Harness Toolbox/Autonomous SWE agents/china-qijizhifeng/agentic-harness-engineering

china-qijizhifeng/agentic-harness-engineering

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.

View on GitHub →
PythonMIT
Stars
749
Δ 7d
+24
Δ 30d
+161
Age
2 mo
Last push
32d ago
8226164112050Apr 27Jun 7Jul 17
90-day star history

Most-wanted open issues

Ranked by 👍 reactions. 3 open issues total, checked 2026-07-17.

Alternatives in Autonomous SWE agents

omo/lazycodex: The coding agent for tokenmaxxers;the one and only agent harness for complex codebases. For you…

66.0k
TypeScript
7 mo

Clone any website with one command using AI coding agents

28.5k
+1,0967d
TypeScript
4 mo

Symphony turns project work into isolated, autonomous implementation runs, allowing teams to manage work inste…

26.0k
+1077d
Elixir
4 mo

SWE-agent takes a GitHub issue and tries to automatically fix it, using your LM of choice. It can also be empl…

19.8k
+737d
Python
2 yrs

"DeepCode: Open Agentic Coding (Paper2Code & Text2Web & Text2Backend)"

16.1k
+537d
Python
1 yr

The best way to get AI coding agents to solve hard problems in complex codebases.

11.1k
+207d
TypeScript
1 yr