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Multi-Agent AI Systems
Specialized agents that share a workflow, call tools, and carry a task across more than one step.
Some operations are too branched for a single prompt. sp4rta designs multi-agent systems in LangGraph so each agent has a job, a set of tools, and a clear place in the graph.
The result is orchestration for multi-step business work: research, updates, handoffs, and the APIs those steps need.
How the work is approached
- 01Split the job into roles only where a separate agent reduces confusion.
- 02Give each agent the smallest set of tools that can finish its step.
- 03Persist state so a long workflow can resume and be inspected.
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