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Written by Max Zeshut
Founder at Agentmelt
The coordination of multiple external tools and APIs within a single agent workflow. Rather than calling one tool at a time, an orchestrating agent plans which tools to call, in what order, handles dependencies between tool outputs, and manages failures gracefully. For example, a sales agent might orchestrate CRM lookup, email composition, calendar availability check, and meeting booking in a single workflow—passing data between each step automatically.
An operations agent receives an alert, queries the monitoring API for details, searches the runbook database for the relevant procedure, executes the first remediation step via the infrastructure API, and posts a status update to Slack—all orchestrated as a single automated workflow.