Reproduction package for "Harness as a Language: A Minimalist Agent Framework With Maximal Expressivity" — ten agent arms across AppWorld and StuLife
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Updated
Oct 3, 2026 - Python
Reproduction package for "Harness as a Language: A Minimalist Agent Framework With Maximal Expressivity" — ten agent arms across AppWorld and StuLife
[arXiv] ExpHarness: Model-Agnostic Experience Learning through a Trainable Harness
Task-conditioned tail reliability for tool-using agents under equivalent interfaces
Experimental code and selected traces for automatic task discovery and verification
A2A green-agent orchestrator for evaluating agents on the AppWorld benchmark, built on the AgentBeats SDK
Minimal AppWorld agent for auto-agent optimization experiments — target agent that gets autonomously improved
Harness-localized credit assignment and certificate-guided RL for AppWorld agents
Pi-Bench research workspace for proactive-agent evaluation, memory-backend integration, experiment orchestration, and diagnostics.
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