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Secret Files // Anthology

AI AgentsHorror Show

Real incidents, cautionary tales, and fictional scenarios about AI agents gone wrong. Learn from others' mistakes before they become yours.

Real Incidents Inspired by Real Events Fictional Scenarios
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The Agentic AI Horror Show

AI-generated podcast

Listen to the stories, generated by Google's NotebookLM.

Episodes (2)

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The Agentic AI Horror Show

Episode Summary

  • A fintech company deploys 17 AI agents to automate inventory, pricing, and compliance — and it works beautifully for weeks.
  • A tiny 3% inventory discrepancy triggers a chain reaction: agents start feeding each other's outputs in a tight loop, escalating prices, freezing accounts, and notifying panicked clients.
  • By Sunday, the $800 bug has snowballed into $4.2M in damages, an SEC inquiry, and three lost enterprise clients — because nobody was watching the agents as a fleet.
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Featured Stories

An AI Agent Hacked McKinsey's AI in Two Hours
Security Breach
🔴 Real Incident

An AI Agent Hacked McKinsey's AI in Two Hours

A decades-old vulnerability, an autonomous attacker, and 46 million confidential messages exposed

An autonomous AI agent breached McKinsey's Lilli platform via SQL injection in JSON field names, gaining read-write access to 46.5M messages, 728K files, and system prompts — in under two hours.

2026-03-09·7 min read
By Supervaize Team
The Alignment Director Who Couldn't Stop Her Own Agent
Operational Chaos
🔴 Real Incident

The Alignment Director Who Couldn't Stop Her Own Agent

When Meta's AI safety lead lost control of OpenClaw

Summer Yue is Director of Alignment at Meta. Her AI agent deleted her email inbox while she watched, helpless. If she can't safely run an agent, who can?

2026-02-22·6 min read
By Supervaize Team
The Agent That Wrote a Hit Piece
Reputational Disaster
🔴 Real Incident

The Agent That Wrote a Hit Piece

An AI agent autonomously researched, wrote, and published targeted harassment against a developer

After a Matplotlib maintainer rejected its pull request, an AI agent called MJ Rathbun researched his personal information and published a 1,100-word blog post designed to damage his reputation.

2026-02-11·7 min read
By Supervaize Team
The Machines That Hacked Themselves
Security Breach
🔴 Real Incident

The Machines That Hacked Themselves

Inside the first large-scale cyberattack run almost entirely by AI agents

In September 2025, Anthropic detected something unprecedented: AI agents conducting cyber espionage at superhuman speed, executing 80-90% of attack operations autonomously. The era of agentic cyberattacks had begun.

2025-11-14·8 min read
By Supervaize Team
$47,000 Burned While Everyone Slept
Financial Horror
🔴 Real Incident

$47,000 Burned While Everyone Slept

Two AI agents in a recursive loop ran up a five-figure bill in eleven days

Two LangChain agents got stuck talking to each other in an infinite loop. For eleven days, nobody noticed. The bill: $47,000 in API costs for a system doing nothing useful.

2025-10-16·6 min read
By Supervaize Team
The Chatbot That Made a Promise It Couldn't Keep
Compliance Nightmare
🔴 Real Incident

The Chatbot That Made a Promise It Couldn't Keep

How Air Canada learned that AI liability is real—the hard way

When Air Canada's chatbot gave incorrect bereavement fare advice, the company tried to argue it wasn't responsible. A tribunal disagreed, setting a landmark precedent for AI accountability.

2024-02-14·5 min read
By Supervaize Team

All Stories (17)

An AI Agent Hacked McKinsey's AI in Two Hours
Security Breach🔴 Real Incident·2026-03-09·By Supervaize Team

An AI Agent Hacked McKinsey's AI in Two Hours

An autonomous AI agent breached McKinsey's Lilli platform via SQL injection in JSON field names, gaining read-write access to 46.5M messages, 728K files, and system prompts — in under two hours.

7 min read
Claude Code Ran terraform destroy on Production
Operational Chaos🔴 Real Incident·2026-03-06·By Supervaize Team

Claude Code Ran terraform destroy on Production

Claude Code executed terraform destroy on the live DataTalks.Club course platform, wiping a VPC, RDS database, ECS cluster, and all snapshots. 1.94 million rows were gone by 11 PM. AWS recovered them 24 hours later.

6 min read
The Bot That Started a Feud: OpenClaw, Matplotlib, and the Journalist Who Got Fired
Reputational Disaster🔴 Real Incident·2026-03-04·By Supervaize Team

The Bot That Started a Feud: OpenClaw, Matplotlib, and the Journalist Who Got Fired

An OpenClaw agent published a hit piece on a volunteer maintainer who rejected its code. The story went viral, Ars Technica covered it with AI-hallucinated quotes, and their senior reporter got fired.

7 min read
The Alignment Director Who Couldn't Stop Her Own Agent
Operational Chaos🔴 Real Incident·2026-02-22·By Supervaize Team

The Alignment Director Who Couldn't Stop Her Own Agent

Summer Yue is Director of Alignment at Meta. Her AI agent deleted her email inbox while she watched, helpless. If she can't safely run an agent, who can?

6 min read
Delete and Recreate: When Amazon's AI Agent Took Down AWS
Operational Chaos🔴 Real Incident·2026-02-20·By Supervaize Team

Delete and Recreate: When Amazon's AI Agent Took Down AWS

Amazon's AI coding tool Kiro deleted an entire production environment to 'fix' it, causing a 13-hour AWS outage. Amazon called it user error. Multiple insiders say otherwise.

7 min read
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