Abstract: Producing executable code from natural-language directives via Large Language Models (LLMs) involves obstacles like semantic uncertainty and the requirement for task-focused context ...

A general-purpose Claude Code action for GitHub PRs and issues that can answer questions and implement code changes. This action intelligently detects when to activate based on your workflow ...

Job shops don’t mass produce parts — they mass produce setups. Here’s how Sanks Machining has streamlined setup in its shop.

Gscrib is a powerful Python library for generating G-code for CNC machines, 3D printers, and other automated devices. It provides a comprehensive set of tools for creating, transforming, and ...

Let me be clear about something upfront: I cannot code. I don't mean "I'm rusty" or "I dabbled in Python once." I mean I have never written a functioning line of code in my life. The last time I ...

Goose acts as the agent that plans, iterates, and applies changes. Ollama is the local runtime that hosts the model. Qwen3-coder is the coding-focused LLM that generates results. If you've been ...

I use coding agents every day. I haven’t written a line of code for any of my side projects in many weeks. I don’t use coding agents in my day job yet, but only because the work requires a deeper ...

Apple is bringing agentic coding to Xcode. On Tuesday, the company announced the release of Xcode 26.3, which will allow developers to use agentic tools, including Anthropic’s Claude Agent and ...

As the CTO responsible for the performance of our technology organization, I want to share a strategic perspective on the Vibe Coding trend that has profoundly influenced development culture and ...

Vibe coding is a new way to create software using AI tools such as ChatGPT, Cursor, Replit, and Gemini. It works by describing to the tool what you want in plain language and receiving written code in ...

AI is already having a seismic impact on how software is written, with much of the grunt work of programming now performed by swarms of agents and subagents. But as developers experiment with new ...