Self-evaluation

2 items

ARTICLEDEV.to AI·5/10/2026

I open-sourced a 3-agent blind eval team. Any agent runtime can call it for pre-commitment review of its own plans.

An open-source, 3-agent blind evaluation workflow, released this weekend, allows any AI agent runtime to pre-commit review its plans via an HTTP endpoint. This system addresses the issue of models reliably self-evaluating by providing an external, blind primitive for honest assessment.

Open Source evaluation Self-evaluation Workflow

ARTICLELangChain Blog·7d ago

Introducing Rubrics: Build Agents that Evaluate and Correct Their Work

Deep Agents introduces RubricMiddleware, a new tool designed to add a self-evaluation loop to AI agent runs. It allows agents to evaluate and correct their work based on a set rubric and grader, ensuring reliable outputs for critical tasks.

Middleware Self-evaluation Deep Agents AI reliability

Introducing Rubrics: Build Agents that Evaluate and Correct Their Work