BotGauge
Strong signalThe trust layer for your agents
Launched 15d ago
Signal
71
Velocity
2
What this means
26.6×Growing 26.6× faster than the typical AI Agents launch.
Compared to 116 AI Agents launches at the same age.
Decaying
Vote pace down to 4% of launch speed.
+63%Launching in a 63% WoW growing category.
Security had 39 launches this week vs 24 last.
Prediction
Top-5 finish probability
26%
today
Projected end-of-day votes
255range 191–344
Trajectory
decaying
Vote pace down to 4% of launch speed.
Speed vs peers
26.6×
116 AI Agents launches
About
AI agents don't just generate answers anymore. They take actions, call tools, and access real data. BotGauge helps engineering teams find where agents break before users do. Run adaptive red-team attacks and evals, catch security and behavioral failures, and replay every issue with full traces. Turn failures into regression tests, continuously retest as your agents evolve, and monitor their behavior in production. One reliability layer from development to deployment.
AI Summary
BotGauge is a developer tool that enables engineering teams to identify and address failures in AI agents before they impact users. It facilitates adaptive red-team attacks, monitors agent behavior in production, and transforms failures into regression tests for continuous improvement.
Attention & discussion velocity
Performance
Velocity2
Vote pace vs average
Momentum2
Sustained over 6h
Virality8
Spread × engagement
Engagement33
Discussion per unit of attention
Signal sources
2 of 6 active- Launch tracking9 readings since we picked it up
- AI analysisAI Agents
- 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.
