Architecture decisions before scale
The highest-leverage architecture work usually happens before traffic, complexity, or team count forces the issue.
Blog
Notes from architecture, delivery, and AI systems work.
A small set of field notes on technical decisions, delivery shape, and where systems usually become harder than they need to be.
Delivery systems that keep moving
A delivery system should make progress easier to sustain, not create a second job around reporting progress.
Where AI workflows actually break
Most AI workflow failures do not come from the model alone. They come from weak boundaries around data, ownership, and review.
