mirror of
https://github.com/flakestorm/flakestorm.git
synced 2026-04-25 00:36:54 +02:00
ee10da0b97
- Introduced multiple new documents including API Specification, Configuration Guide, Contributing Guide, Developer FAQ, Implementation Checklist, Module Documentation, Publishing Guide, Test Scenarios, Testing Guide, and Usage Guide. - Each document provides detailed instructions, examples, and best practices for using and contributing to flakestorm. - Enhanced overall project documentation to support users and developers in understanding and utilizing the framework effectively.
289 lines
7.4 KiB
Markdown
289 lines
7.4 KiB
Markdown
# 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
|