AI · alternatives · 2026
24 alternatives to GSEP - "Genomic Self-Evolving Prompt"
AI agents that evolve their prompts like DNA
Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes.
- 1
Agents Capable of Self-Editing Their Prompts / Python Code - aymenfurter/microagents
2023 · github.com · its alternatives →
- 2
- 3
MiniMax M2.7▲378Self-evolving AI model powering autonomous agents
Mar 2026 · agent.minimax.io · its alternatives →
- 4GenFuse AI▲691
Automate any work with AI agents. No technical skills needed
2024 · genfuseai.com · its alternatives →
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Qodo Gen▲428Agentic coding to generate confidence, not just code.
2025 · marketplace.visualstudio.com · its alternatives →
- 7AG
2010 · puremango.co.uk · its alternatives →
- 8GB
2025 · attentionmech.github.io · its alternatives →
- 9
- 10
- 11
Google's AI map of every possible human DNA mutation
Sep 2026 · blog.google · its alternatives →
- 12AG
2016 · leverlabs.io · its alternatives →
- 13
Hey HN, I've been working on an open-source framework for creating AI agents that evolve, communicate, and collaborate to solve complex tasks. The Evolving Agents Framework allows agents to: Reuse, evolve, or create new agents dynamically based on semantic similarity Communicate and delegate tasks to other specialized agents Continuously improve by learning from past executions Define workflows in YAML, making it easy to orchestrate agent interactions Search for relevant tools and agents using OpenAI embeddings Support multiple AI frameworks (BeeAI, etc.) Current Status & Roadmap This is…
2025 · github.com · its alternatives →
- 14
Biologically-inspired memory for AI agents. Decay, retrieval strengthening, consolidation. Zero dependencies. - kitfunso/hippo-memory
Apr 2026 · github.com · its alternatives →
- 15
Explore California on one interactive map. Compare counties and cities side by side across housing costs, household income, educational attainment, school performance ratings, race/ethnicity breakdown, age distribution, poverty rates, crime rates, population, density, temperature, sunshine hours, 18
2021 · trekhleb.dev · its alternatives →
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The AI agent for synthetic data generation
Nov 2025 · tonic.ai · its alternatives →
- 18
Contribute to sacert/Genetic-Hello-World development by creating an account on GitHub.
2017 · github.com · its alternatives →
- 19
at a pub in london, 2 weeks ago - I asked myself, if you spawned agents into a world with blank neural networks and zero knowledge of human existence — no language, no economy, no social templates — what would they evolve on their own? would they develop language? would they reproduce? would they evolve as energy dependent systems? what would they even talk about? so i decided to make myself a god, and built WERLD - an open-ended artificial life sim, where the agent's evolve their own neural architecture. Werld drops 30 agents onto a graph with NEAT neural networks that evolve their own…
Feb 2026 · github.com · its alternatives →
- 20
A research project simulating the evolution of virtual corals - 2018.
2018 · joelsimon.net · its alternatives →
- 21
An AIMGP (Automatic Induction of Machine code by Genetic Programming) engine - evoasm/evoasm.rb
2016 · github.com · its alternatives →
- 22
Hi HN, Gentrace is our new evaluation and observability tool for generative AI (open beta). Generative pipelines are hard to evaluate because outputs are subjective. Lots of developers end up just doing “gut checks” on a few inputs before shipping changes, or they build up a spreadsheet of test cases that they manually run through the pipeline. Some companies outsource filling out the spreadsheet. However, in any of these cases, you end up with a very slow and expensive process for evaluation. At one point, we did this too. Gentrace is the result of a pivot; it was an internal tool we used…
2023 · gentrace.ai · its alternatives →
- 23OS
Everyone saw the AlphaEvolve hype. I got obsessed with how it might work under the hood and decided to just build it myself. My setup uses GPT-4.1 to mutate matrix multiplication code, guided by a bunch of hand-crafted mutation strategies (loop reordering, tiling, Strassen, etc.). Each candidate is evaluated on both speed and accuracy. Then I apply Pareto selection with crowding distance to evolve better ones over generations. I ran into all the usual LLM reward hacks-returning the input, calling np.dot, etc. So I forced primitive-only implementations and tightly constrained the mutation…
2025 · its alternatives →
- 24
Hi HN! After a year of R&D at Inria (the French national lab), we have just open-sourced Ebiose. Ebiose is a distributed, Darwin-style playground where AI architect agents design, test, and improve other agents. Instead of AI built behind closed doors, anyone can spin up a forge, state a problem, and watch candidate agents compete until the fittest survive. An example instruction given to an Ebiose forge: "Build a LangGraph agent that processes SaaS customer refunds directly through our ERP, escalating to a human for edge cases. Use the following tools: ERP API, email/Twilio…
2025 · github.com · its alternatives →
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Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →