The “Optimized” PR That Tanked Conversion — Automating Performance Tests That Prove What’s Better

If you can’t prove it’s faster for users, it’s not an optimization. Here’s the CI wiring, budgets, and load models that catch regressions before they hit revenue.

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Key takeaways

Implementation checklist