Building AI engineering for developers, founders, and teams. Founded by Abhijit Kalta — MS Data Science (University of Arizona, Tucson) — 12 years in production engineering, the last 3 exclusively on AI agents.
I spent three years building agents with whatever model was trending on Hacker News. Switched every quarter, chasing benchmarks, and every switch cost a week of prompt rewrites.
Then I stopped following leaderboards. Started tracking what actually worked for the agents I shipped. The difference was not the model. It was the architecture.
The framework traps you. The harness frees you. Most teams learn this after something breaks in production.
Abhijit Kalta — MS Data Science, University of Arizona. 12 years in production engineering, the last 3 exclusively on AI agents.
Every post on this site builds from real projects, not from reading papers. The API bills are real. The bugs are documented. The code ships.
One workflow, one agent, ship in 14 days. Fixed price, no scope creep. The agent does one thing well. Not a Swiss Army knife.
The Vertical Agent Method. Named so you can reference it, copy it, or argue with it.
SHIP. BUILD. THINK.
73 posts, each from a real build. Documented as it happened, not polished after.
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Practical posts on shipping agents, automating work, and building in public. No hype, no fluff.
Contact: [email protected]