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Attributed metadata history

REPORTPUBLIC METADATA

Given Enough Agents, All Bugs Become Shallow

Agents are becoming extremely effective at finding security vulnerabilities. They are relentless in analyzing code and you can spin up multiple of them to go through source code quickly. given enough agents, all bugs are shallow— Johann Rehberger (@wunderwuzzi23) February 10, 2026 It is an emerging capability that many security researchers and bug bounty hunters have observed over the last year. G

Reference details

Source category
Research & news
Report title
Given Enough Agents, All Bugs Become Shallow
First reported
Apr 08, 2026 06:58 UTC
Last reported
Apr 08, 2026 06:58 UTC
Catalog updated
Oct 08, 2026 03:44 UTC
Record ID
be61a6e3b16942a98d88971eed0dfe7c34091f59bbeb64da119f72f3e0ada995

Published indicators

Network indicators are visibly defanged. This page does not make them clickable or send them to another service.

No validated file hashes or network indicators are stored for this record.

Source observations

src_c25d91fa3ad9ae9ac7

Source-provided label
Not reported
Evidence class
mentioned in report
Confidence
Not reported
Observed
Apr 08, 2026 06:58 UTC
Retrieved
Oct 08, 2026 03:44 UTC

This record contains metadata and attribution only. It does not host, download, unpack, render, or execute malware samples.

Feed collection status

Sources represented on this page. Publication and observation dates describe the content; successful batch dates describe local collection. A recent batch does not certify complete coverage or current provider availability.

1 sources: 0 stale, 0 needing attention, 0 paused, 1 unverified.

Review source update dates and status
  • src_c25d91fa3ad9ae9ac7Collection status unverifiedLast successful batch: Unverified

Stale means older than twice the recorded collection interval, with a minimum of one hour; without an interval, the threshold is 24 hours. Cached content remains available while a feed is stale, paused, or unverified.