Google Ads engineer Bhasker Goel is rethinking monitoring for distributed systems by using comparative, real time validation. Rather than relying on static thresholds and late alerts, his approach contrasts system segments to spot subtle divergences that can indicate regressions early. The goal is to prevent costly outages in complex modern software before problems escalate.
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