#architecture
3 entries
writing · April 2026
Inference on a Schedule
A nightly CI pipeline that mixes Python and a language model to keep a static site's activity data fresh. The interesting part was discovering which 10% of the work actually needed a model.
writing · April 2026
The Hunt for Leverage
On test frameworks that tell agents what to do next, and the design patterns that make LLM-generated tests actually correct.
writing · March 2026
Go Architecture for LLM-Maintained Codebases
Structural choices in a Go project built mostly by LLMs: making wrong code fail to compile rather than fail code review.