GAUNTLEX
Quiet signalSecurity testing that matches the speed of development
Launched 2d ago
Signal
17
Velocity
0
What this means
+187%Launching in a 187% WoW growing category.
Artificial Intelligence had 678 launches this week vs 236 last.
19Founder Conviction Index: 19 — low signal.
Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.
Prediction
Top-5 finish probability
6%
today
Projected end-of-day votes
2range 2–3
Trajectory
stable
Vote pace holding steady.
Speed vs peers
1×
21 comparable launches
About
Every AI coding tool ships code and hopes someone security-tests it later. GAUNTLEX removes the "later." A Builder agent writes the implementation and a Breaker agent attacks the same spec at the same instant. You get an Adversarial Resilience Score that gates CI. Open source, MIT.
Attention & discussion velocity
Performance
Velocity0
Vote pace vs average
Momentum0
Sustained over 6h
Virality0
Spread × engagement
Engagement—
not measured
Signal sources
1 of 6 active- Launch tracking3 readings since we picked it up
- AI analysisnot yet enriched
- Comment intelligencethread not yet analysed
- Outside discussionnot checked — domain is a storefront or shared
- Revenue signalsno match on this domain
- Editorial scoringbelow the signal threshold for this pass
A source that found nothing is a measurement. A source that has not run is a gap. Neither means the launch lacks the thing.