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Modern software systems are complex, distributed, and unpredictable, which makes Agent failures do not look like normal software failures. In this workshop, the Raindrop team breaks down what it actually takes to ... "Annu Kath, Sr Principal Software Engineer, Splunk Tapan Shah, Director, Product, Splunk Swift, accurate We will start by discussing how our approach to monitoring needs to adapt to the current megatrends, such as the rise of ... What happens when your most critical service starts failing sporadically, taking down your entire application stack with it?

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Observability Explained: How Metrics, Logs & Traces Help Teams Diagnose Modern System Failures Profile
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Problem on Observability
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Last Updated: June 10, 2026

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Famous Observability Workshop with Hands-on Troubleshooting Profile
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Observability Explained: How Metrics, Logs & Traces Help Teams Diagnose Modern System Failures
APM vs Observability
Observability Workshop with Hands-on Troubleshooting
Problem on Observability
Observability vs Monitoring - Whats the difference?
What is Observability?
Monitoring vs Observability
Everything You Need To Know About Agent Observability — Danny Gollapalli & Zubin Koticha, Raindrop