User Guides

Quick Reference

• Total Modules: 2
• Roles: AI Architect, MLOps, Data Scientist
• Last Updated: 2026-05-14

Feature Map

graph TB
    M1["Workflow Management"] --> F1["Run Workflow"]
    M1 --> F2["Review Debate"]
    
    M2["System Observability"] --> F3["Trace Analysis"]
    M2 --> F4["Model Failover Audit"]

Feature List

No.	Feature	Description	Role	Difficulty
1	Run Workflow	Execute complex tasks via agentic swarms.	Architect	🟢 Easy
2	Review Debate	Inspect multi-agent reasoning and consensus.	Architect	🟡 Medium
3	Trace Analysis	Debug step-by-step agent execution.	MLOps	🔴 Hard
4	Kaggle Ops	Push notebooks and track submissions.	Scientist	🟢 Easy

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Available Guides

• Workflow Management
• System Observability