Blog

Blog.

Engineering insights from the edge of autonomous infrastructure.

AI Is Writing 46% of Your Code. Nobody's Watching What It Breaks.
InnovationFeb 7, 2026

AI Is Writing 46% of Your Code. Nobody's Watching What It Breaks.

We use AI coding tools every day. They're the future. But 46% AI-generated code, 98% more PRs, and 30% more change failures is what that future actually looks like - and nobody's talking about it honestly.

Read article
Your AI Strategy Is a Data Strategy Wearing a Costume
AIJan 14, 2026

Your AI Strategy Is a Data Strategy Wearing a Costume

Most companies think they have an AI problem. They don't. They have a data problem - messy pipelines, no context, garbage semantics - and they're throwing models at it hoping nobody notices.

Postmortem: Reactive Operations
ManifestDec 18, 2025

Postmortem: Reactive Operations

We automated detection twenty years ago (to some extent...) - Investigation is still manual. Here's why that's a problem.