GrowthBook

If your team is shipping AI and algorithmic changes without an A/B test, you're flying blind. Makram Mansour, former experimentation leader at LinkedIn and Intuit and now Head of Marketplace at ID.me, learned this firsthand when an algorithm tweak cratered session counts across LinkedIn with no warning. The same rigor you apply to UI changes applies to AI. No exceptions. Full episode linked below.

Only one snapshot so far — the engagement-over-time curve appears once the daily scrape has captured this post at least twice.