Case Study: Sentry achieves automated bug fixes with Claude Managed Agents

Sentry helps developers accelerate debugging and ship fixes faster with Claude

Sentry, a software monitoring platform, faced a challenge in closing the loop between identifying software bugs and actually fixing them. Their AI tool, Seer, could already use Claude to diagnose issues, but developers still had to context-switch and write the code themselves, creating a time-consuming handoff.

By implementing Claude Managed Agents, Sentry gained a secure, managed agent runtime to automate the entire process. This allowed them to build a workflow where Claude automatically creates a merge-ready pull request from a bug diagnosis. The solution was integrated by a single engineer in weeks instead of months, eliminated the overhead of maintaining custom infrastructure, and enables the efficient processing of over one million root cause analyses a year.

Sentry

Tillman Elser

Senior Engineering Manager