
AI · Explainer
Local LLMs for Coding: Context Is the Wall, Not the Model
Ollama gives a card under 24GB a 4k context. Its own docs say coding agents need at least 64k. That gap is why local coding disappoints.
Models, tools, and the hype gap between them.

Ollama gives a card under 24GB a 4k context. Its own docs say coding agents need at least 64k. That gap is why local coding disappoints.





