AI notes.
What the models actually change about building software, and what they only appear to.
The model isn't the product. The harness is.
Every business can rent the same models. What separates AI that ships from AI that embarrasses you is the code around it: what it's fed, how its work is graded, what it's allowed to touch, and who signs off. We call ours the Harness. Here's what it does and why we built it.
Agent skills run with your permissions. Nobody's checking them.
We ran 32 of the most-starred agent skills through a security scanner. Popularity told us almost nothing about safety — and there's no trust layer for any of it. Here's what we found, and why it's a category waiting to happen.
The open-source signal — and the market data hiding behind no API
We read GitHub's trending charts like a dashboard. This month they're screaming one thing — and there's a platform with no official API quietly sitting on a market-moving data feed.