Abstract: Refactoring is crucial for maintaining a project, but it requires developers to understand code structure and system design principles well. Recent research on Large Language Models(LLMs) ...
We evaluate DeepCode on the PaperBench benchmark (released by OpenAI), a rigorous testbed requiring AI agents to independently reproduce 20 ICML 2024 papers from scratch. The benchmark comprises 8,316 ...
Abstract: Authorship attribution has become increasingly accurate, posing a serious privacy risk for programmers who wish to remain anonymous. In this article, we introduce SHIELD to examine the ...
🚀 Version 0.3.8 - Rust-Native Multi-Agent Orchestration with Advanced Features ccswarm is a high-performance multi-agent orchestration system built with Rust-native patterns. It coordinates ...
Microsoft has launched Visual Studio Code version 1.107 as part of the November 2025 update. And, it’s all about agents. Microsoft is clearly steering VS Code toward a multi-agent workflow that feels ...
With Visual Studio Code 1.107, developers can use GitHub Copilot and custom agents together and delegate work across local, background, and cloud agents. Just-released Visual Studio Code 1.107, the ...
The latest monthly update to Visual Studio Code, version 1.107 (the November 2025 release), continues Microsoft's focus on AI-assisted workflows with expanded multi-agent orchestration across local, ...
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