Public research record · Editorial guide updated 2026-10-29

Cairn agent framework; underlying model varies/undisclosed: Deere, SharkNinja, Cummins and other websites

Review CAT-X10 · Catalogue X10, RAT-078

External-intrusion catalogueOut of scope

EXCLUDED — human-directed attack campaign. Human hacker set offensive goals and targets. Contemporary news near-match excluded under user’s no-human-hacks rule.

Reviewed: Not recorded · Rule: external-intrusion-v1

RogueWatchOut of scope

NorForge’s original describes threat actors selecting targets and objectives in exposed Cairn panels, including explicit webshell goals and operator hints. Tactical autonomy carries out human attack intent. The existing catalogue X10 already excludes this campaign family.

Reviewed: · Rule: roguewatch-organizational-harm-v1

Evidence status

EXCLUDED — human-directed attack campaign

Dates and discovery

Incident date
Late Sep–Oct 2026; target-specific dates not provided
Catalogue disclosure / source date
Added to research / record
Posted to RogueWatch
No linked public incident
First observed
Not recorded
Discovery channel
Not recorded

Dates use America/Los_Angeles. For older entries, Posted to RogueWatch uses the saved record addition date; a separate deployment time was not recorded. Future posting timestamps record first public qualification. Source publication and incident occurrence are separate.

Sources

Decision history

  1. · Assessment imported

    Imported the existing research decision. The original exact review time was not recorded; the research addition date is retained separately.

    Evidence source
  2. · Case-by-case comparison audit

    RAT-078: out-of-scope. NorForge’s original describes threat actors selecting targets and objectives in exposed Cairn panels, including explicit webshell goals and operator hints. Tactical autonomy carries out human attack intent. The existing catalogue X10 already excludes this campaign family. Source checks: read: https://norforge.com/blog/inside_cairn. NorForge’s original describes threat actors selecting targets and objectives in exposed Cairn panels, including explicit webshell goals and operator hints. Tactical autonomy carries out human attack intent. The existing catalogue X10 already excludes this campaign family.

    Evidence source

A review decision applies only to the named scope. Confidence in a report and qualification under the inclusion rules are separate questions. Review records do not add incidents to the globe or leaderboard.