AI agents 10 min read
Multi-agent systems explained: one agent or several?
One AI agent or a team of specialists? How multi-agent systems split work, hand off and share memory, when they beat a single agent and when they don't.
AI agents
Ideas and research on always-on agents.
AI agents 10 min read
What is MCP (Model Context Protocol) in simple words?
MCP is an open standard for plugging AI agents into tools and data. How it works, its security risks, and whether your small business needs it.
AI agents 6 min read
Are AI agents safe? What to check before you give access
AI agents are safe enough for business work when their access is limited and risky actions need your OK. The real risks, and a checklist before you connect one.
AI agents 7 min read
How do AI agents work? Memory, tools and approvals explained
An AI agent is a language model in a loop: it plans, uses tools, checks the result and remembers. Here are the six parts of an agent and how they fit together.
AI agents 6 min read
AI agents vs chatbots: what's the difference?
A chatbot answers questions; an AI agent completes tasks by using tools, remembering context and acting on its own. Here's the difference, with examples.