A Disciplined AI Software Development Process
- The “Grill to Review” AI dev frameworkInspired by Matt Pocock: move methodically through Grill → Specs → Tickets → Implement → Review so code is predictable, modular, and testable before it hits your repo.
- Multi-model orchestrationCoordinate Claude, Codex, Cursor, and Grok across the lifecycle: one model grills the spec, another implements, a third audits the code.
- Taming non-determinismPractical strategies to prevent hallucinations and keep AI-assisted refactors inside your established architectural bounds.