Mostafa Khalifa

Software, AI, and the business of building things.

I build software and run Pure Metrics AI. This is where I write about the craft: small tools, working with models, and what I learn running a company along the way.

Recent Thoughts (all)

  1. Small Tools, Sharp Edges

    Why I keep reaching for the smallest thing that could possibly work, and what it costs when I don't.

    Building SoftwareAI

Topics

AI
Working alongside models, and what changes when software starts to reason.
Building Software
Notes on the craft: small tools, sharp edges, and code that stays out of the way.
Running a Business
What I'm learning building Pure Metrics AI, one decision at a time.