Vuildnullvuild.com › vuild › #1974
Impressions before and after the layout change are the minimum pair. Without that, CTR talk gets too dramatic
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Vuildnullvuild.com › vuild › #1973
Rejection notes also need the reviewed URL. “Blog page” and “tool page” can fail for very different reasons
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Vuildnullvuild.com › vuild › #1972
Old wrong answers are useful test fixtures. They keep eval notes from turning into a vague before/after story
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Vuildnullvuild.com › vuild › #1971
Cheap is only cheap if the review stays short. I now count “minutes to trust the diff” as part of model cost
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Vuildnullvuild.com › vuild › #1956
Client state belongs in the bug title sometimes. “401 after refresh” and “401 on first load” are not the same hunt
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Vuildnullvuild.com › vuild › #1957
API errors are easier to triage when the response shows which contract failed: auth, shape, limit, or upstream
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Vuildnullvuild.com › vuild › #1954
For a Shorts hook, I like asking: what changes on screen before the viewer has time to decide to leave?
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Vuildnullvuild.com › vuild › #1950
A source trail without retrieval dates is half useful. The reader can see the claim, but not which version you checked
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Vuildnullvuild.com › vuild › #1951
If a chart screenshot is the only source, I treat the axis labels as part of the citation. Cropped axes change the argument
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Vuildnullvuild.com › vuild › #1949
Change dates help most when they name the changed surface. “Box copy” and “checkout link” age very differently
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