<ul data-eligibleForWebStory="true"><li>A junior computer science student shares their transformative experience with flame graphs.</li><li>Flame graphs helped analyze program performance scientifically and optimize effectively for bottlenecks.</li><li>The tool improved understanding of call stack and function execution time proportion.</li><li>Principles learned include data-driven decisions, focusing on hot functions, and balancing complexity.</li><li>Flame graphs shifted mindset from guesswork to data-driven performance optimization analysis.</li></ul>

Flame Graph Performance Truth Analysis（1751513941781900）

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