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The self-improving sandboxed and open-source AI agent. With persistent memory and scheduling.

9 starsPython

Sandboxed agent that improves its tools, prompts and adapts to failure

by grimm8000·Apr 3, 2026·2 points·1 comment

AI Analysis

●●SolidWizardryBold Bet

Writes errors to adaptation.json so it never makes the same mistake twice.

Strengths
  • Permanent error learning stored in adaptation.json beats transient retry loops
  • Generates new Python tools on the fly and registers them immediately
  • Live virtual desktop with browser and terminal you can watch in real time
Weaknesses
  • Zero stars and closed contributions limit community validation and iteration
  • Alpha status with no demonstrated real-world task completion benchmarks
Category
Target Audience

AI developers, automation researchers, agent framework builders

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Devin · OpenHands · AutoGen

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