Provider Independence from Day One

A C# implementation for keeping provider coupling at explicit boundaries while making model capabilities and provider-specific behavior visible.

August 25, 2026 · 12 min · Lukas Walter

Zero to First Agent

How to initialize the Microsoft Agent Framework, connect to Azure, OpenAI or local Ollama models and execute your first asynchronous agent run.

April 16, 2026 · 5 min · Lukas Walter

Debugging LLM Timeouts in .NET

A repeatable local setup for timeout triage in .NET LLM workloads using Aspire, OpenTelemetry, and Ollama.

February 22, 2026 · 5 min · Lukas Walter

Local LLMs in .NET

A minimal .NET starter for running local LLMs with Ollama + OllamaSharp behind IChatClient. No API keys, streaming chat, system prompts, and capped conversation history.

February 8, 2026 · 3 min · Lukas Walter