Governed AI: Harness Engineering

Hosted by Sathyan Nandagopal

Tue, Aug 18, 2026

1:00 AM UTC (1 hour)

Virtual (Zoom)

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What you'll learn

Why architecture beats a sharper prompt

Learn the two-layer model (standing rules vs. hard blocks in code) that keeps an AI coding agent in line when a prompt

A deterministic guardrail, live

Watch an agent try to delete a live secret file and get stopped by an exit code before it runs — the difference between

Ship it in your own setup

Walk away with a starter template you can point your coding agent at that night to add the same block in ~10 minutes

Why this topic matters

Governed AI isn't a buzzword — it's the difference between an agent you demo and one you trust with real actions. The moment an agent can publish, spend, or delete, the question stops being "is the output good?" and becomes "what stops it when it's wrong?" This session gives you the deterministic answer — architecture, not prompts — so you can hand agents real work without holding your breath.

You'll learn from

Sathyan Nandagopal

AI Product Leader & Advisor. Shipped 6 AI products; built '5D Method' & Aegis

See all products from Sathyan

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