Flocode: Engineering Insights 🌊

Flocode: Engineering Insights 🌊

#099 - The Self-Improving Loop

What Andrej Karpathy’s autoresearch tells us about engineering judgment

James O'Reilly's avatar
James O'Reilly
Mar 17, 2026
∙ Paid

A note before we start: this is my current interpretation of an actively evolving set of tools and patterns. The landscape is moving so fast, my understanding is moving with it, and some of what I’ve written here will probably look incomplete in twelve months. I’m sharing where my thinking is now, not where it will end up.

User's avatar

Continue reading this post for free, courtesy of James O'Reilly.

Or purchase a paid subscription.
© 2026 James O'Reilly · Privacy ∙ Terms ∙ Collection notice
Start your SubstackGet the app
Substack is the home for great culture