Manas MahapatraEngineering notebook

I build across the stack, from AI and runtime to the infrastructure no user ever sees. At every altitude engineering turns out to be one thing: take something uncertain and make it safe to build on.

This is where I work that out in public, before I'm sure of it. Mostly notes to myself. You are welcome to read over my shoulder.

Writing

One problem at a time.

Jul 16, 2026Building in public

Remocal: a staging slice per developer

Preview environments rot because they are shared and expensive to keep honest. A per-developer staging slice - remote truth, local compute - gives everyone a private, high-fidelity environment without the maintenance tax.

environments
developer-experience
systems