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Learn why standard observability metrics can be misleading and discover advanced techniques for building truly resilient infrastructure in this 49-minute InfoQ conference talk. Explore the hidden flaws in common health, utilization, and performance metrics through real-world war stories from high-performance systems at companies like Twitter. Understand how traditional monitoring approaches can create blind spots that lead to system failures and outages. Discover advanced observability techniques including eBPF-based monitoring, proper metric collection methodologies, and strategies for identifying when your metrics are providing false signals. Gain insights into building more accurate monitoring systems that reveal the true state of your infrastructure rather than creating a false sense of security. Master the art of distinguishing between vanity metrics and actionable observability data that can prevent production incidents. Apply lessons learned from scaling systems at massive scale to improve your own monitoring and alerting strategies.
