Victor Gimael

Seven real AI agent examples—from a sales cycle that runs itself to computer vision that reads a medical test from a phone photo—drawn from workflows CodeLeap has actually shipped for UK businesses.

An AI agent is software that pursues a goal across several steps on its own—reading a request, deciding what to do, and using your tools to act. A plain-English guide to how AI agents work, how they differ from classic automation and chatbots, and where they actually help.

An MCP server connects an AI assistant to your business systems through the Model Context Protocol — an open standard from Anthropic. What it is, how it works, and when you need one.