Building a governance demo that proves AI agents can be constrained by explicit policy. 24 scenarios with deterministic outcomes and a drift detection exercise.
Software, security, systems, music.
Robert Ryan Jennings
Web logs of a software development engineer, musician, artist and hockey player.
Essays on software engineering, mobile and backend security, architecture, older systems, and the occasional adjacent obsession.
Content expressed is my own and does not reflect the opinions of any entity.
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24 Scenarios That Prove Your AI Agent Follows Rules
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Building Dubnium: An Agentic Orchestrator
Jul 13, 2026 12:00AM
8 min read
1645 words
How Dubnium is evolving from local model serving into a governed agentic control plane with a supervisor gateway, bounded memory, specialist routing, and deterministic execution boundaries.
Building Dubnium: Scheduling Agentic Work
Jul 13, 2026 12:00AM
10 min read
2083 words
How Dubnium uses declarative schedules, systemd timers, workflow dispatch, and a separate agentic control plane without turning the scheduler into a hidden workflow engine.