Multi-Agent Systems Explained: Coordinator Pattern, Task Tool & Context Injection

As AI applications become more powerful, developers often discover a problem: One AI agent is not always enough. A single agent can answer questions, use tools, and complete simple tasks. But what happens when the task becomes very large? For example: Writing a complete market research report Analyzing hundreds of documents Collecting data from multiple sources Researching and summarizing complex topics One agent can quickly become overloaded. This is where Multi-Agent Systems become us...