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@sansah_trading_ltd: Ha Gaduudanaayo @🎀Bella🌬️ @BASHIIR ALI @Carwo samiiro @CARWO SHAMSO @carwo Dahabo Gelle @CARWO CABIR 🦅 @fatush0616256679 @Liibaan kaapo @( CARWO LAASHAARE ) @Banaadir baati @Boqorada stelka @Carwo Iftin Ali Basar @carwogerwenye @carwomuftaax @Maanka4k 📸 @shire @Shukri Ali Kulmiye @Carwo iimaan @CARWO NASTEEX 👗🔥 @CARWO MUMTAAZ
Sansah Trading Co,
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Thursday 04 June 2026 13:08:58 GMT
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jokar😍 :
😇😇😇
2026-06-04 14:19:40
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Logging, Tracing, Metrics Logging Logging records discrete events in the system. For example, we can record an incoming request or a visit to databases as events. It has the highest volume. ELK (Elastic-Logstash-Kibana) stack is often used to build a log analysis platform. We often define a standardized logging format for different teams to implement, so that we can leverage keywords when searching among massive amounts of logs. Tracing Tracing is usually request-scoped. For example, a user request goes through the API gateway, load balancer, service A, service B, and database, which can be visualized in the tracing systems. This is useful when we are trying to identify the bottlenecks in the system. We use OpenTelemetry to showcase the typical architecture, which unifies the 3 pillars in a single framework. Metrics Metrics are usually aggregatable information from the system. For example, service QPS, API responsiveness, service latency, etc. The raw data is recorded in time-series databases like InfluxDB. Prometheus pulls the data and transforms the data based on pre-defined alerting rules. Then the data is sent to Grafana for display or to the alert manager which then sends out email, SMS, or Slack notifications or alerts. #softwareengineer #softwareengineering #developer #architecturedesign #systemdesign #microservicesarchitecture #distributedsystems #microservices #programming #coding #it
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