In the past few weeks, I've embarked on an exciting journey that reshaped how I use AI in software development. Initially, my focus was on prompt engineering, a widely discussed technique where carefully crafted prompts help AI models produce better ...
That’s exactly what I set out to do—transforming a single-provider AI demo into a flexible, production-like playground that supports local models with Ollama, and remote models with GitHub Models and Azure AI Foundry deployments. Along the way, I exp...
Introduction These days, everyone seems to be talking about MCPs and agentic workflows in the context of AI-driven software development. Rather than add another technical deep dive to the pile, I’ll skip the detailed explanation of what an MCP is—if ...