ClawGuardian operates above autonomous agents, governing how execution occurs rather than generating outputs. As systems become more autonomous, failure modes emerge quietly—loops form, execution escalates, and costs increase without control. ClawGuardian enforces structure at runtime, applying limits and maintaining stability before these conditions expand.

Without governance, autonomy degrades.