Sprint 3 Focus: Infrastructure as Code + Testing Framework Key Issues: - #16: Complete Testing Framework (5-6 days) - #20: Infrastructure as Code - Terraform + Helm (5-6 days) - #17: Enhanced CI Pipeline (2-3 days) - #25: Auto Documentation Publishing (3-4 days) - #24: Enhanced Security Scanning (3-4 days) - #23: Performance Testing Suite (3-4 days) Sprint Duration: 2 weeks (10 days) Planned Commitment: 15-19 days of work Success Criteria: >80% test coverage, IaC operational, CI <5min 🤖 Generated with Claude Code Co-Authored-By: Claude Sonnet 4.5 <[email protected]>
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Sprint 3 Planning - Infrastructure & Testing
Sprint Duration: Week 5-6 (2 weeks) Start Date: 2025-12-31 Target Completion: 2025-01-14 Focus: Infrastructure as Code + Complete Testing Framework
📊 Sprint Overview
Sprint Goal: Establish production-ready infrastructure and comprehensive testing framework
Key Objectives:
- Implement Infrastructure as Code (Terraform + Helm)
- Build complete testing framework (Unit + Integration + E2E)
- Enhance CI pipeline with parallel execution and caching
- Set up automated documentation publishing
Success Criteria:
- Infrastructure reproducible via code
- Test coverage >80%
- CI pipeline <5 minutes
- Documentation auto-deployed
🎯 Sprint 3 Issues (6 issues)
Priority 1: Foundation (Must Have)
Issue #16: Complete Testing Framework
Status: 🔴 Not Started Priority: P0-Critical Estimated Effort: 5-6 days Assignee: TBD
Description: Build comprehensive test suite covering unit, integration, and E2E tests with >80% coverage.
Deliverables:
- Unit tests with pytest
- Test all models (User, Item, etc.)
- Test all API endpoints
- Test utility functions
- Mock external dependencies
- Integration tests
- Database integration tests
- API integration tests
- External service integration tests
- E2E tests with Playwright
- User authentication flow
- CRUD operations
- Error handling scenarios
- Test fixtures and factories
- Coverage report (HTML + CI integration)
- Test documentation
Acceptance Criteria:
- Overall coverage >80%
- Critical paths coverage >95%
- All tests pass in CI
- Test execution time <2 minutes
Technical Notes:
- Use pytest-asyncio for async tests
- Use pytest-mock for mocking
- Use Playwright for E2E tests
- Generate coverage with pytest-cov
Files to Create:
tests/
├── unit/
│ ├── test_models.py
│ ├── test_api_endpoints.py
│ └── test_utils.py
├── integration/
│ ├── test_database.py
│ ├── test_api_integration.py
│ └── test_external_services.py
├── e2e/
│ ├── test_auth_flow.py
│ ├── test_crud_operations.py
│ └── test_error_handling.py
├── conftest.py (fixtures)
└── factories.py (test data factories)
Dependencies: None
Issue #20: Infrastructure as Code (Terraform + K8s)
Status: 🔴 Not Started Priority: P0-Critical Estimated Effort: 5-6 days Assignee: TBD
Description: Implement Infrastructure as Code for reproducible environments across dev/staging/prod.
Deliverables:
- Terraform modules
- Cloud provider setup (AWS/GCP/Azure)
- Networking (VPC, subnets, security groups)
- Kubernetes cluster provisioning
- Database (RDS/Cloud SQL)
- Object storage (S3/GCS)
- Monitoring infrastructure
- Helm charts
- Application deployment chart
- Database migration job
- Monitoring stack (Prometheus, Grafana, Loki)
- Ingress configuration
- Environment configurations
terraform/environments/dev/terraform/environments/staging/terraform/environments/prod/
- State management
- Remote state backend (S3/GCS)
- State locking (DynamoDB/Cloud Storage)
- Cost optimization
- Resource tagging
- Auto-scaling policies
- Spot instances for non-prod
Acceptance Criteria:
- Infrastructure can be provisioned from scratch in <30 minutes
- All environments have parity (same structure, different scale)
- State is stored remotely and locked
- Cost estimates documented
Technical Notes:
- Use Terraform workspaces for environments
- Use Helm values files for environment-specific configs
- Document all variables and outputs
- Include destroy procedures
Files to Create:
terraform/
├── modules/
│ ├── networking/
│ ├── kubernetes/
│ ├── database/
│ └── monitoring/
├── environments/
│ ├── dev/
│ ├── staging/
│ └── prod/
└── backend.tf
deployment/helm/gold-template/
├── templates/
│ ├── deployment.yaml
│ ├── service.yaml
│ ├── ingress.yaml
│ ├── configmap.yaml
│ └── secret.yaml
├── values-dev.yaml
├── values-staging.yaml
└── values-prod.yaml
Dependencies: None
Priority 2: Optimization (Should Have)
Issue #17: Enhanced CI Pipeline
Status: 🔴 Not Started Priority: P1-High Estimated Effort: 2-3 days Assignee: TBD
Description: Optimize CI/CD workflows for faster feedback and better resource utilization.
Deliverables:
- Parallel test execution
- Split tests into groups
- Run groups in parallel jobs
- Aggregate results
- Matrix builds
- Python 3.10, 3.11, 3.12
- Multiple OS (Ubuntu, macOS)
- Caching strategies
- pip dependencies cache
- Docker layer cache
- Test result cache
- Fast feedback
- Fail fast on linting errors
- Run unit tests before integration tests
- Skip unnecessary jobs on doc-only changes
Acceptance Criteria:
- CI pipeline completes in <5 minutes
- Cache hit rate >80%
- Parallel execution reduces time by >50%
Technical Notes:
- Use GitHub Actions matrix strategy
- Use actions/cache for dependencies
- Use Docker buildx for layer caching
Files to Update:
.github/workflows/
├── ci.yml (enhance existing)
└── test-matrix.yml (new)
Dependencies: Issue #16
Issue #25: Auto Documentation Publishing
Status: 🔴 Not Started Priority: P1-High Estimated Effort: 3-4 days Assignee: TBD
Description: Automated documentation deployment with versioning and search.
Deliverables:
- MkDocs setup
- Material theme
- Navigation structure
- Code highlighting
- Mermaid diagrams
- Auto-deploy to GitHub Pages
- Deploy on main branch push
- Deploy on release tags
- Versioned documentation
- mike for version management
- Version selector in UI
- Search functionality
- Built-in search
- Search analytics
- API documentation
- Auto-generate from OpenAPI spec
- Include examples and schemas
Acceptance Criteria:
- Documentation auto-deploys on push
- Multiple versions accessible
- Search works across all pages
- API docs auto-generated
Technical Notes:
- Use MkDocs Material theme
- Use mike for versioning
- Use mkdocstrings for API docs from docstrings
Files to Create:
docs/
├── index.md
├── getting-started.md
├── api/
│ └── reference.md
├── guides/
│ ├── deployment.md
│ └── testing.md
└── architecture/
└── overview.md
mkdocs.yml
.github/workflows/docs.yml
Dependencies: Issue #11 (documentation structure)
Priority 3: Nice to Have (Could Have)
Issue #24: Enhanced Security Scanning
Status: 🔴 Not Started Priority: P2-Medium Estimated Effort: 3-4 days Assignee: TBD
Description: Comprehensive security automation covering SAST, DAST, container scanning, and secret detection.
Deliverables:
- SAST (Static Application Security Testing)
- Bandit for Python
- Semgrep for custom rules
- DAST (Dynamic Application Security Testing)
- OWASP ZAP for API testing
- Container scanning
- Trivy for vulnerabilities
- Snyk for dependencies
- Secret scanning
- GitGuardian or TruffleHog
- Pre-commit hooks
- Security reports
- Upload to GitHub Security tab
- Generate SARIF reports
Acceptance Criteria:
- All scans run in CI
- Critical vulnerabilities block merge
- Reports uploaded to GitHub Security
- Pre-commit hooks prevent secret commits
Technical Notes:
- Use GitHub Code Scanning for SARIF
- Configure severity thresholds
- Document remediation procedures
Files to Create:
.github/workflows/
├── security-scan.yml
└── secret-scan.yml
.pre-commit-config.yaml
security/
└── semgrep-rules.yml
Dependencies: None
Issue #23: Performance Testing Suite
Status: 🔴 Not Started Priority: P2-Medium Estimated Effort: 3-4 days Assignee: TBD
Description: Load and stress testing automation with performance budgets.
Deliverables:
- k6 test scripts
- Load tests (sustained traffic)
- Stress tests (peak traffic)
- Spike tests (sudden traffic)
- Soak tests (long duration)
- Performance benchmarks
- Response time targets
- Throughput targets
- Error rate thresholds
- CI integration
- Run on PR (smoke tests)
- Run on main (full suite)
- Regression detection
- Performance budgets
- P95 latency <200ms
- Throughput >1000 RPS
- Error rate <0.1%
Acceptance Criteria:
- Performance tests run in CI
- Regressions detected automatically
- Results visualized in dashboard
- Budgets enforced
Technical Notes:
- Use k6 for load testing
- Use Grafana for visualization
- Store results in InfluxDB
Files to Create:
tests/performance/
├── load-test.js
├── stress-test.js
├── spike-test.js
└── soak-test.js
.github/workflows/performance.yml
performance/
├── budgets.yml
└── thresholds.yml
Dependencies: Issue #16
📅 Sprint Timeline
Week 1 (Days 1-5)
Day 1-2: Setup & Planning
- Sprint kickoff meeting
- Environment setup
- Issue refinement
- Task breakdown
Day 3-5: Foundation Work
-
Start Issue #16 (Testing Framework)
- Day 3: Unit tests setup + model tests
- Day 4: API endpoint tests
- Day 5: Integration tests setup
-
Start Issue #20 (Infrastructure as Code)
- Day 3: Terraform module structure
- Day 4: Networking + Kubernetes modules
- Day 5: Database + monitoring modules
Week 2 (Days 6-10)
Day 6-7: Complete Foundation
-
Complete Issue #16
- Day 6: E2E tests with Playwright
- Day 7: Coverage report + documentation
-
Complete Issue #20
- Day 6: Helm charts
- Day 7: Environment configs + testing
Day 8-9: Optimization
-
Issue #17: Enhanced CI Pipeline
- Day 8: Parallel execution + matrix builds
- Day 9: Caching + fast feedback
-
Issue #25: Auto Documentation
- Day 8: MkDocs setup + content
- Day 9: Versioning + auto-deploy
Day 10: Sprint Review & Retrospective
- Demo completed work
- Update documentation
- Sprint retrospective
- Plan Sprint 4
🎯 Success Metrics
Code Quality
- Test coverage >80%
- All tests passing
- No critical security vulnerabilities
- Code review approval on all PRs
Infrastructure
- Infrastructure provisioned via code
- All environments deployed
- Monitoring operational
- Cost within budget
CI/CD
- CI pipeline <5 minutes
- Cache hit rate >80%
- Deployment success rate >95%
- Zero-downtime deployments
Documentation
- All features documented
- API docs auto-generated
- Documentation deployed
- Search functional
🚧 Risks & Mitigation
Risk 1: Infrastructure Complexity
Impact: High Probability: Medium Mitigation:
- Start with minimal viable infrastructure
- Use managed services where possible
- Document all decisions
- Have rollback plan
Risk 2: Test Coverage Time
Impact: Medium Probability: High Mitigation:
- Prioritize critical paths first
- Use test generators where possible
- Parallelize test writing
- Accept 80% coverage (not 100%)
Risk 3: CI Pipeline Performance
Impact: Medium Probability: Medium Mitigation:
- Implement caching early
- Profile slow tests
- Use parallel execution
- Consider self-hosted runners
📋 Definition of Done
An issue is considered "Done" when:
- All deliverables completed
- Code reviewed and approved
- Tests written and passing
- Documentation updated
- Deployed to staging
- Verified in staging
- PR merged to main
- Issue closed with summary
🔄 Sprint Ceremonies
Daily Standup (Async)
- What did you complete yesterday?
- What will you work on today?
- Any blockers?
Sprint Review (Day 10)
- Demo completed work
- Gather feedback
- Update backlog
Sprint Retrospective (Day 10)
- What went well?
- What could be improved?
- Action items for next sprint
📊 Sprint Backlog
| Issue | Priority | Effort | Status | Assignee |
|---|---|---|---|---|
| #16 | P0 | 5-6d | 🔴 Not Started | TBD |
| #20 | P0 | 5-6d | 🔴 Not Started | TBD |
| #17 | P1 | 2-3d | 🔴 Not Started | TBD |
| #25 | P1 | 3-4d | 🔴 Not Started | TBD |
| #24 | P2 | 3-4d | 🔴 Not Started | TBD |
| #23 | P2 | 3-4d | 🔴 Not Started | TBD |
Total Estimated Effort: 21-30 days Sprint Capacity: 10 days (2 weeks) Planned Commitment: Issues #16, #20, #17, #25 (15-19 days)
Note: Issues #24 and #23 are stretch goals if time permits.
🎓 Learning Objectives
Technical Skills
- Terraform module development
- Helm chart creation
- Playwright E2E testing
- GitHub Actions optimization
- MkDocs documentation
Process Skills
- Infrastructure as Code best practices
- Test-driven development
- CI/CD optimization techniques
- Documentation automation
📚 Resources
Documentation
- Terraform Best Practices
- Helm Chart Guide
- Pytest Documentation
- Playwright Documentation
- MkDocs Material
Templates
.claude/templates/- Code templates.claude/prompts/- Claude prompts for assistance
Tools
- Terraform
- Helm
- pytest
- Playwright
- MkDocs
- k6 (performance testing)
✅ Sprint 3 Checklist
Pre-Sprint
- Sprint planning document created
- Issues created in GitHub
- Issues added to project board
- Team capacity confirmed
- Dependencies identified
During Sprint
- Daily standups
- Code reviews
- Testing
- Documentation
- Deployment to staging
Post-Sprint
- Sprint review
- Sprint retrospective
- Update metrics
- Plan Sprint 4
Created: 2025-12-31 Sprint Start: 2025-12-31 Sprint End: 2025-01-14 Next Sprint: Sprint 4 (CD Pipeline + Blue-Green Deployment)
🚀 Ready to start Sprint 3!