Thoughts on engineering, code quality, and building better software.
A customer service manager with no coding background built an AI agent that checks bills, answers from a knowledge base, asks a human before risky actions, and emails a report. What the workshop taught me.
A six-axis diagnostic you can run on any vibe-coded project — what CRAFTS measures, the prompt itself, and how to read what comes back.
Five patterns that quietly slow vibe-coding down as it scales — and how to keep the speed without the debt.