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Attributed metadata history

REPORTPUBLIC METADATA

Auditing in the age of (good enough) AI

Security firms have published numerous blog posts describing how they pointed their agent harness at a codebase and found dozens of bugs (we’re one of them). However, these posts tend to focus on agentic code review, which is just one aspect of how we use AI in our security reviews. We want to give a different perspective: before code review even starts, agents now allow us to build custom tooling

Reference details

Source category
Research & news
Report title
Auditing in the age of (good enough) AI
First reported
Sep 18, 2026 11:00 UTC
Last reported
Sep 18, 2026 11:00 UTC
Catalog updated
Oct 08, 2026 03:53 UTC
Record ID
53974ac49460b22cc5d4b93035bdf7a41c30fd3f2574505f720e3118513a7826

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_b06996690e944145a1

Source-provided label
Not reported
Evidence class
mentioned in report
Confidence
Not reported
Observed
Sep 18, 2026 11:00 UTC
Retrieved
Oct 08, 2026 03:53 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_b06996690e944145a1Collection 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.