DEFINED_TERM: AI AGENT LIFECYCLE

Configurable Agent Governance

Configurable Agent Governance defines how governance profiles, authority limits, tool constraints, context boundaries, and substitution rules remain evidence-linked.

CANONICAL_DEFINITION

Configurable Agent Governance is the practice of making agent governance profiles explicit, evidence-linked, and change-aware. It defines how authority limits, tool constraints, context boundaries, model/runtime substitution rules, review gates, and accepted outcome criteria are configured before and during agent work.

Why it matters

The problem it names is that governance often lives in scattered prompts, policies, runtime settings, and human habits. When configuration changes, the evidence chain may not show what changed, who approved it, or which work was affected.

Why existing approaches are not enough

Configuration files, policies, and dashboards can express controls, but they do not automatically preserve lifecycle meaning. Governance configuration must be linked to intent, authority, evidence, substitution, review, accepted outcome, rollback, and remediation records.

What it is not

Configurable Agent Governance is not a claim that one configuration makes agents legally compliant or safe. It is a lifecycle discipline for making governance settings explicit and inspectable.

How it relates to Agentic Lifecycle Governance

Configurable Agent Governance supports Deterministic Delivery by making lifecycle boundaries explicit before work begins. Governance profiles should state project context, allowed tools and actions, authority limits, model/runtime substitution constraints, review gates, evidence requirements, and acceptance criteria.

How it relates to the GAIC white paper

The configuration layer maps to MROs such as context boundary, authority boundary, substitution record, evidence chain, and accepted outcome. RCCS-M asks whether those objects can be expressed; ALCS asks whether changes to configuration preserve lifecycle coherence.

WHITE_PAPER_SOURCE_TRACE DERIVED

White paper source trace

Configurable Agent Governance is traced to delegated authority, substitution conformance, and ALCS lifecycle coherence.

MRO relation is direct through authority and substitution; ALCS is direct because configuration must preserve lifecycle state after changes.

Governance profiles, tool constraints, and substitution rules need evidence links so a changed runtime does not erase responsibility.

This source trace is author-analytical. It is not legal advice, certification, legal compliance proof, regulator approval, vendor ranking, procurement guidance, or a claim that MPLP is required.

Governance profiles

A governance profile should state the active project context, role owner, allowed tools, permitted actions, confirmation points, evidence expectations, acceptance criteria, rollback path, and substitution constraints.

Configuration must be evidence-linked

If configuration changes without an evidence link, later reviewers cannot know which policy, model, tool, prompt, runtime, or harness state governed the work. Configuration should be part of the evidence chain, not background setup.

Lifecycle responsibility chain

ProfileContext boundaryAuthority limitsTool constraintsSubstitution rulesEvidence linkReview gateAcceptance criteria

Evidence route

The evidence route runs through Authority Boundary, Evidence Chain, Deterministic Delivery, Agent Architecture Governance, Harness Engineering, Cognitive OS, and the GAIC white paper.

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