Field notes / 03
Build Log
Field notes on local agents, verification, and the failures that changed how I build.
Archive
Decisions, failures, and evidence.
The Real Cost of Vibe Coding & Verification
AI-assisted programming is not zero-cost programming. The verification stage determines the reliability of output.
ChatGPT × Local Agent Collaboration
Two types of AI tools each have strengths and weaknesses. Finding the collaboration pattern between them is key.
Why PatchWarden
The gap between ChatGPT discussion and local execution inspired the idea of a controllable task channel.