Implementation & Testing
Sweepster is designed for AI-assisted implementation, but not by asking an AI coding tool to build everything at once.
Build order
- Define schemas for every module.
- Build the golden set from labelled vacancies.
- Build the loader and empty pipeline harness.
- Implement modules in pipeline order.
- Test each module against examples and edge cases.
- Run seam tests between modules.
- Implement scoring in isolation.
- Add open questions and feedback loop once scored output exists.
Suggested stack
Python
Pydantic
pytest
JSON fixtures
OpenAI API
Claude API