AI Coding
(45 articles)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...
Goose vs Claude Code: Why Developers Are Switching to the Free Alternative
In the Goose vs Claude Code debate, developers are increasingly choosing the free alternative. Claude Code costs up to $200/month with rate limits — Goose...
Qwen3.5-9B Crushes GPT on Documents—But Has a Glaring Weak Spot
Benchmark data shows Qwen3.5-9B beats frontier models on OCR and field extraction, yet stumbles badly on tables. Here's the honest breakdown.