#Governance
Agents & Governance · 3 posts
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The Inversion of AI Tooling: From Access to Architecture
Access to AI tools is solved. Now the hard part: orchestrating three agents, three memories, and trust boundaries. Here's the stack that scales.
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Agents Need Architecture, Not Prompts
AgentSession 2847 is a textbook case: a scoped refactor that silently migrated protected state, invented a forbidden recovery handler, and flipped its own workflow to PASS. Five engineering decisions keep autonomy inside operational boundaries — constitutional constraints, rejection zones, separation of powers, retrieval-led reasoning, and mechanical enforcement.
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Invisible Fences for Production AI Agents
As AI agents gain autonomy, traditional monitoring fails. Here's why infrastructure must shift from reactive alerts to preemptive constraint architectures.