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autoresearch

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What if the AI agent guessed first? 251 experiments. The predicting agent adapted to a 5x compute shift on try one. The reflecting agent took 7. The searching agent never caught up.

  • Updated Mar 10, 2026
  • Python

Give AI coding agents (Claude Code, Cursor, Aider, Codex) a structured autonomous loop with guardrails — boundaries, verification gates, self-healing, and autonomous remediation. Zero dependencies. Inspired by Karpathy's autoresearch.

  • Updated Mar 14, 2026
  • Python

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