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Sentry is a software monitoring platform that ingests billions of events daily, giving development teams deep context to debug production issues. After deploying Claude for root cause analysis through their Seer agent, Sentry extended the workflow using Claude Managed Agents to generate merge-ready pull requests automatically — closing the loop from detection to fix without custom agent infrastructure. The result: over 1 million root cause analyses processed annually and reviews on over 600,000 pull requests each month, shipped by a single engineer in weeks instead of months.