domains / families / software-engineering / providing-performance-optimization-advice

providing-performance-optimization-advice

separate

Produce a prioritized performance-optimization roadmap across frontend, backend, and infrastructure. Use as an explicit/manual helper after bottlenecks are known or suspected, not as the owner of regression detection, profiling capture, or test execution.

When to use

• Prioritizing known or suspected performance bottlenecks from existing logs, traces, benchmarks, or user reports.
• Get recommendations for improving website loading speed.
• Optimize database query performance.
• Improve API response times.
• Reduce infrastructure costs.

When not to use

• Build-to-build regression detection
• Raw benchmark execution or profiling capture
• Test-result packaging for QA audiences

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