Blog
AI in production · 20 August 2026
When an assistant answers badly, the instinct is to change the model or the prompt. Usually the retrieval was wrong and the model faithfully summarised the wrong thing.
Read more →Architecture · 20 August 2026
Most ledger drift we are asked to fix has the same cause: the write path was not idempotent, and the retry logic was added later to compensate.
Read more →Compliance · 20 August 2026
Recruitment and evaluation systems land in the high-risk tier, which means the obligations attach to how you build, not just to what you publish.
Read more →$ tell us what you're building and where it's stuck
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