Marcin Mazurek

Projects

• Local Sovereign AI #1 — Running Local LLMs →

  How to run open-source LLMs locally with Ollama — privacy, cost, and control.

• Local Sovereign AI #2 — LiteLLM as Your Local AI Gateway →

  A unified gateway in front of all your models — local and cloud — with routing, cost tracking, and fallback logic.

• Local Sovereign AI #3 — RAG on Your Own Data →

  Retrieval Augmented Generation running entirely locally — query your documents without sending anything to the cloud.

• Local Sovereign AI #4 — MCP Protocol Explained →

  The open standard that gives AI agents controlled, auditable access to live data sources — databases, APIs, file systems — without bespoke integrations.

• Local Sovereign AI #5 — Running Open Source Models at Scale →

  vLLM vs. Ollama vs. LM Studio — when Ollama isn't enough and what to reach for when you have real throughput requirements.

• Local Sovereign AI #6 — Local AI Observability →

  Tracing, logging, and monitoring for local LLMs — because AI systems fail silently in ways traditional monitoring completely misses.

• Pyramid builder →

  Pyramid builder.