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Agents & automation

ag2ai/Agents_Failure_Attribution

Benchmark for automated failure attributions in agentic systems (🏆 ICML 2025 Spotlight)

MITPython
Stars
398
Forks
32
Open issues
3
Last push
8mo ago

About Agents_Failure_Attribution

Agents_Failure_Attribution is a free, open-source AI agent tool by ag2ai, written mainly in Python. Benchmark for automated failure attributions in agentic systems (🏆 ICML 2025 Spotlight). It has 398 GitHub stars and 32 forks, and was last updated 8mo ago. It's released under the MIT license, a standard open-source license.

License
MIT
Language
Python
Stars
398
Last update
8mo ago
Runs on Mac
Not stated
GPU
Not stated
Paid API key
Not stated
Self-hostable
Yes

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Agents_Failure_Attribution FAQ

Is Agents_Failure_Attribution free?

Yes. Agents_Failure_Attribution is open source and free to use. It's released under the MIT license, a standard open-source license.

Does Agents_Failure_Attribution run on a Mac?

The project doesn't say. Check its installation guide before you start.

Does Agents_Failure_Attribution need a GPU?

The project doesn't state hardware needs. AI models generally run much faster with a GPU.

Is Agents_Failure_Attribution still maintained?

It was last updated 8mo ago. Check recent issues on GitHub to judge how active it is.

What are alternatives to Agents_Failure_Attribution?

Similar free, open-source tools include hermes-agent, ruflo, autogen, anything-llm.

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