This post walks through a layered performance investigation that cut PSE-kafka's infrastructure costs by 83% and ended a run of 19 P1 incidents.

PSE-kafka (price-search-engine-kafka) is an internal microservice. It consumes hotel price Kafka messages and pushes ads to an external Ads service, which drives real revenue for trivago. But the service had a few persistent problems.