Oh, sure, I can “code.” That is, I can flail my way through a block of (relatively simple) pseudocode and follow the flow. I ...

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 ...

The way software is developed has undergone multiple sea changes over the past few decades. From assembly language to cloud-native development, from monolithic architecture to microservices, from ...

The difference between a job and a career is what you walk away with when it ends. Here’s how to evaluate if your role and environment are enabling capability building–and if your title is holding you ...

PythoC lets you use Python as a C code generator, but with more features and flexibility than Cython provides. Here’s a first look at the new C code generator for Python. Python and C share more than ...

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 ...

We've decided to retire and archive this project - there's just no safe way to run Python within pyodide safely with reasonable latency. Instead, we're working hard on Monty which should solve the ...

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 ...