For a company like Instacart, one of the largest grocery delivery services in the US, a single bug in the codebase could impact millions of customers, shoppers, and their orders. When it came to a major release last year, Instacart’s infrastructure engineering team realized their existing workflow for monitoring the health of hundreds of microservices was no longer sustainable. They needed a better way to detect issues in their codebase before they impacted users.