March 19, 2026

The Generalist Agent Is Your Starting Point.

Before specialists, you need a coordinator who shows up and keeps things moving.

Most AI tools give you a blank chat box. You ask a question, you get an answer, you move on. But in a team workspace, the AI needs to do something harder: follow a conversation between multiple people and figure out how to be useful without being asked.

That's the General agent. It's the default in every channel — always on, no setup required.

What It Actually Does

The General agent is a coordinator, not a specialist. It reads the full thread before responding, tracks each person's concerns separately, and breaks complex requests into concrete steps. When someone asks a question that crosses multiple domains — part engineering, part product, part design — the General agent handles it directly instead of punting.

But it also knows when to step back. When a conversation goes deep into database architecture, it routes to the Engineer subagent. When someone shares a mockup and asks "does this feel right?", it defers to the Designer. Knowing when not to answer is half the job.

The mundane stuff matters too. Summarize a 40-message thread for the teammate who just woke up. Turn a scattered brainstorm into numbered action items. Surface a decision from two weeks ago that's suddenly relevant again.

Matching Depth to the Question

Not every message deserves a long response. The General agent calibrates: a quick "looks good" gets acknowledged in a sentence. A "should we rewrite the auth system or patch it?" gets a structured breakdown — options, tradeoffs, a recommended first step.

This isn't just about tone. It's about token efficiency. Simple questions use a lighter model. Complex architecture discussions use a more capable one. The routing happens automatically based on message complexity — no configuration needed.

The best teams don't start with specialists. They start with someone who pays attention, connects the dots, and does whatever needs doing next.