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World Congress 2022 • Jun 15, 2022

Telemetry without the 'Tool Tax'

Ben Greenberg

Stop paying the observability tool tax. OpenTelemetry eliminates vendor lock-in, letting your team route telemetry data anywhere with a simple YAML file—no code changes required.

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#1 about 2 min

The shift from simple web frameworks to modern complexity

Web development evolved from basic server-side scripting into highly complex engineering ecosystems.

#2 about 4 min

Four dimensions driving modern software architecture complexity

Distributed architectures, containerization, orchestration, and demanding uptime requirements necessitate advanced tooling.

#3 about 3 min

The discovery of observability and the paradox of choice

The overwhelming number of observability tools creates cognitive load for engineers seeking system health insights.

#4 about 2 min

Using OpenTelemetry as a single vendor-agnostic code dependency

Unified standards capture essential application data without locking teams into a specific backend.

#5 about 3 min

The origin story and unification of OpenTelemetry standards

OpenTracing and OpenCensus merged under the Cloud Native Computing Foundation to eliminate divided instrumentation standards.

#6 about 2 min

Lowering cognitive load through unified open instrumentation standards

Open standards for metrics, logs, and traces streamline development workflows similar to API specifications.

#7 about 4 min

Core architectural components of the OpenTelemetry data pipeline

Telemetry data journeys from application code through APIs, language-specific agents, and collectors before reaching exporters.

#8 about 3 min

Differentiating between traces, spans, and aggregated application metrics

End-to-end request tracing provides deeper contextual insights compared to capturing aggregated snapshot data over time.

#9 about 2 min

Implementing tracing and metrics code with OpenTelemetry APIs

Developers can implement practical exception tracing and system load aggregation using well-documented specifications.

#10 about 2 min

Owning telemetry data to avoid backend vendor lock-in

Teams retain the freedom to route and export telemetry directly to custom solutions or external observability providers.

#11 about 2 min

Configuring telemetry data exporters through standard YAML files

Simple endpoint definitions and authorization headers stream application metrics reliably to external services.

#12 about 3 min

Reducing devops tool proliferation to prevent engineer burnout

Relying on a straightforward instrumentation standard lets developers focus purely on shipping performant code.

Matching moments

1:54 min

Defining OpenTelemetry as a standardized observability framework

Iulia Feroli Iulia Feroli · LIVE

2:50 min

Standardizing telemetry extraction using the OpenTelemetry framework

Nele Uhlemann · WWC 2023

2:15 min

Maintaining code quality with open standard observability and pipelines

Alex Laubscher Alex Laubscher +3 · WWC 2025

5:34 min

Consolidating observability data within a unified telemetry platform

Liam Hurrell · LIVE

4:07 min

Gathering metrics natively with OpenTelemetry frameworks

Developersteve · LIVE

3:12 min

Tracing agent telemetry with OpenTelemetry and Jaeger tools

Roberto Carratalá Roberto Carratalá · WWC 2025

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