Ponytail Improved: Make Your AI Agent Think Like the Laziest Senior Dev — Code You Never Wrote Is Best
Ponytail Improved is an AI agent skill that teaches coding agents to think like the laziest senior developer on your team — the one who writes the minimum viable solution, reuses existing code, and delivers faster with fewer bugs. By enforcing a six-rung laziness ladder before any code is written, Ponytail reduces AI-generated code by 54% on average while keeping 100% of safety guards intact, making your agent cheaper, faster, and more reliable. ...