Sudoboat
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INSIGHTS · BLOG

Notes from
shipping production AI.

Field reports from the engineering team on taking AI to production.

Start with the reference architecture behind every agent we ship, or see how we apply it in AI agent production hardening.

Reference architecture

How to build a production-scale AI agent.

The five-layer architecture behind every agent we ship: rails, gates, observability and the improvement loop — with tool choices for every step.

Karthi Balakrishnan · 13 min2026.07.18
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