Alternatives

Products that do what Reflexio does

Behavioral learning that makes AI agents better over time Discussion | Link

1. 1AP
   A Platform for Many-Agent Reinforcement Learning▲18

   2017 · github.com

2. 2AM
   A memory learning layer for AI agents to learn on the job▲6

   Jan 2026 · versanovatech.com

3. 3MT
   Mirrors – test AI agent changes by replaying production traces▲8

   Jul 2026 · runmirrors.com

4. 4NS
   Nerve – self hosted runtime for AI agents▲6

   May 2026 · github.com

5. 5AF
   A framework that makes your AI coding agent learn from every session▲8

   Feb 2026 · github.com

6. 6IE
   Ingot, evidence-gated optimization and version control for agent skills▲7

   Jul 2026 · github.com

7. 7UE
   Unspaghettit – executable behavior specs for AI coding agents▲5

   May 2026 · github.com

8. 8MC
   Mnemosyne – Cognitive memory OS for AI agents (zero LLM calls)▲5

   Feb 2026 · github.com

9. 9AA
   Agentic AI framework specialized in DX and function calling▲8

   2025 · github.com

10. 10OS
    Open Source Reinforcement Fine-Tuning for Your Agents▲5

    2025 · augento.ai

11. 11TA
    TensorForce: A TensorFlow library for applied reinforcement learning▲7

    2017 · reinforce.io

12. 12HA
    Hebbs – a single-binary memory engine for AI agents – sub-10ms▲6

    Mar 2026 · github.com

13. 13TA
    TaskPeace – a task queue my AI coding agents pull work from over MCP▲7

    Jul 2026 · taskpeace.com

14. 14TE
    The Extensible, Multi-Agent Personal AI Sidekick▲5

    Feb 2026 · github.com

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