How we used Honk, Backstage, and Fleet Management to ease the pain of migrating thousands of datasets.

AI agents are transforming the way we build — and even how we think of ourselves as software developers. Both...

The technical and practical rationale for a clear separation between these domains.

The system we built to ensure our AI agents produce predictable, trustworthy code.

We explore context engineering for background coding agents and what makes a good migration prompt.

Thousands of merged AI-generated pull requests and the future of large-scale software maintenance.

TL;DR Spotify’s experimentation platform, Confidence, scaled product decision-making across hundreds of...