Mature open-source distributed tracing system.
Need granular visibility into inter-service communication to debug performance regressions.
Require a self-hosted, open-source tracing solution to maintain data sovereignty.
Must identify latency bottlenecks in large-scale distributed systems to improve uptime.
The operational overhead of managing storage backends may distract from core product development.
The interface lacks the intuitive, high-level dashboards required for non-engineering stakeholders.
AI-powered tools that can replace or augment Zipkin
Zipkin is a completely free, open-source project, meaning users only incur costs related to the infrastructure, storage, and engineering time required to host and maintain the system.