Show HN: Self-Evolving Agents – interactive evolving AI agent list

https://github.com/EvoAgentX/Awesome-Self-Evolving-Agents

2•EvoAgentX•5mo ago

Hello HN,

I’m the creator of *Awesome-Self-Evolving-Agents*, a curated GitHub repository that compiles the latest papers, frameworks, and tools on *self-evolving AI agents*—systems capable of autonomously improving themselves based on interaction feedback.

I put this together because the field is rapidly evolving and fragmented. I couldn’t find a single, organized overview spanning foundational theory, architectural patterns, open-source frameworks, and implementations. This repo fills that gap, with structured sections such as:

- Conceptual frameworks and surveys (2025 papers included) - Open-source frameworks and tools - Implementation case studies (like EvoAgentX) - Multidisciplinary applications (coding agents, healthcare, finance, etc.)

Check it out here—no signups or paywalls, just browse: https://github.com/EvoAgentX/Awesome-Self-Evolving-Agents

I’d welcome your feedback: any missing papers, tools, better ways to structure the content, or suggestions for improvement.

Thanks for taking a look!

Comments

EvoAgentX•5mo ago

(creator here) A quick note on why I started this: I’ve been working on EvoAgentX, an experimental framework for self-evolving agents, and quickly realized that there wasn’t a single place to keep track of the growing ecosystem around agent self-improvement. New papers and demos were coming out every week, but scattered across arXiv, GitHub, and Discord threads.

This repo is my attempt to organize the chaos. I update it regularly and would love for it to become a community effort—if you know of relevant work that isn’t listed, feel free to open a PR or drop a link here.

Also curious: what would make this most useful to you? – more implementation examples? – deeper surveys of theory? – focus on applied domains (e.g. agents for coding, research, healthcare)?

Any thoughts are super welcome. Thanks for reading and for the feedback!