WWeb Dev Simplified1.8M subscribers
Watch on YouTube Why Your AI Generates Crap Code - And How to Fix It
Outlier vs channel median—Awaiting comparable sample
Current velocity—needs two snapshots
Engagement2.3%likes + comments
ConfidenceLowno comparable sample yet
Where it broke away
Views at the same time after publishing—not lifetime totals.
This video
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 now165.1K views
Channel median at comparable age—
Sample—