I built 17 AI tools for developers in 4 months. Here's what I learned about shipping fast.

From idea to 17 production AI tools using Gemini, Supabase Edge Functions, and a brutal focus on shipping. Real numbers, real mistakes, real lessons. Four months ago I had an idea: what if devs could roast their own code with AI, calculate their market salary, simulate interviews, and learn programm