Dashboards were invented for a world without AI. They encode assumptions about human cognition, scanning, pattern recognition, correlation, that AI now handles better. This contrarian talk argues that the future of operational observability isn't better dashboards, but AI agents that render dashboards obsolete for the decisions that matter. We'll examine: The dashboard's original sin: Assumptions that worked for small systems but fail at scale What AI-native observability actually looks like: Concrete examples from production systems The transition path: Pragmatic stages from AI augmentation to dashboard sunset The human role in AI-native operations: Why this isn't about replacing humans Based on three years of building AI observability systems, including conversational interfaces that replace manual investigation and ML anomaly detection achieving 10⁻³⁶ false positive rates, this talk challenges you to reconsider whether dashboards are helping or hindering your operational excellence.
Costa Tsaousis is the Founder and CEO of Netdata. Since 1995, Costa has been actively working on internet-related startups. He has been a co-founder and C-level executive of many successful projects, including Internet Service Providers, Cloud Hosting Providers, and Fintech startups. With a passion for innovation and open-source, he now leads Netdata, a monitoring solution aiming to simplify and modernize infrastructure observability for all of us.
