I Built an Anti-Sycophancy System for My AI Coding Agent
When your AI assistant agrees with everything you say, including the things you get wrong, you have a compliance problem. Here is how I fixed it with hooks, rules, and adversarial agents.
Tagged
Designing interfaces and workflows for AI agent systems. Custom agents, structured governance, and human-AI collaboration patterns.
5 results
Designed a desktop AI agent workspace where teams of AI agents collaborate on projects, with structured context management, sandbox security, and an evidence-backed learning pipeline.

Built a structured AI development workflow with 11 custom agents, 14 skills, and governance framework that evolved over 5.5 months on a production Flutter app.
When your AI assistant agrees with everything you say, including the things you get wrong, you have a compliance problem. Here is how I fixed it with hooks, rules, and adversarial agents.
I have ADHD. Most learning tools ignore that. So I built one that doesn't.
Node graphs demo beautifully with 5 nodes. At 15 they become unreadable. The problem is topology, not tooling.