CleanSlop
Early signalShip vibe-coded apps with confidence
Launched 1d ago
Signal
38
Velocity
0
What this means
20%Vote pace is below typical for Developer Infrastructure.
Running at 20% of comparable launches.
+943%Launching in a 943% WoW growing category.
Artificial Intelligence had 626 launches this week vs 60 last.
20Founder Conviction Index: 20 — low signal.
Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.
Prediction
Top-5 finish probability
3%
today
Projected end-of-day votes
10range 8–14
Trajectory
stable
Vote pace holding steady.
Speed vs peers
0.2×
10 Developer Infrastructure launches
About
CleanSlop helps you ship vibe-coded TypeScript apps with confidence. Sign in with GitHub, connect your repos and run a scan. It maps the codebase (call paths, module dependencies, background jobs, data stores, external services) and surfaces the problems that matter: things that work in a demo but break with real users, like unbounded work, slow operations blocking a request, and jobs that quietly get dropped. You get a short list of real risks worth fixing, not hundreds of findings to triage.
AI Summary
CleanSlop is a developer tool that scans TypeScript codebases to identify critical issues affecting app performance and user experience. It provides a prioritized list of actionable risks, enabling developers to address real-world problems efficiently.
Attention & discussion velocity
Performance
Velocity0
Vote pace vs average
Momentum0
Sustained over 6h
Virality0
Spread × engagement
Engagement80
Discussion per unit of attention
Editorial read
Scored deterministically. Only candidates that fire a story trigger are sent to a model, so this one has no written angle.
ThinLittle evidence and no strong angle. Nothing to build on yet.
125/8
Timeliness5%100
carried 7%
Trend20%50
carried 27%
Novelty15%49
carried 20%
Business15%16
carried 20%
Story20%0
carried 27%
Not measured · 3 of 8
Revenue10%—
Founder10%—
Cross-platform5%—
Gaps in our data, not findings about the product. Their weight is redistributed across the 5 we did measure.
measuredmeasured, zeronot measured
Full audit →Signal sources
3 of 6 active- Launch tracking6 readings since we picked it up
- AI analysisDeveloper Infrastructure
- Comment intelligencethread not yet analysed
- Outside discussionnot checked — domain is a storefront or shared
- Revenue signalsno match on this domain
- Editorial scoring0% evidence coverage
A source that found nothing is a measurement. A source that has not run is a gap. Neither means the launch lacks the thing.
