database-change-safety

Default engineering control for agent work.

Runs the closed loop from defect discovery through root cause, regression proof, staging, production verification, and recurrence prevention.

Turns an ambiguous engineering request into a bounded, testable task contract for humans or coding agents.

Delegates engineering work with explicit scope, verification, standards, and evidence requirements.

Verifies semantic and behavioral correctness of LLM, retrieval, routing, memory, fallback, and tool-using agent systems.

Detects and prevents drift between backend routes, schemas, serializers, clients, fixtures, migrations, and test harnesses.

Governs replicated entities, async consumers, retries, deletion propagation, dead letters, and reconciliation across service boundaries.

Production bundle combining baseline, issue, contract, deployment, data, configuration, observability, and security controls.

Reviews identity, authorization, tenant scope, service trust, webhooks, signatures, replay protection, and negative security behavior.

Verifies that the exact intended artifact, database state, dependencies, and user path are healthy before and after promotion.

Agent-focused bundle for bounded tasks, safe delegation, contract verification, and production evidence.

AI systems bundle for semantic correctness, observability, security, and distributed state.