Notes from the AI-augmented trenches.

Things I'm learning while building. Claude Code workflows, MCP experiments, performance debugging, and the stuff that doesn't fit on a portfolio card.

• April 12, 20267 min readAIClaude

  I cut PR review cycle 50% with Claude — here's the actual setup

  An n8n workflow + Claude Sonnet 4.6 + a tuned reviewer prompt now drafts inline review comments on every PR within 30 seconds of opening. Humans focus on judgment, not null checks.

• February 28, 20266 min readMCPClaude

  Why I built an MCP server that lets Claude see my React app

  Stop screenshotting your component tree to debug bugs. An MCP server + in-app agent gives Claude direct access to your running React app's fiber tree, props, hooks, and store state.