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.
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
When Free Executors Cost More: The Free-Executor Paradox in Iterative LLM Code-Repair Loops (paper + reproducibility kit)
Evidence-grounded AI agent for Java code repair with LLM-guided patches and human-in-the-loop review.
Run broken Python code → it fixes itself. Local-first Python runtime repair.
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 AI Code Repair Agent. Finds crashes, compiles code, and fixes bugs in real-time for Python, Rust, Go, & C++.
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