Governed autonomy is not a product category. It is an engineering discipline. These papers establish the argument, define the architecture, and demonstrate the practice.
Two documents. The first argues why behavioral governance alone cannot scale — and what architecture must replace it. The second specifies what valid implementation requires.
Autonomous agents require a control plane that is separate from the acting system, deterministic in its authority, and continuously observable by a human principal. This control-plane pattern is not new. Distributed software systems have already developed much of it. The discipline has not yet been applied to autonomous AI agents. That is the gap.
Updated in v2.2: the composition problem — when individually compliant actions form collectively invalid sequences — addressed in a new section and ninth implementation criterion.
Read the Paper →“The question of command is not a behavioral question. It is an architectural one.”
“The agent acts. The system governs. The principal commands.”
Where the argument becomes law. The AgentVector Codex is the constitutional specification that every jurisdiction implements — the criteria by which any valid implementation can be evaluated.
The constitutional framework underlying every jurisdiction: composable Laws, language-specific enforcement kernels, and domain governance for governed autonomy. The Codex does not argue for governance. It specifies what governance requires — in terms precise enough to be evaluated, audited, and replayed.
Eleven Laws in four groups. Three enforcement kernels. Four reference domain jurisdictions. Each implementation is evaluable against the nine criteria defined here.
Five essays making a single argument from different angles, written for platform engineers who know Kubernetes and are beginning to grapple with AI agents in production.
How the constitutional architecture works in production — observed from building it.
Seven specialized agents, a constitutional constraint layer, and pre-commit enforcement. What the workflow caught, and what it revealed about governing the development process itself.
PendingYour observability stack watches infrastructure. It does not watch agency. The governance gap is real, growing, and structurally invisible to every standard monitoring tool in your stack.
PendingThese papers are the intellectual foundation of the consulting work. If the argument resonates, the services are how it gets implemented.