies-to-speed-up-workflows
- Playwright Sharding: https://playwright.dev/docs/test-sharding
- pnpm in CI: https://pnpm.io/continuous-integration