Discover/Video analysis
TTraversy Media2.4M subscribers

I've Changed My Opinion On DEVELOPERS Vibe Coding

59.8K views7 minMay 18, 2026
Watch on YouTube
Outlier vs channel median—Awaiting comparable sample
Current velocity—needs two snapshots
Engagement4.9%likes + comments
ConfidenceLow1 comparable video

Where it broke away

Views at the same time after publishing—not lifetime totals.

Last observed 10/4/2026, 6:34:29 PM
This video
59.778K59.808K59.838K59.868K59.898K3320h3344h

Why it qualifies

  • More historical same-age snapshots are needed before this video can be classified reliably.
Comparison windowAwaiting comparable sample
This video at comparable age—
This video now59.8K views
Channel median at comparable age96.5K views
Sample1 video
I've Changed My Opinion On DEVELOPERS Vibe Coding — growth analysis · Signal Hunt