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Startup Intelligence
Markets
  • Signal Feed
  • Startups
  • Categories
  • Founders
  • Revenue
  • Beyond the launch
Intelligence
  • Content Desk
  • Editorial QA
  • Ask Market
  • Signature Index
  • Trends
Lab
  • Metric Bench
  • Tagline Lab
  • Smart Search
Yours
  • Watchlist
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9,582 products · 46,183 snapshots
OSS Scanner by Anthropic

OSS Scanner by Anthropic

Quiet signal

Free AI vulnerability scans for open-source projects

Launched 5d ago
Signal
20
Velocity
0

What this means

0%Vote pace is below typical for AI Agents.
Running at 0% of comparable launches.
21Founder Conviction Index: 21 — low signal.
Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.

Prediction

Top-5 finish probability
0%
today
Projected end-of-day votes
3range 2–4
Trajectory
stable
Vote pace holding steady.
Speed vs peers
0×
5 AI Agents launches

About

OSS Scanner is Anthropic’s free, opt-in vulnerability-finding service for open-source projects, built on its strongest models including Claude Mythos. Maintainers enroll with a pull request. Each report comes with a reproducer, an explanation, and a candidate patch when available. In an early validation, 85 of 97 critical and high findings (88%) met the disclosure bar. Reports get no human review, so some may be wrong. Modeled on Google OSS-Fuzz.

AI Summary

OSS Scanner by Anthropic is a free service that identifies vulnerabilities in open-source projects using advanced AI models. Maintainers can enroll via a pull request, receiving detailed reports that include reproducer, explanations, and potential patches, though reports are not human-reviewed.

Attention & discussion velocity

Performance

Velocity0
Vote pace vs average
Momentum0
Sustained over 6h
Virality0
Spread × engagement
Engagement—
not measured

Signal sources

2 of 6 active
  • Launch tracking5 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.

Founders

Kumar Abhishek
@zerotox · hunter

Topics

Artificial IntelligenceOpen Source