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THE HITCHHIKER’S GUIDE TO THE AGENTIC AI GALAXY (4/5)

8 min read6 days ago

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I Built the Governance Before I Built the Agents

Why good prototypes vanish into the governance black hole, why hallucination stops being funny once the agent can act, and the dozen lines of Python I run inside every Kairos loop

By Nuno Roberto, Chief AI and Data Architect

Three days in, here’s the ground we’ve covered. Part 1 put us on Planet Chatbot, where most companies land and mistake the landing pad for the galaxy. Part 2 turned an answer machine into a work machine and handed it tools, with the warning that one permission scope separates a research assistant from a liability. Part 3 gave the agent memory across three tiers and then watched it multiply into a small society of specialists that behaves a lot like a distributed system.

By this point in a real project, the demo is usually spectacular. The agent plans, retrieves, acts, remembers, and delegates. Leadership loves it. Somebody gives it a codename.

This is the leg of the trip where most of those projects disappear.

Today we cross the two most dangerous regions on the map. The Governance Black Hole, where good prototypes vanish the moment someone asks who’s allowed to do what. And the Hallucination Asteroid Field, where a model being wrong stops being a punchline and starts being an incident with a ticket number.

TL;DR: five things from Part 4 to carry into…

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Chief AI & Data Architect

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