Tag

#docker

Local AI in 2026: Ollama, vLLM, Docker Model Runner, and When to Use Each

An honest comparison of local AI tooling in 2026 — Ollama for laptops, vLLM for high-throughput GPU serving, and Docker Model Runner for container-native models, with a decision framework and VRAM sizing advice.

Cover image for Shipping Your MCP Server: Docker, Deployment, and the MCP Registry

9 hours ago 8

AI Python

Shipping Your MCP Server: Docker, Deployment, and the MCP Registry

The last mile: typed settings, a uv-based multi-stage Dockerfile, proxy rules that keep SSE alive, publishing to the MCP registry, semantic versioning, and connecting every client.