My AI agent's CI bill was 6× higher than my last project's. Here's the spec I wrote to fix it.
For three months I let Claude Code and Cursor drive a real
production project — a small B2B SaaS, Next.js on Vercel, Postgres
on Neon, three engineers and two designers. By week two, the AI
agents were producing code maybe three times faster than the team






