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.
Moondream vs GPT Vision vs Gemini: local vision AI that runs on your laptop. Free image captioning, OCR, object detection, and visual Q&A without API costs. Includes Python examples and GitHub repo.
Boost developer productivity with command-line AI tools. Learn Simon Willison's LLM CLI, build custom translation tools, and automate git commits. Practical examples for terminal-based AI workflows.
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.
Comprehensive analysis of AI trends in 2025. Explore market growth, training vs inference costs, NVIDIA dominance, open source vs closed source AI, and global AI competition between US and China.
Complete UV package manager tutorial for Python developers. Learn inline script dependencies, fast virtual environments, and practical shortcuts. Includes code examples and comparison with pip.
Complete guide to secure LLM API key management. Compare OpenRouter vs AWS Bedrock vs Google Vertex AI for production AI deployments with best practices for security, scaling, and cost optimization.
Learn how to build production-ready AI applications with Pydantic AI. Complete tutorial with code examples for structured outputs, dependency injection, multi-agent systems, and error handling.