Kerno Audit
Early signalReduce token waste on rework, duplicated code and complexity
Launched 21h ago
Signal
23
Velocity
0
What this means
10%Vote pace is below typical for Developer Infrastructure.
Running at 10% of comparable launches.
18Founder Conviction Index: 18 — low signal.
Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.
5.8×Founder historically performs 5.8× the median launch we track.
Best prior launch: Kerno 1.0, attention 91.
Prediction
Top-5 finish probability
1%
today
Projected end-of-day votes
4range 3–5
Trajectory
stable
Vote pace holding steady.
Speed vs peers
0.1×
7 Developer Infrastructure launches
About
Audit your codebase for the complexity and quality gaps introduced by AI, and feed the lessons back to your agents so they get it right next time. Less rework, fewer tokens, better code.
AI Summary
Kerno Audit analyzes codebases for complexity and quality issues related to AI-generated code, enabling developers to reduce rework and optimize token usage. It integrates with GitHub to provide actionable insights for improving future code submissions.
Attention & discussion velocity
Performance
Velocity0
Vote pace vs average
Momentum0
Sustained over 6h
Virality0
Spread × engagement
Engagement—
not measured
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.
136/8
Timeliness5%100
carried 6%
Novelty15%66
carried 18%
Trend20%33
carried 24%
Founder10%31
carried 12%
Business15%11
carried 18%
Story20%0
carried 24%
Not measured · 2 of 8
Revenue10%—
Cross-platform5%—
Gaps in our data, not findings about the product. Their weight is redistributed across the 6 we did measure.
measuredmeasured, zeronot measured
Full audit →Signal sources
3 of 6 active- Launch tracking4 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 scoring12% 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.