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Summer Contributions - Evals

June 9, 2025 by Jeff Haynie

CommunityEvalsAI AgentsOpen Source

Community Contributions

Here's another great summer contribution from Jason Walkow.

What It Does

Jason's evaluation system uses multiple specialized agents to create a robust, scalable framework for testing AI models against ground truth datasets. Each agent has a discrete task and can pass information to others through the Agentuity key-value store.

It includes a modern React-based web interface that provides:

  • Results Dashboard: View evaluation summaries, detailed results, and real-time progress
  • Dataset Management: Upload and manage evaluation datasets
  • Evaluation Configuration: Set up new evaluations with custom parameters
  • Settings Management: Configure API endpoints and authentication

Get it here: https://github.com/jsw324/evals

Evals

How to Use It

Check the README for more details and to make it your own on Agentuity. It's as simple as:

  • Clone the repo
  • agentuity project import
  • Look at the README for running both the agents and the front end.

Evals

Community Spotlight

GitHub Profile Summary

Jason Walkow's eval system is a robust, modular framework for testing AI models—combining specialized agents, a modern React UI, and Agentuity’s infrastructure to make large-scale evaluation simple and transparent.

Want to contribute to our summer series? Share your Agentuity projects with us on Discord or tag us on social media.

Table of Contents

  • What It Does
  • How to Use It
  • Community Spotlight

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