Blog

I reviewed an AI-generated recommendation to convert my custom agents into 'captains' that spawn parallel sub-agents. Here's what I learned about factual assessment, corrected parallel structures, sandbox constraints, and when to use this pattern (or keep it simple).

One cybersecurity nerd, one AI coding assistant, one week, 117 commits, 24 pull requests, 17 blog posts, 410 tests at 98% coverage. This is the story of building a production website from scratch with Claude Code, including every mistake, meltdown, and meme along the way.

My journey from running Ollama with Qwen locally (too slow) to setting up an Anthropic account and discovering Claude Code - the AI CLI tool that changed how I build software.