Jev 1.13 in Practice: I Tested a Decision Model Against Rules and a Local LLM

Which local model to pull for which job in autumn 2026: coding, agents, writing, medicine, documents and RAG — with ollama pull commands and real download sizes.

llama.cpp vs Ollama: Ollama wraps llama.cpp for convenience, raw llama.cpp wins on speed and control. Benchmarks, GPU offload flags, and when each wins.

The best local LLM for coding by VRAM bracket: Qwen3 Coder vs DeepSeek at 8, 12, 16 and 24 GB, the right quant per card, plus a runnable Ollama setup.

A few days ago, I posted a tutorial in the Spring AI Dev community on how to use Anthropic Claude’s...

TL;DR: send previous_response_id to Ollama's /v1/responses and it is accepted, the reply is HTTP 200...

Nova is an open source AI agent with one shared Python runtime behind an HTTP server, web UI, terminal TUI, and desktop app. Here is how it fits together and how to try it locally with Ollama.

I let three different AIs work in my homelab every day — a coding assistant, a second CLI for...

Text to SQL Without Sending Data to OpenAI (Local DuckDB & Ollama Setup) When...

I built a model on top of an Ollama cloud model. Ollama 404'd on a name I never wrote. The bug was six characters long, and it was in the tag.

Choosing between Ollama and vLLM is not simply a matter of asking: Which inference engine is...