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When My AI Blocked Itself: What Constitutional Governance Actually Looks Like in Practice
How-ToMachine Learning

When My AI Blocked Itself: What Constitutional Governance Actually Looks Like in Practice

via Dev.toDariusz Newecki1mo ago

This morning, CORE — my autonomous AI development system — blocked its own self-healing workflow. No human caught it. No alert fired. The constitution did. Here's what happened, why it matters, and what it tells us about building AI agents that are actually safe in production. The Incident CORE runs a dev-sync workflow that automatically fixes constitutional violations in its own codebase — missing IDs, formatting issues, docstrings. It's self-healing: the system finds problems and fixes them without human intervention. This morning it failed with this error: ERROR: file.tag_metadata failed for src/body/governance/intent_guard.py: cannot unpack non-iterable ConstitutionalValidationResult object The self-healing system was trying to tag its own governance files — and the constitutional guard blocked it. Why? Two versions of the same IntentGuard component had drifted apart. One returned a (bool, list) tuple. The other returned a ConstitutionalValidationResult object. The FileHandler was

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