Agentic Harness Engineering

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    "slug": "china-qijizhifeng-agentic-harness-engineering",
    "name": "Agentic Harness Engineering",
    "description": "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.",
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    "repository": "https://github.com/china-qijizhifeng/agentic-harness-engineering",
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    "Coding agents workflows",
    "Claude Code teams",
    "teams that value GitHub adoption signals",
    "Inspect source files",
    "Explain architecture",
    "Patch bugs and verify changes",
    "Inspect repository metadata",
    "Compare code changes"
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    "Financial research output is not financial advice; require human review before any live investment decision",
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