Insights
Field notes from the frontier.
Operating ideas, architecture deep-dives, and policy commentary from the Codesurance team.
Architecture12 Mar 2026 · 9 min
The reference stack for production AI in 2026
A practical breakdown of the layers, vendors, and design choices that distinguish prototype AI from production AI.
Read →Agents21 Feb 2026 · 7 min
Why agent evals are the new unit tests
Static unit tests cannot capture agent behavior. Here is the eval architecture we use across every Codesurance build.
Read →Assurance30 Jan 2026 · 11 min
A practitioner’s guide to AI audit trails
What an audit trail must contain to hold up under regulatory and internal scrutiny — with concrete schema examples.
Read →Strategy08 Jan 2026 · 6 min
Where AI compounds: our sector bets for 2026
Healthcare, finance, education, the green economy, and frontier — why we believe these are the right surfaces for assured AI.
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