A practical walkthrough of the full CLAUDE.md hierarchy, using a healthcare startup as the example. Table of Contents Every time you launch a Claude Code session, the agent starts with a blank slate. It doesn’t remember your tech stack, your HIPAA obligations, your naming conventions, or the fact that nobody should ever touch the migrations/ folder without […]
Read More →If you’ve been anywhere near the AI development world lately, you’ve probably heard about MCP — the Model Context Protocol. And your first reaction was probably: “Isn’t this just… an API?” Fair question. Both let systems talk to each other. Both move data around. But MCP and APIs solve fundamentally different problems, and once you see […]
Read More →Listen up, engineers. We are past the “wow” phase. You know what an LLM is. You’ve likely integrated an API, generated some boilerplate code, and maybe even built a RAG pipeline. But here is the hard truth: if you are pasting the exact same prompt into GPT, Claude Sonnet, and Llama using the same strategy, […]
Read More →Cursor IDE integrates several AI models to enhance the coding experience. Here’s an overview of the available models and their capabilities. Available AI Models in Cursor OpenAI Models GPT-3.5 Turbo: A cost-effective model for general coding assistance with good performance across most programming tasks. GPT-4: More powerful than GPT-3.5, with better reasoning capabilities and code […]
Read More →The AI Toolkit for Visual Studio Code is a game-changer for developers and AI engineers looking to simplify the creation of AI applications. This powerful extension streamlines the entire process, from development and testing to deployment, by seamlessly integrating with generative AI models both locally and in the cloud. Supporting a wide range of commercially […]
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