Traces Are Not Your Business Logic
Distributed traces track how your system processed a single request — not what your customers did over time. Confusing the two leads to poorly instrumented systems.
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Mukta Aphale
Logs vs Metrics: A Practical Guide for Engineers
Metrics tell you something is wrong. Logs tell you what is wrong. A practical guide on when to use each for effective observability.
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Mukta Aphale
Why High-Cardinality Metrics Break Everything
What actually breaks when teams add high cardinality metrics and why those failures are hard to avoid unless the system is built for it.
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Prathamesh Sonpatki
Mukta Aphale