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Utilities for registering and managing lifecycle event listeners to track system-wide activity.
Distinguishing note: Focuses on persistent, system-wide lifecycle monitoring rather than scoped or transient event handling.
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CrewAI is a multi-agent orchestration framework designed for building autonomous systems that execute complex, multi-step workflows. It provides a development platform where specialized agents are defined with specific roles, goals, and tool sets to perform tasks collaboratively. By leveraging a declarative workflow engine, the system manages task dependencies, state transitions, and execution logic, allowing for the creation of structured, stateful sequences of operations. The framework distinguishes itself through its hierarchical management capabilities, which utilize manager agents to coo
CrewAI registers custom handlers for lifecycle events on a central bus to monitor and respond to system-wide activity.