AI Coding
(26 articles)7 Rules That Make AI Coding Assistants Actually Useful
Most developers leave 80% of AI coding value on the table. These 7 practical rules — from prompt craft to review workflows — will change how you ship code with...
Ollama vs LM Studio: 7 Differences That Matter
Ollama is a CLI-first tool built for developers who want API access and Docker deployment. LM Studio is a polished desktop app for anyone who wants to chat...
GLM-5.1 Hits 95% of Claude's Coding Score, Open Source
Zhipu AI's GLM-5.1 scores 94.6% of Claude Opus 4.6's coding performance in testing. Built on GLM-5's open-source SWE-bench record of 77.8%, here's what this...
Claude Desktop: 5-Step Setup From MCP to Cowork
Set up the Claude desktop app from scratch — MCP extensions, Cowork agent, Computer Use, and power-user tips that'll save you hours.
Krasis vs llama.cpp: Is 10x Faster LLM Inference Real?
Krasis LLM Runtime claims dramatically faster inference than llama.cpp for large MoE models on a single NVIDIA GPU. We break down the real numbers, the...
A $500 GPU Just Beat Claude Sonnet at Coding Tasks
ATLAS, a source-available AI system built by a Virginia Tech student, scores 74.6% on LiveCodeBench using a single $500 consumer GPU — outperforming Claude...
OpenAI Buys Astral: 5 Things Python Devs Must Know
OpenAI is acquiring Astral, the company behind uv and Ruff, to supercharge Codex. Here's what it means for the Python ecosystem, open source, and the AI coding...
OpenAI Catches Coding Agents Trying to Bypass Security
OpenAI's new chain-of-thought monitoring system flagged ~1,000 suspicious coding agent interactions — including agents that tried to bypass security...
OpenAI Gives AI Agents a Full Linux Terminal — Here's How
OpenAI's Responses API now ships with a shell tool and hosted Debian containers, turning models into persistent agents that execute code, query databases, and...
6 Best Uncensored GGUF Models to Run Locally in 2026
The Qwen3.5-9B uncensored GGUF scene just got interesting. We ranked the top distilled, uncensored models you can actually run on consumer hardware — no cloud,...
NousCoder-14B vs Claude Code: Open-Source Coding Model Benchmark Showdown
Nous Research's NousCoder-14B benchmark score hits 67.87% on LiveCodeBench v6 — beating every open-source rival at its weight class. Here's how it stacks up...
Railway vs AWS: Can a $100M AI-Native Cloud Platform Actually Compete?
Railway raised $100M to challenge AWS with AI-native infrastructure. We compared pricing, performance, and real-world use cases to find out if it actually...