Feature: Runbook Agent

Auto-translates runbooks.

Overview

The Nova runbook agent converts human-written runbooks into automation that the agent can execute. Static runbooks rot; an agent that runs the runbook with human-in-the-loop review keeps the runbook honest and reduces toil.

• Auto-translates runbooks. Markdown runbooks become executable steps; the human-readable doc is also the executable.
• Step-level review. Operator reviews each step before execution; preserves trust; the agent never surprises the operator.
• Production-safe. Approval gates on destructive actions; matches production reality; the agent never auto-restarts a service.
• Audit trail plus per-step rollback. Every step recorded for investigation; idempotent steps where possible.

The approach

The practical approach: human-in-the-loop on every step, approval gates on destructive actions, audit logging end-to-end, per-step rollback for safety, documented agent boundaries. The team’s discipline produces safe automation.

• Human-in-the-loop. Operator reviews steps; preserves trust; the agent does not race ahead of the operator.
• Approval gates. Destructive actions require explicit approval; produces safety; "delete," "restart," "rollback" all gate.
• Audit logging. Every step recorded with input, output, and operator approval; supports investigation.
• Per-step rollback. Idempotent steps where possible; the agent can undo what it did.
• Document the agent. Per-runbook agent boundaries committed to the repo; supports operational reviews.

Why this compounds

Runbook agent discipline compounds across runbooks. Each automated runbook reduces toil; the team’s automation surface grows; runbook drift becomes detectable when the agent fails to execute.

• Reduced toil. Automated runbooks free engineers; the toil that the runbook captured is now mechanical.
• Faster incident response. Agent runs while humans investigate; the boring steps complete in parallel with the analysis.
• Better consistency. Agent runs the runbook the same way every time; humans drift, the agent does not.
• Institutional knowledge. Each run teaches operational patterns; the agent’s execution log informs future runbooks.

The runbook agent is a product feature that pays off across years. Nova AI Ops invests in operator-friendly automation as a first-class surface.