Making Ideas To Impact
I shipped a PR last month that broke staging for 20 minutes. Why shipping fast matters more than over-optimizing your code A teammate spotted it in 30 seconds — a missing await on an async call that ruff and my linter didn’t catch. That stung. But it also made me rethink my review pipeline. Instead … Read more
I built a self-hosted AI Instagram carousel generator in one weekend. The whole thing runs on Next.js, Docker Compose, and Google Gemini — and it ships a 10-slide carousel from a one-line prompt to a scheduled Instagram post without me touching it after I hit submit You have done this grind: stare at a blank … Read more
The $5 VPS died in 2025. Most people have not noticed yet because the marketing pages still show the price. What the pages do not show is that the $5 tier now ships with 1 GB of RAM, a shared vCPU, and an egress cap that turns your service off the moment someone shares a … Read more
I get 47 tech newsletters a day. I read 3 of them. The other 44 are read by an AI that scores each one against a 4-line prompt and only surfaces what is relevant to me. This is not a productivity hack. This is a Saturday afternoon project that took 200 lines of Python and … Read more
Why I Stopped Optimizing My AI Agent and Started Shipping It Your AI Agent Is Bleeding Money — here’s how to fix it before it costs you more. In the first quarter of this year, I spent 90 days tuning an AI agent. I rewrote its prompt three times. Changed the memory backend twice. Added … Read more
How I Built a $0/Month Blog Stack From My Home Lab I opened my Cloudflare billing page last week. The number at the bottom was $0.00. Not “we will charge you on the 30th” zero. Actual zero. My blog served 50,000 sessions in the previous month. 1.2 TB of traffic. Two cron jobs a day. … Read more