Uber Automates Dependency Analysis Across Its Service Mesh

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Posted on Fri Oct 16 2026 | 8:09 pm

Uber has developed an automated dependency analysis system that uses RPC middleware and production metrics to correlate caller and downstream failures. The approach classifies dependencies as fail-close, fail-open, or unknown and addresses limitations of sampled distributed tracing for rare failures across Uber’s large service mesh.

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