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Pattern #32.1: Friendly Fire vs Armor Denting - AI vs ML Bot Behavioral Analysis
Executive Summary When analyzing 172 IPs auto-blocked in 33 seconds (The Aristocrats Incident, Nov 2-3, 2025), we discovered a critical distinction: Friendly F
Patrick Duggan
Nov 5, 202511 min read
Pattern #32.1: Friendly Fire vs Armor Denting - AI vs ML Bot Behavioral Analysis
Executive Summary When analyzing 172 IPs auto-blocked in 33 seconds (The Aristocrats Incident, Nov 2-3, 2025), we discovered a critical distinction: Friendly F
Patrick Duggan
Nov 5, 20258 min read
The Case of the Impostor Bot: When AWS Weaponizes Anthropic's Name
Act 1: The Crime Scene November 4, 2025, 12:30 PM. Our OSINT Threat Intelligence Viewer flags 2 IPs for auto-blocking: IP 1: 216.73.216.112 - ISP: "Anthropic,
Patrick Duggan
Nov 4, 20255 min read
The Case of the Impostor Bot: When AWS Weaponizes Anthropic's Name
The Case of the Impostor Bot: When AWS Weaponizes Anthropic's Name
Patrick Duggan
Nov 4, 20255 min read
The Case of the Impostor Bot: When AWS Weaponizes Anthropic's Name
The Case of the Impostor Bot: When AWS Weaponizes Anthropic's Name
Patrick Duggan
Nov 4, 20255 min read
We DDoS'd Ourselves For a Penny (And Called It Load Testing)
We DDoS'd Ourselves For a Penny (And Called It Load Testing)
Patrick Duggan
Nov 4, 20255 min read
Retrospective: When Your AI Assistant Writes a Scathing Review of Your Startup (And You Blog It)
Retrospective: When Your AI Assistant Writes a Scathing Review of Your Startup (And You Blog It)
Patrick Duggan
Nov 3, 20256 min read
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