zespan-crewai

Observability middleware for CrewAI via Zespan.

Install

pip install zespan-crewai

Usage

from zespan_crewai import ZespanCrewAIListener

# Instantiate once — activates all event listeners automatically.
lumiq = ZespanCrewAIListener(
    api_key="zsp_your_key",
    project_id="your_project_id",
)

# Your crew code unchanged:
from crewai import Agent, Crew, Task

agent = Agent(role="Researcher", goal="...", backstory="...")
task = Task(description="...", expected_output="...", agent=agent)
crew = Crew(agents=[agent], tasks=[task])
result = crew.kickoff()

What's captured

• Crew kickoff start/complete/fail + duration
• Agent execution start/complete/error + duration per agent
• Task start/complete/fail + duration per task
• Tool usage start/finish/error + result per tool call
• LLM call start/complete/fail + model + token counts