Build log
Notes from production
Weekly build logs and engineering notes – what shipped, what broke, and why the harness was designed that way.
August 2026 · 5 min read
Context as code: how we run every project from four files
Every AI session starts with no memory of the last one. We stopped fighting that and wrote the memory down instead – four plain-text files per project that brief any engineer or agent in a minute. The same pack is what a client receives at handover.
Read →August 2026 · 4 min read
Where to start with AI in a small business: one person, or one shared process
Most small firms arrive at AI with a vague brief: we should be doing something. The useful first question is narrower – are you speeding up one person, or changing one process everyone touches? The answer decides what to build, what it costs, and what has to be true about your data first.
Read →June 2026 · 4 min read
Evals before launch: testing agent behaviour like code
The difference between an AI demo and an AI system is not the model – it is whether anyone can prove the system still works after something changes. Here is how we gate releases on evals across three production systems.
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