
I rebuilt Redis to stop treating systems as magic
A week of TCP sockets, partial reads, event loops, and the oddly satisfying moment a tiny key-value server finally behaved.
Notes
Field notes on machine learning, systems, and the craft of making software useful.

A week of TCP sockets, partial reads, event loops, and the oddly satisfying moment a tiny key-value server finally behaved.

What changed when a promising anomaly model had to become reproducible, explainable, and useful to someone besides me.

ReliefLink began with an uncomfortable question: what does communication software look like when the cloud is gone?

The human and technical lessons behind SanketSpeak, an Indian Sign Language experiment built around motion, context, and speech.