EngineeringEngineering

Automated Bug Triage & Assignment

A bug report lands, instantly categorized, assigned to the right engineer, with the full codebase context they need to fix it.

  • -85%Assignment Latency
  • 20+ hrsTriage Time Saved/Week
  • EliminatedEngineer Context Loss
Connected systems:
  • LinearLinear
  • GitHubGitHub
  • SentrySentry
  • SlackSlack
  • NotionNotion

Support tickets pile up because engineers don't know what to prioritize. Omnithium watches for new bug reports in Linear, automatically categorizes them by severity, cross-references GitHub commit history to assign to the original author, provides a summary of recent related Sentry errors, and pings the engineer in Slack with full context, all without a triage meeting.

Step 1 of 4: New Bug Report in Linear
Live

Live Agent Workflow Engine

New Bug Report in Linear
Ticket Created

Customer or QA team submits bug with reproduction steps.

Awaiting boss approval
Human approval for a sensitive action

P0 critical bugs trigger on-call engineer notification 24/7.

#ops-approvalsOmnithium Guardrail • Now

High-Value Refund Intercepted (#SH-98402)

Customer: Sarah M. | Amount: $280.00 USD | Risk Score: 0.02 (Low)

Performance & Control

Fast execution after approval
Policy checks on every run
Handles high request volumes
Human approval for sensitive actions

Projected Savings Calculator

500 tasks per week, 425 hours saved per month, $229,500 Annual Savings
Hours Saved / Mo
425 hrs
Annual Savings
$229,500

Ready to use this playbook in your environment?

Connect the systems involved and keep sensitive actions behind human approval.

Related Playbooks