Welcome to my blog! Here you'll find a collection of my thoughts and experiences. I hope you enjoy reading them as much as I enjoy writing them.
Most vision AI tasks don't need GPT or Gemini. Moondream delivers comparable accuracy at zero ongoing cost, runs locally, and handles everything from image captioning to OCR.
How command-line AI tools are replacing web interfaces for developers. Featuring practical automation with LLM CLI, custom translation tools, and git workflow integration.
Master document processing for LLMs with this comprehensive guide covering open-source libraries, premium APIs, and cloud services. Compare PyMuPDF, Unstructured.io, Docling, and LlamaParse for your RAG systems.
Discover how AI is transforming industries worldwide.
Learn how to create and manage Python scripts effortlessly using UV's script functionality. Discover fast dependency management, isolated environments, and practical development shortcuts.
A comprehensive guide to managing AI API keys effectively, comparing OpenRouter, AWS Bedrock, and Google Vertex AI for production-ready AI implementations.
How to build production-ready AI applications with Pydantic AI.