Agent Teams
Running coordinated multi-agent systems. Composing specialized agents into a workflow with typed handoffs that survive production.
- Wire agents together with a message bus instead of function calls
A message-bus-coordinated agent system handles stage failures, retries, and back-pressure correctly on every single run, where a human wiring the same coordination by hand would cut corners on the retry logic and regret it in production.
Read → - Author role-specific system prompts that actually change behavior
An agent with a well-scoped role-specific system prompt produces deterministically specialized output on every call, where a human generalist switching between roles loses context and degrades over the day.
Read → - Run a roster of four agents in a single workflow without the wheels coming off
An agent team with well-defined handoffs produces the same multi-step result end-to-end in one minute that a four-person human team takes a full meeting to coordinate, and the agent team doesn't need a meeting.
Read → - Build a research agent team where one agent finds, one verifies, one summarizes
Three specialized agents working in sequence produce verified research in five minutes; one generalist agent doing all three jobs takes twenty minutes and produces ungrounded claims.
Read → - Route customer queries to specialized agents based on intent classification
A router that dispatches to five specialists handles a thousand customer queries per hour with consistent expertise per category, which a single generalist agent handles slower and worse.
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