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Dev tools · alternatives · 2026

24 alternatives to Evolve

Security Orchestration, Automation and Response

Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. Evolve launched in 2021; newer entries below may have overtaken it.

  1. 1
    Jolt AI▲471

    AI assistant for 100k to multi-million line codebases

    2025 · its alternatives →

  2. 2

    Vulnerability intelligence for real-time threat analysis

    2024 · exploitalarm.com · its alternatives →

  3. 3

    Automated conversion rate optimisation using AI

    2023 · its alternatives →

  4. 4
  5. 5
    Fabraix▲196

    We built Adversarial Cost to Exploit (ACE), a benchmark that measures the token expenditure an autonomous adversary must invest to breach an LLM agent. Instead of binary pass/fail, ACE quantifies adversarial effort in dollars, enabling game-theoretic analysis of when an attack is economically rational. We tested six budget-tier models (Gemini Flash-Lite, DeepSeek v3.2, Mistral Small 4, Grok 4.1 Fast, GPT-5.4 Nano, Claude Haiku 4.5) with identical agent configs and an autonomous red-teaming attacker. Haiku 4.5 was an order of magnitude harder to break than every other model; $10.21 mean…

    May 2026 · fabraix.com · its alternatives →

  6. 6

    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 →

  7. 7

    Space invaders, but the invaders evolve with genetic algorithm - victorqribeiro/invaderz

    2018 · github.com · its alternatives →

  8. 8

    Space invaders, but the invaders evolve with genetic algorithm - victorqribeiro/invaderz

    2019 · github.com · its alternatives →

  9. 9DA

    Hey HN! I've been working on a project called Darwin that I'm thrilled to share with you. Darwin is essentially your GitHub agent powered by large language models (LLMs). It checks out your projects, understands them through natural language prompts, and automates tasks such as fixing issues, documenting code, reviewing pull requests, and more. What drove me to create Darwin was a desire to harness the power of LLMs in a way that's seamlessly integrated with the tools I use daily. The motivation came from my curiosity about what could be possible when writing code that understands code.…

    2024 · darwin-ai.dev · its alternatives →

  10. 10

    Anthropic and OpenAI's publicly available models are explicitly guard-railed so that they refuse offensive tasks. And their cyber-focussed models are gated for enterprises. This leaves SMEs and mid market open to major vulnerabilities. AI can be used as both an adversarial and defensive tool in the world of cyber. A worst case outcome is if only the adversaries have access. Meanwhile, most existing AI cyber tools are just wrappers. The problem is that they still have all the guardrails on from the foundation model where they will inherit its refusals. For this project we've post-trained a…

    Jun 2026 · argusred.com · its alternatives →

  11. 11
    Athenian▲116

    Autonomous improvement for engineering teams

    2023 · github.com · its alternatives →

  12. 12
    Cobalt▲66

    Offensive Security as a Service platform

    2021 · cobalt.io · its alternatives →

  13. 13
    Evolve▲5

    Evolve te ajuda a centralizar feedback de seus usuarios.

    Jan 2026 · evolve-gc.vercel.app · its alternatives →

  14. 14

    Defend your organization's security, by attacking it

    2021 · originhq.com · its alternatives →

  15. 15

    I'm excited to announce the first release of my library, evolved.lua! evolved.lua is a fast and flexible ECS (Entity-Component-System) library for Lua. It is designed to be simple and easy to use, while providing all the features needed to create complex systems with blazing performance. Enjoy!

    2025 · github.com · its alternatives →

  16. 16

    (Evolution API) Envie QR Code's para seu cliente final!

    2024 · evopage.bzsoftware.com.br · its alternatives →

  17. 17EZ
  18. 18

    Gen AI based Scan, Deploy & Protect modern cloud apps

    2024 · pervaziv.com · its alternatives →

  19. 19

    Track, analyze & level up your Brazilian Jiu-Jitsu training

    2024 · its alternatives →

  20. 20
    Evoluto▲15

    Listen. Improve. Evolve.

    2025 · its alternatives →

  21. 21
    Evolve▲12

    Gain mental clarity. Manage your own mental health

    2025 · evolvenow.vercel.app · its alternatives →

  22. 22OS

    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 →

  23. 23

    Build Custom AI Solutions for Your Business in Seconds

    Dec 2025 · joltify.ai · its alternatives →

  24. 24
    Evonx▲2

    AI that understands and evolves your existing software.

    Aug 2026 · evonx.ai · 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 →