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Bring your own agent and build a self-improving agentic system. Automatically mine failures, optimize the agent harness, and gate against regressions.
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Latest capture 2026-07-15 03:09
6 captures since 2026-05-23
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Scanned 2026-07-15 03:09
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autonomous harness engineering
Continual harness optimization
Meta Harness Implementation
Official AHE code — Agentic Harness Engineering: observability-driven automatic evolution of coding-agent harnesses (concurrent w/ meta-harness). NexAU-AHE reaches 84.7% ± 2.1 pass@1 on Terminal-Bench 2 (GPT-5.5). Lifts GPT-5.4 69.7→77.0% over 10 iters, beats Codex/ACE/Training-Free GRPO; frozen harness transfers to SWE-bench-Verified.
An agent benchmark with tasks in a simulated software company.
Fully autonomous & self-evolving research from idea to paper. Chat an Idea. Get a Paper. 🦞
