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268 starsTypeScript

I built an open harness that excels at autonomous ML research

by snwy·Mar 12, 2026·2 points·0 comments

AI Analysis

●●SolidShip ItNiche Gem

Multi-machine SSH support lets agents run overnight without exiting the loop.

Strengths
  • SSH multi-machine orchestration is genuinely useful for distributed training workflows.
  • Metric parsing and comparison tools built directly into the agent loop.
  • Memory system prevents agents from losing context across long-running sessions.
Weaknesses
  • No permissions or security model — agent runs completely unrestricted on your systems.
  • Autonomous research agents are a crowded category with many established alternatives.
Category
Target Audience

ML researchers and engineers running experiments

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Karpathy's autoresearch · Devika · OpenHands

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