Abstract: Code embedding represents code semantics in vector form. Although code embedding-based systems have been successfully applied to various source code analysis tasks, further research is ...

Master your Copilot code review by effectively structuring instruction files, enabling automation and consistency. Learn best practices for repo-wide and path-specific guidelines. GitHub's Copilot ...

Your browser does not support the audio element. TL;DR: Caching bit shifts looks smart but makes code up to 6× slower. Modern CPUs and compilers make direct ...

Sometimes, reading Python code just isn’t enough to see what’s really going on. You can stare at lines for hours and still miss how variables change, or why a bug keeps popping up. That’s where a ...

Discover strategies to enhance Claude Code's performance for domain-specific coding tasks, including effective configurations and evaluation insights from LangChain's experiments. In a comprehensive ...

What if the key to unlocking the full potential of your AI-powered workflows lies not in adding more tools but in optimizing the ones you already have? For developers and teams using Claude Code, the ...

The performance of mypy is important, and we appreciate contributions that improve the performance of mypy, either overall, or in specific use cases. Contributions that regress performance ...

Discover the best AI coding assistants transforming software development in 2024. Compare GitHub Copilot, Cursor AI, ChatGPT Code, and 12 more tools to boost your coding productivity by 40%. Photo by ...

Have you ever stared at a tangled mess of code, wondering how it spiraled so far out of control? For developers, a broken or poorly documented codebase isn’t just an inconvenience—it’s a productivity ...

Amazon Web Services is building a new AI-powered code-generation tool codenamed “Kiro,” Business Insider reported, citing internal documents it had viewed. The tool can use prompts and existing data ...

Python libraries are pre-written collections of code designed to simplify programming by providing ready-made functions for specific tasks. They eliminate the need to write repetitive code and cover ...

Abstract: Large Language Models (LLMs), such as GPT models, are increasingly used in software engineering for various tasks, such as code generation, requirements management, and debugging. While ...