I'm not a programmer, but I tried four vibe coding tools to see if I could build anything at all on my own. Here's what I did and did not accomplish.

In everyday use, Tabby works how you'd want a coding assistant to work. For one, it doesn't operate like a chat assistant ...

Abstract: This paper investigates the distributed set-membership filtering for a class of discrete systems over wireless sensor networks. A new type of coding ...

read_file: Read file contents with flexible line range control edit_file: Make precise edits to files with clear instructions Supports complete file replacement ...

The only problem? There is already a fantastic fully-featured plain-text editor that has been available for years that is ...

Reinforcement learning in 2025 is more practical than ever, with Python libraries evolving to support real-world simulations, robotics, and decision-making systems across industries. Modern RL ...

Abstract: Recently, neural network-based in-loop filters have been rapidly developed, effectively improving the reconstruction quality and compression efficiency in video coding. Existing deep in-loop ...

CodeLayer is an open source IDE that lets you orchestrate AI coding agents. It comes with battle-tested workflows that enable AI to solve hard problems in large, complex codebases. Built on Claude ...