From Deterministic Access to Intent-Aware Governance: A Framework for Managing Non-Human Identities, Behavioral Risk, and MCP-Driven Execution in the Agentic Enterprise
One thing that stood out to me is how similar this starts to look operationally to distributed systems once agents become long-horizon and tool-connected.
The observability -> behavioural analysis -> dynamic governance progression feels very analogous to how infra evolved from logs/metrics into circuit breakers and bounded failure domains once retries and cascading failures became systemically dangerous.
Especially interesting that a lot of the instability here seems economic before it becomes outright technical:
recursive retries, context expansion, escalating tool usage, etc.
Feels like runtime governance for agents is slowly converging toward a blend of identity, reliability engineering, and economic control systems.
Really strong framing.
One thing that stood out to me is how similar this starts to look operationally to distributed systems once agents become long-horizon and tool-connected.
The observability -> behavioural analysis -> dynamic governance progression feels very analogous to how infra evolved from logs/metrics into circuit breakers and bounded failure domains once retries and cascading failures became systemically dangerous.
Especially interesting that a lot of the instability here seems economic before it becomes outright technical:
recursive retries, context expansion, escalating tool usage, etc.
Feels like runtime governance for agents is slowly converging toward a blend of identity, reliability engineering, and economic control systems.