I use Claude Code every day, and it’s honestly hard to go back. Not because it writes code for me (lots of tools can do that). It’s because Claude Code makes me feel like I’m running a small engineering team inside my terminal: fast exploration, soli...
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 ...
The digital-transformation wave that defined the last decade is now cresting into something bigger: a shift from automation by rules to automation by understanding. Large Language Models (LLMs) and “agentic” AI tools—software agents that can plan and...