The Death of the Autonomous Planning Agent

Stop paying the hallucination tax. When you ask an AI to build a feature without constraints, you get bloat and missed marks.

I use three commands - in this exact order:

1. /grill-me: Forces the agent to interview you one question at a time until scope is locked.
2. /blueprint: Breaks the work into self-contained steps. Any fresh agent session can execute without reading prior context.
3. /ponytail: A 7-rung hierarchy that forces the agent to pick native, minimal, or existing solutions before writing a single line.

The order matters. Grill first. Plan second. Constrain third.

Stop treating LLMs like interns told to figure it out. Give them constraints, verify intent, then execute.