A tech lead developed 'Get Tasks Done' (GTD), an open-source deterministic state machine layer integrated with GitHub, to structure AI-assisted software development into granular, auditable tasks. This approach breaks down vague prompts into atomic GitHub issues and single-intent pull requests, reducing context drift and enabling quick human review. The system enforces strict workflow guardrails, improving control over AI-generated code and reducing token usage by preventing agent loops on broken code.
Use Case
Opening the operator briefing
Pulling the full operator breakdown, tooling context, and verification notes.
