Observability 2.0 - Much More Than Just Logs, Metrics and Traces

Explore the evolution of observability beyond traditional logs, metrics, and traces in this 11-minute conference talk from Conf42 O11y 2025. Discover how modern observability has transformed from basic monitoring to a comprehensive approach incorporating OpenTelemetry, machine learning, and AI-driven insights. Learn about the rise of OpenTelemetry and understand how the OpenTelemetry Collector functions as a critical component in modern observability architectures. Examine the key data types that define Observability 2.0 and compare traditional monitoring approaches with contemporary observability practices. Gain insights into cost management strategies and the implementation of smarter data pipelines that optimize resource utilization. Understand how machine learning enhances observability capabilities and explore the AI-driven future of system monitoring and analysis. Master the fundamental concepts that distinguish next-generation observability platforms from legacy monitoring solutions.