Alternatives

Products that do what Agent Tuning, using recursion to achieve predictable agent output does

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

   2017 · github.com

2. 2IE
   Ingot, evidence-gated optimization and version control for agent skills▲7

   Jul 2026 · github.com

3. 3OS
   Open Source Reinforcement Fine-Tuning for Your Agents▲5

   2025 · augento.ai

4. 4AA
   Agent Armor, a Rust runtime for enforcing policies on AI agent actions▲7

   Apr 2026 · github.com

5. 5AR
   Agent-run – Run a coding agent in a sandboxed environment▲8

   Jul 2026 · github.com

6. 6BA
   Build Autonomous Economically-focused Agents using the AEA framework▲5

   2021 · github.com

7. 7NS
   Nerve – self hosted runtime for AI agents▲6

   May 2026 · github.com

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

   Jul 2026 · runmirrors.com

9. 9GA
   Galdor – a Go LLM agent framework with built-in tracing and replay▲7

   Jun 2026 · github.com

10. 10AA
    Aiomas – An asyncio based library for multi-agent systems in Python▲7

    2015 · bitbucket.org

11. 11OA
    Orpheus, An Agent runtime that scales on queue depth and not CPU▲6

    Feb 2026 · github.com

12. 12AT
    Agent-to-code JIT compiler for Z3-theorem-proving agents▲6

    Nov 2025 · github.com

13. 13CA
    Coding agent with algebraic memory (VSA) instead of RAG▲5

    Jun 2026 · github.com

14. 14SU
    Skill-up – Regression testing for Agent Skills▲5

    Jul 2026 · github.com

15. 15CM
    Codingagents.md – The open directory for AI coding agents▲5

    Feb 2026 · codingagents.md

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