Agora: Git as Shared Memory for Collective AutoResearch

  • 类型:arxiv
  • 标识:2609.18094
  • 链接:https://arxiv.org/abs/2609.18094
  • 主分类:agent
  • 形态:method
  • TLDR:Autonomous research loops such as AutoResearch show that one coding agent can improve a training setup unattended. Run several of them and each session starts from scratch, so more agents tend to mean more duplicated search rather than more discovery. Agora is a shared memory for such agents: research is recorded as an append-only directed acyclic graph (DAG) stored in Git, so that every claim is a commit anyone can check out and rerun. Each result, insight, hypothesis, verification, and report is an immutable commit whose parent edges say what it builds on; a derived index exposes the frontie
  • 待LLM分类:否
  • 来源文件
  • /inbox/tom/_candidates/2026-09-17-agent-rag-longcontext-candidates.json