Red teaming with AI
How to Use AI for Bug Bounty: A Workflow for Authorized Targets
An authorized-only workflow for using AI on bug bounty: scope first, recon, triage, verify before you submit, and draft reports that get accepted.
· 8 min read
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Field notes
Free, practical, and tested. Here is the prompt. Here is why it works. Go.
- Red teaming with AI
- AI for defenders
- AI for operators
- Agent builders
AI for operators
Will AI Replace Pentesters and SOC Analysts? A Straight Answer
Will AI replace pentesters and SOC analysts? No, but pros who use AI will replace those who don't. See what AI does well and how to stay ahead.
· 7 min read
AI for defenders
Is Vibe Coding Safe? How to Find and Fix the Security Holes in an AI-Built App
Is vibe coding safe? It can be, but most AI-built apps ship with the same five holes. Here is how to find and fix them in your own app before launch.
· 8 min read
Agent builders
What Makes a Good Agent Skill File
A skill file only matters if it changes what your agent does. Here is the anatomy that makes ai agent skills reliable, testable, and easy to version.
· 8 min read
AI for defenders
Prompt Injection Explained, Plus a Defense Checklist for Your Agent
Prompt injection is not a prompting problem. Learn how direct and indirect attacks reach your agent, and work through a 12-item defense checklist.
· 9 min read
Red teaming with AI
How to Red Team Your Own LLM App: A Scoped, Authorized Test Plan
A scoped, authorized plan for testing your own LLM app: rules of engagement, a threat model, six test categories, evidence capture and retest.
· 10 min read
AI for operators
How to Write a Prompt That Works on the First Try
Most prompts fail on missing context, not model quality. Here is the six part brief, a reusable prompt engineering template and a pre-send checklist.
· 9 min read