I\u2019m the creator of *Awesome-Self-Evolving-Agents*, a curated GitHub repository that compiles the latest papers, frameworks, and tools on *self-evolving AI agents*\u2014systems capable of autonomously improving themselves based on interaction feedback.
I put this together because the field is rapidly evolving and fragmented. I couldn\u2019t 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)\n- Open-source frameworks and tools\n- Implementation case studies (like EvoAgentX)\n- Multidisciplinary applications (coding agents, healthcare, finance, etc.)
Check it out here\u2014no signups or paywalls, just browse: https://github.com/EvoAgentX/Awesome-Self-Evolving-Agents
I\u2019d welcome your feedback: any missing papers, tools, better ways to structure the content, or suggestions for improvement.
Thanks for taking a look!"},"title":{"matchLevel":"none","matchedWords":[],"value":"Show HN: Self-Evolving Agents \u2013 interactive evolving AI agent list"},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["evoagentx"],"value":"https://github.com/EvoAgentX/Awesome-Self-Evolving-Agents"}},"_tags":["story","author_EvoAgentX","story_45099226","show_hn"],"author":"EvoAgentX","children":[45100865],"created_at":"2025-09-02T04:43:46Z","created_at_i":1756788226,"num_comments":1,"objectID":"45099226","points":2,"story_id":45099226,"story_text":"Hello HN,
I\u2019m the creator of *Awesome-Self-Evolving-Agents*, a curated GitHub repository that compiles the latest papers, frameworks, and tools on *self-evolving AI agents*\u2014systems capable of autonomously improving themselves based on interaction feedback.
I put this together because the field is rapidly evolving and fragmented. I couldn\u2019t 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)\n- Open-source frameworks and tools\n- Implementation case studies (like EvoAgentX)\n- Multidisciplinary applications (coding agents, healthcare, finance, etc.)
Check it out here\u2014no signups or paywalls, just browse: https://github.com/EvoAgentX/Awesome-Self-Evolving-Agents
I\u2019d welcome your feedback: any missing papers, tools, better ways to structure the content, or suggestions for improvement.
Thanks for taking a look!","title":"Show HN: Self-Evolving Agents \u2013 interactive evolving AI agent list","updated_at":"2026-03-05T22:36:28Z","url":"https://github.com/EvoAgentX/Awesome-Self-Evolving-Agents"},{"_highlightResult":{"author":{"fullyHighlighted":true,"matchLevel":"full","matchedWords":["evoagentx"],"value":"EvoAgentX"},"comment_text":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["evoagentx"],"value":"(creator here) \nA quick note on why I started this: I\u2019ve been working on EvoAgentX, an experimental framework for self-evolving agents, and quickly realized that there wasn\u2019t 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\u2014if you know of relevant work that isn\u2019t listed, feel free to open a PR or drop a link here.
Also curious: what would make this most useful to you? \n\u2013 more implementation examples? \n\u2013 deeper surveys of theory? \n\u2013 focus on applied domains (e.g. agents for coding, research, healthcare)?
Any thoughts are super welcome. Thanks for reading and for the feedback!"},"story_title":{"matchLevel":"none","matchedWords":[],"value":"Show HN: Self-Evolving Agents \u2013 interactive evolving AI agent list"},"story_url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["evoagentx"],"value":"https://github.com/EvoAgentX/Awesome-Self-Evolving-Agents"}},"_tags":["comment","author_EvoAgentX","story_45099226"],"author":"EvoAgentX","comment_text":"(creator here) \nA quick note on why I started this: I\u2019ve been working on EvoAgentX, an experimental framework for self-evolving agents, and quickly realized that there wasn\u2019t 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\u2014if you know of relevant work that isn\u2019t listed, feel free to open a PR or drop a link here.
Also curious: what would make this most useful to you? \n\u2013 more implementation examples? \n\u2013 deeper surveys of theory? \n\u2013 focus on applied domains (e.g. agents for coding, research, healthcare)?
Any thoughts are super welcome. Thanks for reading and for the feedback!","created_at":"2025-09-02T09:43:04Z","created_at_i":1756806184,"objectID":"45100865","parent_id":45099226,"story_id":45099226,"story_title":"Show HN: Self-Evolving Agents \u2013 interactive evolving AI agent list","story_url":"https://github.com/EvoAgentX/Awesome-Self-Evolving-Agents","updated_at":"2026-03-05T22:36:32Z"},{"_highlightResult":{"author":{"fullyHighlighted":true,"matchLevel":"full","matchedWords":["evoagentx"],"value":"EvoAgentX"},"comment_text":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["evoagentx"],"value":"Imagine an AI system that doesn\u2019t just run on predefined tasks but evolves on its own\u2014constantly adapting to changes and improving itself, without the need for manual tuning. This is EvoAgentX, a groundbreaking open-source AI framework that self-evolves to optimize itself dynamically in real-time."},"story_title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["evoagentx"],"value":"EvoAgentX: The First Self-Evolving AI Agent Framework"},"story_url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["evoagentx"],"value":"https://github.com/EvoAgentX/EvoAgentX"}},"_tags":["comment","author_EvoAgentX","story_44027729"],"author":"EvoAgentX","comment_text":"Imagine an AI system that doesn\u2019t just run on predefined tasks but evolves on its own\u2014constantly adapting to changes and improving itself, without the need for manual tuning. This is EvoAgentX, a groundbreaking open-source AI framework that self-evolves to optimize itself dynamically in real-time.","created_at":"2025-05-19T08:47:21Z","created_at_i":1747644441,"objectID":"44027730","parent_id":44027729,"story_id":44027729,"story_title":"EvoAgentX: The First Self-Evolving AI Agent Framework","story_url":"https://github.com/EvoAgentX/EvoAgentX","updated_at":"2025-05-19T08:48:00Z"},{"_highlightResult":{"author":{"fullyHighlighted":true,"matchLevel":"full","matchedWords":["evoagentx"],"value":"EvoAgentX"},"story_text":{"matchLevel":"none","matchedWords":[],"value":"After several months of development, we\u2019re opening a private beta for HowOne, a platform for building agentic apps that can self-optimise and evolve over time.\nThe core idea: turn an idea into a functioning agent-powered app in minutes. The platform includes users, databases, tools, and payment integration out of the box. No glue code. No infra setup.\nWe\u2019re looking for 300 early technical users(invite code CD0AP6) willing to stress-test the system, break things, and tell us what\u2019s missing. This isn\u2019t a marketing push \u2014 we need real feedback from builders who care about automation, agent workflows, and rapid product iteration.\nBeta includes:\n \u2022 3 months of Pro access\n \u2022 Founding User badge + lifetime discount\n \u2022 Early access to experimental modules\n \u2022 Input on roadmap priorities\n \u2022 Featured slots in the Template Marketplace\n \u2022 1v1 workflow or app-design coaching\nIf you\u2019re building automations, AI tools, or agentic workflows, we\u2019d appreciate your feedback."},"title":{"matchLevel":"none","matchedWords":[],"value":"Show HN: A Self-Evolving Agentic App Builder (Seeking 300 Beta Testers)"},"url":{"matchLevel":"none","matchedWords":[],"value":"https://howone.ai/?invite=CD0AP6"}},"_tags":["story","author_EvoAgentX","story_46156978","show_hn"],"author":"EvoAgentX","children":[46157628,46158963,46159039],"created_at":"2025-12-05T04:58:42Z","created_at_i":1764910722,"num_comments":3,"objectID":"46156978","points":5,"story_id":46156978,"story_text":"After several months of development, we\u2019re opening a private beta for HowOne, a platform for building agentic apps that can self-optimise and evolve over time.\nThe core idea: turn an idea into a functioning agent-powered app in minutes. The platform includes users, databases, tools, and payment integration out of the box. No glue code. No infra setup.\nWe\u2019re looking for 300 early technical users(invite code CD0AP6) willing to stress-test the system, break things, and tell us what\u2019s missing. This isn\u2019t a marketing push \u2014 we need real feedback from builders who care about automation, agent workflows, and rapid product iteration.\nBeta includes:\n \u2022 3 months of Pro access\n \u2022 Founding User badge + lifetime discount\n \u2022 Early access to experimental modules\n \u2022 Input on roadmap priorities\n \u2022 Featured slots in the Template Marketplace\n \u2022 1v1 workflow or app-design coaching\nIf you\u2019re building automations, AI tools, or agentic workflows, we\u2019d appreciate your feedback.","title":"Show HN: A Self-Evolving Agentic App Builder (Seeking 300 Beta Testers)","updated_at":"2026-03-05T23:07:49Z","url":"https://howone.ai/?invite=CD0AP6"}],"hitsPerPage":5,"nbHits":12,"nbPages":3,"page":0,"params":"query=EvoAgentX&hitsPerPage=5&advancedSyntax=true&analyticsTags=backend","processingTimeMS":7,"processingTimingsMS":{"_request":{"roundTrip":19},"fetch":{"query":6,"total":7},"total":7},"query":"EvoAgentX","serverTimeMS":8}