AgentDepotAisle 07 · Engineering & IToncall-runbook-drafter-agent
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On-Call Runbook Drafter Agent

Replaces a $65k DevOps Engineer by auto-drafting incident runbooks from logs and post-mortems.

The Problem

Engineering teams waste hours manually writing runbooks after incidents, duplicating effort across on-call rotations. A mid-level DevOps engineer or SRE spends 10-15 hours per month documenting procedures that could be extracted from existing logs and post-mortems. Without structured runbooks, on-call engineers repeat the same troubleshooting steps, extending incident resolution time.

The Outcome

The agent ingests incident logs, error traces, and post-mortem documents, then auto-generates step-by-step runbooks with root causes, remediation steps, and escalation paths. It formats runbooks as markdown or wiki pages, tags them by service and severity, and surfaces them in your incident management tool so on-call engineers find them instantly during future incidents.

Day in the Life
1.
Mon 9am: Incident post-mortem uploaded → agent extracts timeline, root cause, and fix steps → drafts runbook with decision trees
2.
Wed 2pm: Production logs from database timeout incident fed to agent → generates troubleshooting runbook with queries and thresholds → publishes to wiki
3.
Fri 4pm: Agent scans 3 recent incidents → consolidates overlapping runbooks → flags gaps in coverage → notifies team of new procedures ready for review
Deploy Specs
Runtime
python
Pattern
native-agent
Tier
medium
Setup Time
hours
Integrations
via Composiomanual setup
DatadogSplunkPagerDutyGitHubSlackConfluence
GitHub Source
Repository
Stars
0
License
MIT
Last Commit
Replace
DevOps Engineer
$78,000/yr
AgentDepot · Solo plan
$99/month
Save $76,812/yr · 65.7x cheaper
14-day free trial · No credit card
Also Replaces
×PagerDuty Runbook Module $99/mo
×Notion (runbook overhead) $10/mo
Not Technical?
Concierge Setup — $499

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