Blog
Notes on measuring what you ship
Engineering leadership, metrics, and the craft of AI web-development.
metrics measurement
You can’t improve what you don’t measure - especially with AI
AI can write a lot of code fast. Whether that code is any good is a different question - and the one that actually matters.
3 min read
engineering leadership
Reclaiming the “feature factory”
“Feature factory” is meant as an insult. We think the problem was never the factory - it was the missing instruments.
3 min read
metrics measurement
What DORA metrics still get right in the AI era
The four DORA metrics predate coding agents - and they hold up remarkably well as a foundation.
3 min read
product planning
Writing product plans your AI agents can actually build from
A vague product plan wastes a human sprint. Handed to an agent, it wastes tokens and ships the wrong thing faster.
3 min read
code quality
Reviewing AI-authored pull requests without slowing down
Agent-authored PRs are often large, plausible, and subtly wrong. Here’s how to review them fast without rubber-stamping.
3 min read