What This Stack Does
Agentless uses a localize-then-repair pipeline to fix GitHub issues at $0.34 average cost. Incident.io provides AI SRE that investigates alerts and drafts fix PRs. Aviator manages merge queues to ensure fixes deploy safely. Sentry detects errors in production to trigger the resolution pipeline. Goose provides autonomous AI coding agent capabilities for complex fixes.
The Bottom Line
The pipeline: Sentry detects production issues, Incident.io investigates and correlates with deployments, Agentless generates targeted patches for well-defined bugs, Goose handles complex multi-file fixes, and Aviator ensures fixes merge safely through the queue. The stack reduces mean time to resolution by automating each step of the issue lifecycle.