Official repository for the paper "LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code"
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Updated
Jul 16, 2025 - Python
Official repository for the paper "LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code"
Exploring and improving the quality of ChatGPT-generated code for LeetCode programming tasks.
Repository-level automated code repair agent using SWE-Bench dataset
基于 AI Agent 服务自动化修复系统:Agent 自动读取错误日志,定位 Bug,生成补丁,运行测试,提交 PR,并通知开发者 Review。AI-powered auto-fix agent for web services: analyzes logs, patches code, runs tests, and creates pull requests automatically.
Gymnasium RL environment for training LLM agents to autonomously debug and fix Python code with secure sandboxing and test-driven feedback.
Trusted autonomy T&E runtime that links mission needs, hazards, scenarios, telemetry, evidence, verification reports, and hash-chained ledgers so AI/autonomous decisions can be reviewed instead of merely trusted.
A reliability layer for AI-built systems: detect failures (tests or runtime drift), reproduce, repair one ticket at a time behind an approval gate, and prove the fix. The safety boundaries most AI agents skip.
🦑 CT 11 — Secure Self-Learning Repair Agent. Droste Fusion. 4 Engines. Reflection Engine. 9/10 Benchmark.
PyPatch— OpenEnv RL environment where AI agents debug & fix buggy Python code across 3 difficulty levels.
When Free Executors Cost More: The Free-Executor Paradox in Iterative LLM Code-Repair Loops (paper + reproducibility kit)
5-agent LangGraph system that autonomously resolves GitHub issues, benchmarked across single-agent baseline, paid API, and open-weight HPC configurations on SWE-bench Lite
Run broken Python code → it fixes itself. Local-first Python runtime repair.
Evidence-grounded AI agent for Java code repair with LLM-guided patches and human-in-the-loop review.
OpenEnv-based reinforcement learning environment for automated Python code debugging and repair.
AI proposes. Humans decide. Source-available AI assurance/control plane for governed code change: agent identity, scoped authorization, policy gates, PR/CI evidence binding, replayable evidence bundles, chained receipts, traceability, and human review.
Broken code indentation repair tool with automatic language detection
Autonomous GitHub issue → validated patch pipeline: LangGraph agents research, plan, and generate search-replace patches, validated in a Docker sandbox (pytest · ruff · mypy), with structured retry feedback and auto PR creation.
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