Running Giant LLMs on Small GPUs: When the Bottleneck Moves from VRAM to NVMe
For years, the rule seemed clear: if you wanted to run large language models locally, you needed a lot of VRAM. There was not much room for debate. A consumer
Category: Development
When an INT comes back to haunt you 16 years later: the Wise lesson in real technical debt
Technical debt does not always come from an obvious bad practice or a last-minute shortcut. Sometimes it comes from a perfectly understandable decision made at the very beginning of a
Google’s DESIGN.md aims to give coding agents a real understanding of design
As coding agents become more capable, one weakness is becoming harder to ignore: they can generate working interfaces, but they still struggle to preserve visual consistency, brand tone, and design
OpenMythos tests the theory that Claude Mythos thinks in loops
Anthropic has not published the internal architecture of Claude Mythos Preview. What it has confirmed is that this is its most powerful model to date, that access remains limited to
MCP Isn’t Dead, but It Now Demands Real Architectural Judgment: A Practical Guide for Sysadmins and Developers
In systems administration and software development, the real issue with MCP is not that it is “dead,” but that it has stopped being a simple novelty and has become a
Fernando Tellado’s AI Skills repo turns GitHub into a practical knowledge base for ChatGPT and Claude
As AI assistants become more deeply embedded in development, content creation, and marketing workflows, the real question is no longer whether they can help, but how reliable that help actually
RepoLens promises 280 AI agents to audit code, but it is not for everyone
The idea is instantly appealing to any technical team with too little time and far too many reviews waiting in the queue: unleash a kind of swarm of Artificial Intelligence
GitHub Tightens Copilot and Confirms Cheap AI Is Over
GitHub has taken a step that many in the industry had been anticipating for weeks: it has paused new sign-ups for Copilot Pro, Pro+, and Student, tightened usage limits for
FFF, the viral code search tool challenging the reign of regex
In recent weeks, a code search tool called FFF has become one of those rare projects that jump from a niche developer audience to a viral phenomenon almost overnight. On
oMLX turns Apple Silicon Macs into serious local AI infrastructure
Running local AI on a Mac has usually meant choosing between convenience and control. Developers could get a model running quickly, but once they tried to use that setup for
You might be interested in...
