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Notes on Building Production AI
Practical write-ups on LLMOps, RAG systems, AI governance, and lessons from building enterprise AI platforms.
March 29, 2026 · 7 min read
From Prototype to Platform: A Practical View of LLMOps
Key steps teams often miss when moving from a successful AI demo to a reliable, governed production system.
April 7, 2026 · 9 min read
The AI Governance Questions Every Board Should Be Asking
A practical set of questions boards and executives should be asking about their AI programs — covering risk, compliance, accountability, and operational readiness.
April 21, 2026 · 10 min read
How AI Systems Actually Fail — And How to Test Them for Securityy
Why most AI security approaches fail in production — and how to test systems the way they actually behave.
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