All notable changes and iterations for the Spielberg project will be documented in this file.
The format is based on Keep a Changelog.
[Unreleased]
Planned
- JavaScript/TypeScript Actor support
- Complex multi-file architecture generation
- Actor cloning and modification features
- Template library for common Actor patterns
- Automated testing of generated Actors
[1.0.0] - 2025-12-06
Initial Implementation
Added
Technical Decisions
- OpenAI Model: GPT-4 for higher quality code generation
- Deployment Method: Apify Create Actor API (
POST /v2/acts) with SOURCE_FILES
- Error Recovery: Maximum 3 iterations to prevent infinite loops
- Language: Python 3.13 for generated Actors
- Architecture: Modular design with separate concerns
Dependencies
apify>=1.0.0: Apify SDK for Actor runtime
apify-client>=1.0.0: Apify API client for programmatic Actor management
openai>=1.0.0: OpenAI API client for GPT-4 access
aiohttp>=3.8.0: Async HTTP client for API calls
Known Limitations
- Only Python Actors supported in v1.0
- Basic to intermediate Actor complexity
- Maximum 3 error fix iterations
- Single-file Actor structures only
- Requires OPENAI_API_KEY environment variable
Testing
- Manual testing planned with simple prompts
- Test case: "Create an Actor that logs 'Hello World' and saves it to dataset"
Development Notes
2025-12-06 - Project Initialization
- Created project structure following Apify Actor conventions
- Researched Apify Create Actor API endpoint
- Confirmed API supports SOURCE_FILES for inline code deployment
- Designed four-phase pipeline architecture
- Created comprehensive PRD with technical specifications
Next Steps
- Implement intent_analyzer.py with OpenAI integration
- Implement actor_generator.py with code generation logic
- Implement deployer.py with Apify API calls
- Implement validator.py with iterative fixing
- Build main orchestrator
- Local testing with simple prompts
- Deploy Spielberg to Apify platform
- Create demo video/documentation
Iteration Log
Iteration 0: Planning & Design
- Date: 2025-12-06
- Status: Complete
- Changes:
- Analyzed user requirements
- Researched Apify API capabilities
- Designed system architecture
- Created PRD and plan
- Outcome: Ready for implementation
Iteration 1: Core Implementation
- Date: 2025-12-06
- Status: In Progress
- Changes:
- Creating directory structure
- Implementing core modules
- Setting up configuration files
- Outcome: TBD
Future Iterations
Iteration 2: Testing & Refinement (Planned)
- Local testing with various prompts
- Bug fixes and error handling improvements
- Performance optimization
- Documentation updates
Iteration 3: Deployment & Validation (Planned)
- Deploy Spielberg to Apify platform
- Real-world testing
- User feedback collection
- Production readiness validation
Iteration 4: Enhancement Phase (Planned)
- Add support for more complex Actors
- Implement template library
- Add JavaScript/TypeScript support
- Performance monitoring and analytics
Notes for Developers
How to Add to This Log
When making changes to Spielberg:
- Add entry under appropriate version section
- Use clear, descriptive language
- Include date and status
- Document breaking changes prominently
- Link to related issues/PRs if applicable
Version Numbering
- Major (X.0.0): Breaking changes, major feature additions
- Minor (1.X.0): New features, backwards compatible
- Patch (1.0.X): Bug fixes, minor improvements