Overview

Playbooks orchestrate repeatable workflows. Define inputs, chain agent steps, call tools, and collect outputs you can ship to downstream systems.

Structure

• Inputs: typed fields users or triggers provide.
• Steps: agent actions, tool calls, or transformations.
• Outputs: structured results (JSON, files, links).

Forms and validation

• Build forms for operators with required fields, defaults, and help text.
• Validate before starting runs to avoid failures mid‑workflow.

Approvals and handoffs

• Insert human‑in‑the‑loop checkpoints for sensitive actions.
• Pause and resume runs with full audit trails.
• Escalate to teammates via notifications.

Error handling and retries

• Per‑step retry policy with exponential backoff.
• Fallback branches on tool failure (e.g., alternative provider).
• Dead‑letter outputs for later review.

Reusability

• Export/share playbooks across projects or teams.
• Templatize common step groups and variables.
• Version playbooks to track changes over time.