Why AI context degrades — and the architectural fix that actually works

Every team that works with AI long enough hits the same wall. The sessions start sharp. The model knows the project, produces relevant output, picks up where you left off. Then, somewhere around promp...

Building with no audience, no signal, and no external pressure

Building with no audience, no signal, and no external pressure. What that's actually like. There's ...

The real cost of a broken handoff — and why it never shows up in your retrospective

The retrospective says: miscommunication. Misaligned expectations. Unclear requirements. It never s...

Gestalt is live. What building it revealed about the problem it solves

I built Gestalt because I kept running into the same wall. I was building multiple products simulta...

What SR-SI actually is - and why I stopped explaining it as an AI trick

For the past year, whenever I described SR-SI to someone, I'd watch their eyes settle on the wrong t...