A Darwinian System for Building What Users Actually Want
Karpathy's AutoResearch loop can be extended from model experiments to product strategy, backlog generation, and continuous feature evolution.
Read more →
Humans, Machines And Everything In Between
Here I explore how AI is reshaping software development, share insights from building systems at scale, and dive into the evolving landscape of engineering leadership.
Whether you’re navigating the shift from IC to management, adapting to AI-powered development workflows, or just curious about the future of tech, you’ll find practical insights and honest perspectives here.
The Beginning of Personal Apps
AI agents are replacing collections of consumer apps with software built for your specific life—and the economics finally make this possible for everyone.
Read more →
Specs In, Code Out
How a PRD, seven RFCs, and a bash orchestrator turned specifications into working code without a human touching an editor.
Read more →
Reverse PRD: When the Spec Is Missing
Recover the source of truth from the product, enforce it like coverage, and keep different artifacts in sync.
Read more →
Specifications Are Becoming the Real Source Code
Why clear intent and executable specs are moving to the center of software engineering.
Read more →