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Introduction

This guide explores the technical architecture, instrumentation strategies, and implementation approaches for Application Signals, with particular focus on why organizations should migrate from traditional X-Ray sampling to the new comprehensive observability approach.

Guide Sections

SectionDescription
Challenges with Traditional MonitoringWhy legacy monitoring falls short for modern cloud-native applications
Why Migrate from X-RayBenefits of adopting Application Signals + Transaction Search over traditional X-Ray
Setup & ConfigurationStep-by-step guide to enable Application Signals, Transaction Search, and sampling
Instrumentation and Collector SetupInstrumentation approaches and detailed collector architectures (ADOT + CW Agent, ADOT + Custom Collector, Upstream OTEL, Collector-less, X-Ray legacy)
Instrumentation SamplesLanguage-specific code examples and demo applications for Java, Python, Node.js, .NET, Go, and Rust
ResourcesDocumentation links, technical resources, and training materials