Engineering insights, tool updates, and developer ecosystem news.
Ollama and llama.cpp make local inference genuinely usable now, not just a curiosity. Here's what hardware you actually need, how quantization trade-offs work, and where local models still lose badly to Claude and GPT.
A practical guide to what's actually worth instrumenting on the frontend, how to sample instead of collecting everything, and how to avoid dashboards nobody looks at.
