CODESIM: Multi-Agent Code Generation and Problem Solving through Simulation-Driven Planning and Debugging
Paper
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2502.05664
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Published
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24
Code Agent
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AgentCoder: Multi-Agent-based Code Generation with Iterative Testing and Optimisation
Paper • 2312.13010 • Published • 6 -
HyperAgent: Generalist Software Engineering Agents to Solve Coding Tasks at Scale
Paper • 2409.16299 • Published • 11 -
Vibe Coding vs. Agentic Coding: Fundamentals and Practical Implications of Agentic AI
Paper • 2505.19443 • Published • 15 -
GSO: Challenging Software Optimization Tasks for Evaluating SWE-Agents
Paper • 2505.23671 • Published • 3 -
SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner
Paper • 2506.09003 • Published • 18 -
Skywork-SWE: Unveiling Data Scaling Laws for Software Engineering in LLMs
Paper • 2506.19290 • Published • 52 -
SWE-Perf: Can Language Models Optimize Code Performance on Real-World Repositories?
Paper • 2507.12415 • Published • 42 -
GitChameleon: Evaluating AI Code Generation Against Python Library Version Incompatibilities
Paper • 2507.12367 • Published • 6 -
SWE-Exp: Experience-Driven Software Issue Resolution
Paper • 2507.23361 • Published • 13 -
SWE-Debate: Competitive Multi-Agent Debate for Software Issue Resolution
Paper • 2507.23348 • Published • 11 -
GLM-4.5: Agentic, Reasoning, and Coding (ARC) Foundation Models
Paper • 2508.06471 • Published • 195 -
CoAct-1: Computer-using Agents with Coding as Actions
Paper • 2508.03923 • Published • 14 -
Training Long-Context, Multi-Turn Software Engineering Agents with Reinforcement Learning
Paper • 2508.03501 • Published • 59 -
Agentic Software Engineering: Foundational Pillars and a Research Roadmap
Paper • 2509.06216 • Published • 8 -
SWE-Bench Pro: Can AI Agents Solve Long-Horizon Software Engineering Tasks?
Paper • 2509.16941 • Published • 21 -
Live-SWE-agent: Can Software Engineering Agents Self-Evolve on the Fly?
Paper • 2511.13646 • Published • 8 -
From Code Foundation Models to Agents and Applications: A Practical Guide to Code Intelligence
Paper • 2511.18538 • Published • 283 -
NL2Repo-Bench: Towards Long-Horizon Repository Generation Evaluation of Coding Agents
Paper • 2512.12730 • Published • 43 -
SWE-Bench++: A Framework for the Scalable Generation of Software Engineering Benchmarks from Open-Source Repositories
Paper • 2512.17419 • Published • 9 -
SWE-EVO: Benchmarking Coding Agents in Long-Horizon Software Evolution Scenarios
Paper • 2512.18470 • Published • 10 -
SWE-RM: Execution-free Feedback For Software Engineering Agents
Paper • 2512.21919 • Published • 9 -
Agentic Rubrics as Contextual Verifiers for SWE Agents
Paper • 2601.04171 • Published • 7