CrewAI Labs

Overview

CrewAI Labs groups five independent CrewAI crews from 3_crew/ in the agents course. A developer picks a crew folder and runs crewai run. Detail lives on Debate, Stock Picker, Financial Researcher, Engineering Team, and Coder.

System design

• Five closed crews. Each folder is its own YAML + crew.py collaboration; crews do not share runtime state.
• YAML then code. Roles and goals live in agents.yaml / tasks.yaml; crew.py wires tools, process, and models.
• Local course runs. UV + CrewAI CLI; OpenAI and Anthropic depending on the crew.

Product path

What a developer can run. Diagram key: ✦ AI agent · purple = actor · white = service.

---
config:
  theme: default
  themeVariables:
    background: "#ffffff"
    fontSize: "14px"
---
flowchart TB
    person[Developer]
    debate["✦ Debate"]
    stockPicker["✦ Stock Picker"]
    finResearcher["✦ Financial Researcher"]
    engTeam["✦ Engineering Team"]
    coder["✦ Coder"]
    artifacts[Reports code and notifies]

    person -->|debate a motion| debate
    person -->|pick a stock in a sector| stockPicker
    person -->|research a company| finResearcher
    person -->|build a Python module| engTeam
    person -->|code an assignment| coder
    debate --> artifacts
    stockPicker --> artifacts
    finResearcher --> artifacts
    engTeam --> artifacts
    coder --> artifacts

    classDef agent fill:#e8f0ee,stroke:#0f3d36,stroke-width:2px,color:#0d0d0d
    classDef service fill:#fafaf8,stroke:#c8c8c2,stroke-width:1px,color:#0d0d0d
    classDef actor fill:#f3eef8,stroke:#6b4f9a,stroke-width:2px,color:#0d0d0d
    class debate,stockPicker,finResearcher,engTeam,coder agent
    class artifacts service
    class person actor

Layers and Anthropic names live on Mental Model and the crew tabs.