Catch the cheaters. Ship the real one
Velocity pulls every submission from your YSWS Airtable, runs the anti-fraud engine in seconds, and stamps the double-dippers, AI Slop, and dead demos- so you spend less time on the projects that are actually real
Now reviewing
pixel-pet
Running 12 checks...
The usual suspects
Every YSWS gets them. Velocity sees them all and tells
The Double Dipper
CaughtSame repo, submitted to 5 different YSWS programs
caught by normalized-URL + root-commit match
The AI Slopper
Caught2,400 lines of code. One commit. No git history
caught by commit-cadence heuristics
The Ghost Demo
CaughtPlayable link 404s or is a parked Vercel page
caught by live-URL + placeholder check
The time inflator
CaughtLogged 40 Hackatime hours for 50 lines of code
caught by hours-vs-code ratio
Three steps, then you ship
Connect Airtable
Log in with Airtable. Velocity pulls your pending YSWS submissions into a prioritized queue.
Velocity scans
Repo health, commit history, demo, Hackatime, double-dips - 12 checks, scored into a clean / review / flagged tier.
You decide
Demo, code, and stats in one place. Approve or reject - flagged ones make you look twice first.
Stop playing detective. Let Velocity do it
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