Create AI agent teams and custom skills

Orchestrate and manage multi-stage ML workflow execution

Managing complex multi-stage ML experiments with single invocation.

• · pipeline config
• · stage definitions
• · input data

• · unified stage output
• · consolidated error logs
• · timing metrics

• · data tools
• · ML frameworks
• · infra (DVC, MLflow)

All stage dependencies installed

• · Stage failure halts pipeline
• · config schema mismatch

• · Framework pattern
• · per-stage error handling