task-contract

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

Default engineering control for agent work.

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.

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

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

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

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

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

Ensures telemetry proves business outcomes and detects silent degradation, not only process uptime and HTTP errors.

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

Safely plans and verifies schema changes, migrations, dirty-data cleanup, and cross-database preconditions.