If you have run a local LLM with Ollama or llama.cpp, you know it works very well — for one or two people. When demand becomes an API that must handle dozens of simultaneous requests, the situation changes: the GPU sits idle waiting, memory becomes fragmented, and throughput plummets. That is precisely the problem … Read more
On October 24, 2015, GruPy-SP (with InteropMIX) heard Fabio Franco Costa discuss data science without slides promising “you will be a scientist in three months.” The argument fits in one sentence: data science is a method for thinking about problems, not a stack. The video is on the LinuxPro channel. Below is the talk’s message — … Read more
Learning Python from beginner to professional on Linux starts in the terminal — not in a playlist from 2017. In September 2026, the stable series is 3.14 (3.14.7 on August 5); 3.15 is already a release candidate. The list … Read more
