AI Agent Observability: Ship Traces, Budgets, and Eval Gates Before Autonomy Production AI agents need more than a good model. They need traces, budgets, approval events, evaluation gates, and final-state verification before autonomy expands.
The README for AI: How to Write an AGENTS.md That Ships AGENTS.md is the README for AI assistants: a practical, technical guide to structure, layering, boundaries, and maintenance for better AI coding outcomes.