Production-tested CLAUDE.md template for FastAPI projects released to address AI-generated code inconsistency

CLAUDE.md adopted as new control plane for project rules

CLAUDE.md established as the new source of truth for repo behavior in Claude Code

Claude.md reached 152K GitHub stars

Operator open-sourced CLAUDE.md template with 72 lessons from 30-day, 11-agent experiment

Progressive disclosure skills reduce token waste by 99.3%

Research study demonstrates AGENTS.md files improve AI coding assistant efficiency by 28% with fewer tokens

Research shows AGENTS.md documentation files reduce AI coding agent runtime by 28.64% and token usage by 16.58%

New research revealed that LLM-generated documentation for AI coding agents harms performance (-2%) and increases inference costs by over 20%.

Research revealed that overloading AGENTS.md files with excessive context degrades AI coding agent performance