What problem does it solve?
Build a machine-verifiable production release gate system using a structured, 7-phase TDD process. This approach ensures that codebases requiring ship/no-ship decision points for tenant isolation, state consistency, degraded dependencies, workflow smoke tests, agent provenance, or observability can achieve real, verifiable production readiness and replace fragile gate frameworks that create false confidence patterns.
Core Features & Use Cases
- 7-phase release gate process (Purge false-confidence infra, Audit code for gate-relevant constructs, Write failing tests (TDD), Implement remediations until tests pass, Wire gates into CI and Makefile, Validate the full suite, Deliver results)
- Pytest-driven single source of truth for gating with deterministic, reproducible results
- Applies to tenant isolation, state consistency, degraded dependencies, workflow smoke tests, agent provenance, and observability scenarios
- Easy CI integration guided by templates and standard Makefile targets
- Provides auditable gate decisions and artifacts for compliance and traceability
Quick Start
Run the 7-phase gate-hardening workflow to validate production readiness for a given codebase.