sdlc-observability

Microservices observability is designed by instrumenting services with OpenTelemetry, enabling kernel-level eBPF tracing via Cilium/Hubble, and wiring unified dashboards, alerts, and SLOs aligned to SRE practices.

eBPF-based observability provides low-overhead, kernel-level insights into network and application behavior without sidecars. It is needed for deep visibility in cloud-native environments where traditional instrumentation falls short.

Yes, Cilium and Hubble support sidecar-less mesh patterns to provide eBPF tracing and network flow visibility across serverless and edge environments, ensuring comprehensive telemetry without high overhead.

Unify traces, metrics, and logs by implementing OpenTelemetry semantic conventions alongside a Grafana LGTM stack, enabling error-budget aware alerting and end-to-end dashboards for comprehensive SLO management.

OpenTelemetry is essential for capturing golden signals and structured logging, providing the standardized telemetry data required to define, monitor, and maintain error budgets across distributed systems.

Yes, the observability blueprint supports ML model monitoring and provides integrated cost visibility across platforms, applying unified telemetry design to track performance and resource expenditure.