OWASP Top 10 for LLM Apps · Threat-Informed

Run AI Agents
Without Getting Burned

Your agents have access to your email, files, API keys, and customers. Here's exactly what can go wrong — and exactly how to stop it. No security background required.

Get the Full Toolkit — $197 See what's inside

Not ready for the full kit? Grab the core PDF for $97 ↓

40-page PDF playbook
Copy-paste security templates
25-point pre-flight checklist
Instant zip download
The Reality Check

Your AI agent has access to your email, files, API keys, and customers. Do you know what happens if someone sends it the right message?

Prompt injection. Credential theft. Data exfiltration. These aren't theoretical — they're happening right now to real businesses running real agents. And they require zero technical skill to execute.

The attacker just needs to put a hidden instruction in a document your agent reads, an email your agent processes, or a webpage your agent browses. One message. Full exposure.

#1
Prompt injection on OWASP's Top 10 LLM risks
7
Distinct attack vectors covered in this playbook
0
Lines of code needed to execute most of these attacks
25+
Actionable controls in the pre-flight checklist
Threat Intelligence

The 7 AI Agent Threats
You Need to Know

Straight from OWASP's Top 10 for LLM Applications. Translated into plain English. Explained with the exact scenarios that affect your business.

Threat 01
Prompt Injection
Hidden instructions embedded in emails, documents, or web content silently hijack your agent's behavior mid-task — without you ever knowing it happened.
OWASP #1 · Zero skill required
Threat 02
Excessive Agency
Your agent has more permissions than it needs. One successful manipulation — an injected prompt, a tricked instruction — and the attacker has the keys to everything it can touch.
Blast radius amplifier
Threat 03
Credential Theft
An attacker tricks your agent into revealing the API keys, SMTP passwords, or OAuth tokens it uses to operate — then uses those credentials themselves.
Direct financial impact
Threat 04
Data Exfiltration
Your agent reads private files it has access to and leaks their contents in public-facing outputs — support replies, emails, summaries — without any red flags.
Silent & hard to detect
Threat 05
Supply Chain Attack
A compromised plugin, tool integration, or third-party library in your agent's stack can inject malicious behavior into every action your agent takes.
Often invisible to operators
Threat 06
Insecure Output Execution
Agent-generated code or SQL queries run directly in your environment without human review — turning a helpful automation into an unreviewed execution engine.
Automation risk
Threat 07
Identity Spoofing
An attacker impersonates your agent — cloning its voice, format, or persona — to deceive your customers into disclosing information or taking unsafe actions.
Trust & brand damage
The Toolkit

Everything in the Kit

Five battle-tested artifacts you can use immediately. No theory. No fluff. Straight to your agent stack.

PDF Playbook — 40 Pages, Plain English
A complete walkthrough of all 7 AI agent threats: what they are, how they're executed in real scenarios, and exactly what to do about each one. Written for operators, not engineers.
Core guide
System Prompt Security Templates
Copy-paste hardened system prompts for four of the most common agent types: email agent, research agent, customer support agent, and file agent. Each template includes injection resistance, output constraints, and credential protection directives.
4 templates
Pre-Flight Security Checklist
A 25-point markdown checklist to run before you deploy any new agent. Covers permissions, credential scoping, output validation, logging requirements, and human-in-the-loop gates. Ship with confidence, not fingers crossed.
25 controls
Incident Response Runbook
Step-by-step instructions for what to do when your agent does something it shouldn't. How to triage, contain, investigate, and recover — fast. Includes a decision tree so you're not making it up in a crisis at 2am.
When it goes wrong
Red Team Test Suite
5 prompt injection attack scenarios you can run against your own agent right now. Find out if it's vulnerable before someone else does. Includes the payload, the expected safe response, and what a failure looks like.
5 attack scenarios

Built for You, If You're —

You don't need a security background. You need a clear picture of the risk and practical tools to manage it.

🚀
The Founder Running Claude Agents
You've wired Claude or GPT into your email, CRM, or outreach. It's working great — but you've never thought hard about what happens if someone figures out how to manipulate it.
⚡
The No-Code Builder
You've built powerful automations with Make, Zapier, or n8n connected to AI. You're not a developer, but you're running real business logic — and you're responsible for it.
📋
The Ops Lead or EA
You're the one who set up the AI agent workflows. Your name is on the system. When something goes sideways, you're the first call. You'd sleep better with this in hand.
🛠️
The Vibe Coder
You shipped an agent using prompts and some glue code. It does the job. Security wasn't the priority — but now that customers are using it, it probably should be.
Not for you if: You're a professional security engineer looking for academic threat modeling or red team methodology. This is a practical operator toolkit, not an enterprise security framework.
What People Are Saying

Early Readers

Real feedback from founders and operators who've put this to work.

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Pricing

One-Time Purchase. Yours Forever.

No subscription. No drip course. You get everything immediately as a zip download.

Most Popular
Full Toolkit
$197
Everything you need to secure your agent stack — playbook, templates, checklist, runbook, and red team suite.
  • PDF Playbook (40 pages)
  • 4 System Prompt Templates
  • 25-Point Pre-Flight Checklist
  • Incident Response Runbook
  • Red Team Test Suite (5 scenarios)
Get the Full Toolkit — $197
Core PDF Only
$97
Just the 40-page playbook. All 7 threats, plain English, practical guidance — no templates or additional files.
  • PDF Playbook (40 pages)
  • System Prompt Templates
  • Pre-Flight Checklist
  • Incident Response Runbook
  • Red Team Test Suite
Get the PDF Only — $97
30-day refund policy — if it's not useful, just ask.
FAQ

Frequently Asked

Do I need to be technical to use this?
No. This is written specifically for non-technical founders and operators. Every threat is explained in plain English with real-world analogies, no jargon. The templates are copy-paste ready. The checklist is actionable without writing a single line of code. If you can run an AI agent, you can use this playbook.
What format does the toolkit come in?
You get a single zip file immediately after purchase via Gumroad. Inside: one PDF (the playbook), four plain-text system prompt templates (copy into any agent builder), one markdown checklist, one markdown incident response runbook, and one text file with the red team test scenarios. No proprietary apps. No accounts to create.
Does this work with Claude, GPT, and custom agents?
Yes. The threats, templates, and controls are model-agnostic. Whether you're running Claude, GPT-4, Gemini, or a custom fine-tuned model — prompt injection, excessive agency, and credential theft work the same way. The system prompt templates are written in plain English instructions that work with any LLM that accepts a system prompt.
What if my agent has already been compromised?
The Incident Response Runbook is built for exactly this scenario. It walks you through how to identify whether a compromise has occurred, how to contain the blast radius immediately, how to investigate what happened, and how to recover and harden going forward. It's designed to be useful under pressure, not just in planning mode.
Is there a refund policy?
Yes — 30 days, no questions asked. If you go through the playbook and it doesn't give you a clearer picture of how to secure your agents, reply to your Gumroad receipt email and you'll get a full refund. The goal is that this is genuinely useful, not just sold.
Get Protected Today

Your agents are running.
Are they secure?

You already know the risk. The question is whether you have the tools to manage it. Everything you need is in this kit.

Get the Full Toolkit — $197

30-day refund policy · Instant zip download · No subscription