self-critique-verification

What problem does it solve?

Structured design and quantitative validation of self-critique loops within LangGraph-based workflows to reduce defects and improve reliability.

Core Features & Use Cases

• LangGraph-based loop templates (generate → test → route) with retry and escalation.
• Structured test runner and fix agent interactions to automatically improve outputs.
• A/B style evaluation with acceptance criteria to quantify defect reduction and performance.
• Near-miss trigger tests to validate escalation paths and safe fallbacks.

Quick Start

Configure and run a LangGraph self-critique loop validation in your project.