Articles

AI has become incredibly powerful — it can write, code, and reason in ways that felt impossible just a few years ago. But behind that capability is a key limitation most people overlook: AI cannot remember you.Every interaction starts from scratch. No context, no continuity, no memory of your preferences or past decisions. It feels smart in the moment, but stateless over time.

I've been shipping code for years. Things work. Clients are happy. But somewhere along the way I confused being productive with actually getting better — and I'm only just starting to notice the difference.

Model Context Protocol (MCP) is a revolutionary way to connect AI assistants with external systems. Discover how MCP can transform your Umbraco content management workflow.

Combine the power of AI assistants with Umbraco through MCP integration. Automate content creation, generate document types, and manage your CMS with natural language commands.