Guillaume Valadon

How Hyperconnected AI Development Creates a Multi-System Secret Sprawl

If you’ve been building artificial intelligence (AI) tools lately, you’ve probably noticed something: Your development workflow has become incredibly connected. Tools such as model context protocol (MCP) sit at the center of it all, acting as the ‘brain’ that orchestrates how your large language model (LLM)-powered projects talk to databases, cloud services, APIs, design tools and messaging platforms. This hyperconnectivity makes rapid integration possible. We can now spin up […]