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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After Scarcity, Before Sovereignty

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Testing an Agentic Governance Boundary: 7 + 27 + 24 Anthesis Scenarios

Jul 26, 2026 12:00AM
9 min read
1787 words
Testing an Agentic Governance Boundary: 7 + 27 + 24 Anthesis Scenarios
A reproducible walkthrough of the Anthesis Governance Lab: 7 canonical governance scenarios, 27 broader governed-action scenarios, and 24 inference-integrity cases over recorded evidence.

Building Dubnium: An Agentic Orchestrator

Jul 13, 2026 12:00AM
8 min read
1640 words
Building Dubnium: An Agentic Orchestrator
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.