Blog
Notes on AI infrastructure and the businesses that run on it.
What we're learning building custom deployments — written here first, sometimes shared on LinkedIn or X.
July 14, 2026
Why most AI pilots never ship
The demo works. The pilot works. Then it sits in a folder for six months. Here's the pattern we see across every failed rollout — and the fix that actually holds.
Read postJune 27, 2026
The real cost of per-token pricing
Per-token APIs feel cheap until your usage scales. We ran the numbers on a client's support workflow — here's where the math stops making sense.
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