# flakestorm Implementation Checklist

This document tracks the implementation progress of flakestorm - The Agent Reliability Engine.

## CLI Version (Open Source - Apache 2.0)

### Phase 1: Foundation (Week 1-2)

#### Project Scaffolding
- [x] Initialize Python project with pyproject.toml
- [x] Set up Rust workspace with Cargo.toml
- [x] Create Apache 2.0 LICENSE file
- [x] Write comprehensive README.md
- [x] Create flakestorm.yaml.example template
- [x] Set up project structure (src/flakestorm/*)
- [x] Configure pre-commit hooks (black, ruff, mypy)
- [ ] Set up GitHub Actions for CI/CD

#### Configuration System
- [x] Define Pydantic models for configuration
- [x] Implement YAML loading/validation
- [x] Support environment variable expansion
- [x] Create configuration factory functions
- [x] Add configuration validation tests

#### Agent Protocol/Adapter
- [x] Define AgentProtocol interface
- [x] Implement HTTPAgentAdapter
- [x] Implement PythonAgentAdapter
- [x] Implement LangChainAgentAdapter
- [x] Create adapter factory function
- [x] Add retry logic for HTTP adapter

---

### Phase 2: Mutation Engine (Week 2-3)

#### Ollama Integration
- [x] Create MutationEngine class
- [x] Implement Ollama client wrapper
- [x] Add connection verification
- [x] Support async mutation generation
- [x] Implement batch generation

#### Mutation Types & Templates
- [x] Define MutationType enum
- [x] Create Mutation dataclass
- [x] Write templates for PARAPHRASE
- [x] Write templates for NOISE
- [x] Write templates for TONE_SHIFT
- [x] Write templates for PROMPT_INJECTION
- [x] Add mutation validation logic
- [x] Support custom templates

#### Rust Performance Bindings
- [x] Set up PyO3 bindings
- [x] Implement robustness score calculation
- [x] Implement weighted score calculation
- [x] Implement Levenshtein distance
- [x] Implement parallel processing utilities
- [x] Build and test Rust module
- [x] Integrate with Python package

---

### Phase 3: Runner & Assertions (Week 3-4)

#### Async Runner
- [x] Create EntropixRunner class
- [x] Implement orchestrator logic
- [x] Add concurrency control with semaphores
- [x] Implement progress tracking
- [x] Add setup verification

#### Invariant System
- [x] Create InvariantVerifier class
- [x] Implement ContainsChecker
- [x] Implement LatencyChecker
- [x] Implement ValidJsonChecker
- [x] Implement RegexChecker
- [x] Implement SimilarityChecker
- [x] Implement ExcludesPIIChecker
- [x] Implement RefusalChecker
- [x] Add checker registry

---

### Phase 4: CLI & Reporting (Week 4-5)

#### CLI Commands
- [x] Set up Typer application
- [x] Implement `flakestorm init` command
- [x] Implement `flakestorm run` command
- [x] Implement `flakestorm verify` command
- [x] Implement `flakestorm report` command
- [x] Implement `flakestorm score` command
- [x] Add CI mode (--ci --min-score)
- [x] Add rich progress bars

#### Report Generation
- [x] Create report data models
- [x] Implement HTMLReportGenerator
- [x] Create interactive HTML template
- [x] Implement JSONReportGenerator
- [x] Implement TerminalReporter
- [x] Add score visualization
- [x] Add mutation matrix view

---

### Phase 5: V2 Features (Week 5-7)

#### HuggingFace Integration
- [x] Create HuggingFaceModelProvider
- [x] Support GGUF model downloading
- [x] Add recommended models list
- [x] Integrate with Ollama model importing

#### Vector Similarity
- [x] Create LocalEmbedder class
- [x] Integrate sentence-transformers
- [x] Implement similarity calculation
- [x] Add lazy model loading

#### GitHub Actions Integration
- [x] Create action.yml template
- [x] Create workflow example
- [x] Document CI/CD integration
- [ ] Publish to GitHub Marketplace

---

### Testing & Quality

#### Unit Tests
- [x] Test configuration loading
- [x] Test mutation types
- [x] Test assertion checkers
- [ ] Test agent adapters
- [ ] Test orchestrator
- [ ] Test report generation

#### Integration Tests
- [ ] Test full run with mock agent
- [ ] Test CLI commands
- [ ] Test report generation

#### Documentation
- [x] Write README.md
- [x] Create IMPLEMENTATION_CHECKLIST.md
- [x] Create ARCHITECTURE_SUMMARY.md
- [x] Create API_SPECIFICATION.md
- [x] Create CONTRIBUTING.md
- [x] Create CONFIGURATION_GUIDE.md

---

## Cloud Version (Commercial)

### Cloud Phase 1: Infrastructure (Week 9-10)

#### Cloud Setup
- [ ] Set up AWS/GCP project
- [ ] Configure VPC and networking
- [ ] Set up PostgreSQL database
- [ ] Configure Redis for queue/cache
- [ ] Set up S3/GCS for storage
- [ ] Configure Docker/Kubernetes

#### Database Schema
- [ ] Create users table
- [ ] Create test_configs table
- [ ] Create test_runs table
- [ ] Create subscriptions table
- [ ] Set up migrations (Alembic)

#### Authentication
- [ ] Integrate Auth0/Clerk
- [ ] Implement JWT validation
- [ ] Create user management endpoints
- [ ] Add RBAC for team tier

---

### Cloud Phase 2: Backend (Week 10-12)

#### FastAPI Application
- [ ] Set up FastAPI project structure
- [ ] Implement auth middleware
- [ ] Create test management endpoints
- [ ] Create config management endpoints
- [ ] Create report endpoints
- [ ] Implement async job queue (Celery)

#### Gemini Integration
- [ ] Create GeminiMutationService
- [ ] Implement mutation generation
- [ ] Add fallback to GPU models
- [ ] Rate limiting and retry logic

#### Tier Limits
- [ ] Implement free tier limits (5 lifetime runs)
- [ ] Implement Pro tier limits (200/month)
- [ ] Implement Team tier limits (1000/month)
- [ ] Create usage tracking

---

### Cloud Phase 3: Frontend (Week 12-14)

#### Next.js Setup
- [ ] Initialize Next.js project
- [ ] Configure Tailwind CSS
- [ ] Set up authentication flow
- [ ] Create layout components

#### Dashboard Pages
- [ ] Dashboard home (overview)
- [ ] Tests list and creation
- [ ] Reports viewer
- [ ] Billing management
- [ ] Team management (Team tier)
- [ ] Settings page

#### Marketing Pages
- [ ] Landing page
- [ ] Pricing page
- [ ] Documentation
- [ ] Blog (optional)

---

### Cloud Phase 4: Billing (Week 14-15)

#### Stripe Integration
- [ ] Set up Stripe products/prices
- [ ] Implement subscription creation
- [ ] Handle subscription updates
- [ ] Implement webhook handlers
- [ ] Create invoice history

#### Email Notifications
- [ ] Set up SendGrid/Mailgun
- [ ] Test failure alerts
- [ ] Subscription notifications
- [ ] Welcome emails

---

### Cloud Phase 5: Testing & Launch (Week 15-16)

#### Testing
- [ ] E2E tests with Cypress/Playwright
- [ ] Load testing
- [ ] Security audit
- [ ] Performance optimization

#### Deployment
- [ ] Set up CI/CD pipeline
- [ ] Configure production environment
- [ ] Set up monitoring (Sentry, etc.)
- [ ] Launch to production

---

## Progress Summary

| Phase | Status | Completion |
|-------|--------|------------|
| CLI Phase 1: Foundation | ✅ Complete | 100% |
| CLI Phase 2: Mutation Engine | ✅ Complete | 100% |
| CLI Phase 3: Runner & Assertions | ✅ Complete | 100% |
| CLI Phase 4: CLI & Reporting | ✅ Complete | 100% |
| CLI Phase 5: V2 Features | ✅ Complete | 90% |
| Documentation | ✅ Complete | 100% |
| Cloud Phase 1: Infrastructure | ⏳ Pending | 0% |
| Cloud Phase 2: Backend | ⏳ Pending | 0% |
| Cloud Phase 3: Frontend | ⏳ Pending | 0% |
| Cloud Phase 4: Billing | ⏳ Pending | 0% |

---

## Next Steps

1. **Rust Build**: Compile and integrate Rust performance module
2. **Integration Tests**: Add full integration test suite
3. **PyPI Release**: Prepare and publish to PyPI
4. **Cloud Infrastructure**: Begin AWS/GCP setup
5. **Community Launch**: Publish to Hacker News and Reddit