Why Telling an LLM to Be Careful Doesn't Work: Penalty Prompts Had a 0% Abstention Rate

Running local LLMs via Ollama, LM Studio, or llama.cpp usually starts with the same guessing game:...

Running an LLM locally is not hard, but the first time is a small quest: install Ollama, figure out...

Run a Local LLM with Ollama from C# and ASP.NET Core Run a local LLM with Ollama and...

Originally published by Alicia on 2 November 2026 at Digital Garden. Original measurements and...

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine I...

# Build RAG in C# with ASP.NET Core and Qdrant Build RAG in C# with ASP.NET Core, Qdrant and Ollama:...

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine ...

Ollama runs AI models on your computer, but on its own it can only chat. Here's how to turn it into a local AI agent that can search the web, work with your files, and run tasks, with no code and no API bills.

Haunted Terminal: a ghost in your shell that whispers about your commands using a local, offline Gemma 3 via Ollama.

🦥 The Dreaded Chore: Why Humans Shouldn't Triage Support Tickets October 20 was...