issue-to-production

Default engineering control for agent work.

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.

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.

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

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.

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.

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