What I'm doing now.
I'm building Auton, an agentic dev environment, and writing down what the agents get right and wrong.
Building
Auton (useauton.com): an agentic development environment where Claude Code, Codex and Gemini work side by side in panes you can watch, and you review every change before it lands.
On the side
MunshiPlus (munshi.easybiz.site): a free, offline-first order and collection tracker for Pakistani wholesale businesses, on Google Play.
Working
DevOps and AI platform work at Xceed365, an agentic HR software company: the cloud, the pipelines, and the agent tooling around them.
Writing
Practical notes on AI and DevOps from real work, on LinkedIn, X and Threads, and collected here.