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Petro Pavlov · Blog

Notes on building production AI products, self-hosted infrastructure, and the engineering behind petropavlov.dev itself.

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A/B testing a portfolio that gets 20 visits a day

I built feature flags + significance testing into my portfolio. Then I did the math and realised I shouldn't run it yet. Here's the framework anyway — and the spreadsheet that tells you when you actually should.