A user who tested nearly every major AI model subscription reports that ChatGPT's $20 plan offers the best value, providing generous access to GPT 5.6 Sol, a state-of-the-art model competitive with th…
A developer critiques AI model verbosity and sycophancy, sharing their use of Strunk & White's "omit needless words" instruction in AGENTS.md. They note OpenAI's new GPT-5.6 docs advise against generi…
A software developer switched from Claude's Opus 4.8 to GPT for work on the Nelson project after Opus began refusing to perform security-related bug verification tasks. The developer found that Opus, …
Developer Joe Swell built flar, a tool to sandbox AI agents using bubblewrap, and discovered that each agent CLI implements history and resume differently, requiring custom backends. He let each agent…
A developer explains how to run large language models locally, recommending Gemma 4 and Qwen 3.6 families for most users with 24-64GB memory, and noting that Gemma 4 31B is best for non-coding tasks w…
A new benchmark test of Ornith 1.0, a model that builds its own task scaffolds, found that providing a full shell and Python environment doubled its bug-finding performance without increasing false po…
A developer created a benchmark to test whether AI models besides Anthropic's Mythos can find security bugs as effectively, using bugs Mythos discovered. The benchmark currently includes nine bugs fro…
A developer building a sprite editor for Commodore 64 games integrated an LLM to automate the tedious process of interpreting sprite sheet layouts, but found that current models struggle with tiny pix…
Self-hosted open models DeepSeek V4 Flash and Qwen 3.6 refuse to generate content about the 1989 Tiananmen Square protests and massacre, while willingly producing poems about other state violence like…