MihaiCiprianChezan / Agentic-First-Enterprises

What it does

• Watch the behavioral health of the other roles. This covers drift from goals, hallucination, degraded quality, looping, runaway cost, and policy violations.
• Contain the running flow. Quarantine a flow that loops, that spirals on cost, or that approaches its budget cap. Roll it back to a known-good checkpoint. This is the continuous enforcement arm of the budget guardrails and loop guardrails of
• Maintain the live instance. Adjust configuration and prompts. Reset or restart from a known-good checkpoint. Fail over *provisionally* to a registered known-good implementer or version that is already authorized for the Role. The registry t
• Act on the regression alerts of the Auditor (§11). When the Auditor rates a version as a regression, the Steward is the role that performs the rollback.
• Quarantine a drifting role-holder and flag it for human takeover before it causes harm.