
Notable Quotes
"It's not did we just get this live or not, it's how did this impact the business, and was it a net positive or not?"
"Just because somebody found your feature and enabled it does not mean they were delighted by it."
"The wins build our credibility and that we know what we're doing. The losses also create a safe culture where we can test."
"I call it the wine effect. You don't always buy the cheapest wine. You buy the second cheapest wine."
"It's this tightrope, and that's why testing's so important, because there is that diminishing return where, okay, we simplified, but oh, now we oversimplified."
Takeaways

Prioritize like a pyramid: fix the widest-impact experiences first, then optimize down into smaller cohorts.

Share losses as openly as wins. Wins build credibility, and losses build the psychological safety a testing culture runs on.

Simplification has a limit. Removing too much can strip away the cues and context buyers actually need to decide.

