The High-Velocity Paradox: Why Faster Deployments Demand a New Paradigm in Performance Troubleshooting

Executive Overview For the past decade, deployment frequency has served as the ultimate litmus test for engineering maturity. Organizations that once crawled along on monthly or quarterly release cycles now sprint through daily, hourly, or even continuous deployments. This architectural and cultural revolution has largely delivered on its core promises: smaller, incremental changes are inherently…

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