#OpenTelemetry

OpenTelemetry provides vendor-neutral instrumentation for traces, metrics, and logs across distributed systems. Posts cover OTel integration with multi-agent AI frameworks, Kubernetes collector deployment, evaluation pipelines built on OTel spans, and the observability patterns specific to agentic workloads. Topics include custom span attributes for LLM calls, trace-based testing, and exporter configuration for production deployments.

5 posts tagged with opentelemetry. ← All posts

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Pratik Dhanave · ·5 min read

OpenTelemetry

Before OpenTelemetry, instrumenting a system meant picking a vendor and wiring their proprietary agent into all your code — and switching vendors meant re-instrumenting everything. OpenTelemetry ended that: one open, vendor-neutral standard for producing metrics, logs, and traces, so you instrument once and send the data anywhere. It's become the default way to make systems observable.

Before OpenTelemetry, instrumenting meant picking a vendor and wiring their agent into all your code — switching vendors meant re-instrumenting everything. OpenTelemetry ended that: one open, vendor-neutral standard, so you instrument once and send the data anywhere.

#Observability#OpenTelemetry#SRE#Backend Engineering#Reliability

All posts on this site are written by Pratik Dhanave, an Agentic AI Architect with 7+ years building production distributed systems, multi-agent AI platforms, and cloud-native infrastructure. About the author → Each article includes working code, architecture diagrams, and references to the specific frameworks and standards discussed. Browse all posts or explore related topics using the tag cloud above.