How to Make Your Web App Agent Native
A practical, layered blueprint for making your web app easy for AI agents to discover, understand, and safely act on.
A practical, layered blueprint for making your web app easy for AI agents to discover, understand, and safely act on.
I open-sourced my Claude Code plugin that runs a 4-step pipeline: Research, Plan, Implement, Review. It uses Opus for orchestration and Codex for implementation, with independent review loops and full traceability.
A practical guide to the 3-tier documentation architecture that makes AI coding agents work: root CLAUDE.md, task-specific skills, and agent guides with progressive disclosure.
A practical update on my early 2026 workflow with OpenCode and Claude Code, including Ralph loops, human gatekeeping, and reusable agent skills.