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Show HN: Remoroo. trying to fix memory in long-running coding agents

4 days ago
  • #autonomous-research
  • #machine-learning
  • #deep-tech
  • Remoroo autonomously conducts research on code overnight, performing edits, tests, evaluations, and reverts to improve results.
  • It contrasts manual ML research, which is slow and often unproductive, with Remoroo's efficient, automated experimentation that yields verified, reproducible outcomes.
  • Users specify a research goal in a file like program.md, and Remoroo plans, edits, trains, and evaluates experiments based on a fixed metric, such as val_bpb.
  • The tool runs multiple experiments, keeping successful ones and discarding failures, with examples showing reductions in validation loss through architecture and schedule searches.
  • Remoroo is billed in credits based on runtime, offers a free tier, and emphasizes verified results over guessing, distinguishing it from typical coding agents.