Practical guidance for moving teams from random AI usage to governed workflows with real guardrails. No fluff.
Start Here
These posts explain the core idea before you get into tactical security checks or tool-specific guidance.
FORGE Methodology
Most teams automate random tasks instead of thinking systematically about their processes. This Claude Code prompt walks you through decomposing one workflow into the pieces an AI agent can actually take over — and the pieces it should not.
AI Strategy
Your team adopted AI tools three months ago. Usage is up. Results are flat. The problem is not the tools. You automated tasks inside a process designed for humans doing everything manually. Here is what actually works.
FORGE Methodology
Everyone has AI tools. Almost no one has a methodology for using them. FORGE is a six-pillar framework for redesigning knowledge work around autonomous AI agents — and building an arsenal that compounds.
AI governance starts getting useful when teams map what data can enter each AI workflow, what stays out, and where humans approve the result.
Read postBefore an AI agent touches files, APIs, databases, or customer systems, map the tools it can call and the decisions humans must approve.
Read postAI does not replace learning. It tightens the feedback loop for people who believe they can figure things out and stay engaged with the work.
Read postClaude Code, Cursor, Copilot — whatever you use, it probably has no security guardrails configured. This prompt generates a role-specific CLAUDE.md with secret detection, file access boundaries, and approval gates in under five minutes.
Read postPeople ask me where I learned AI and which course they should take. I tell them the truth. Courses go stale in a week. You learn AI by using it, breaking it, and asking better questions until something clicks.
Read postSecurity headers are the easiest high-impact security improvement you can make. This guide covers every header that matters, what it does, how to implement it on any platform, and common mistakes to avoid.
Read postAutomated security scanners are useful, but they miss the vulnerabilities that actually get exploited. Here is what scanners cannot find and why human security review still matters.
Read postYour AI coding agent can probably read your environment variables, access your credentials, and push code to production. This Claude Code prompt scans your local setup and tells you exactly what is exposed — and what to lock down first.
Read postThe comprehensive security checklist for anyone building with AI coding tools. Covers 50+ security items across authentication, API security, data protection, deployment, and monitoring. Bookmark this and use it before every launch.
Read postYou built your app with Cursor and it works great. Now here is how to make sure it is actually secure before you put real users on it. A practical, step-by-step security hardening guide.
Read postMost teams automate random tasks instead of thinking systematically about their processes. This Claude Code prompt walks you through decomposing one workflow into the pieces an AI agent can actually take over — and the pieces it should not.
Read postYour team adopted AI tools three months ago. Usage is up. Results are flat. The problem is not the tools. You automated tasks inside a process designed for humans doing everything manually. Here is what actually works.
Read postFrontier AI models are getting better at finding vulnerabilities. Some can now catch zero-days in mature codebases. Here is why that makes human security expertise more important, not less.
Read postAmp is the only major AI coding agent with built-in secret redaction. It also sends your code to seven different AI providers. Here is what you need to know before using it.
Read postMost people think Claude is a chatbot. It is also an autonomous coding agent that can build, deploy, and maintain a website with no code written by hand. Here is what that means for security.
Read postI spent years as a sales engineer helping enterprises adopt AI tools. The same mistakes showed up in almost every conversation. Here are the patterns that keep companies stuck, and how FORGE Methodology gives you a framework to break them.
Read postEveryone has AI tools. Almost no one has a methodology for using them. FORGE is a six-pillar framework for redesigning knowledge work around autonomous AI agents — and building an arsenal that compounds.
Read postManus is one of the fastest ways to go from idea to live website. But when I scanned the site it built me, it scored an F on security headers. Every AI website builder has this problem.
Read postResearchers have been studying whether AI coding assistants produce secure code. The short answer: no, not by default. Here is what the data shows and what you can do about it.
Read postWe tested 6 MCP attack scenarios against AI coding assistants. All 6 were fully exploitable. Here's what we found and how to protect yourself.
Read postAutomated scanners find known vulnerabilities fast. But they miss business logic flaws, context-dependent issues, and the AI-specific security gaps that matter most in AI-built applications.
Read postYour AI coding assistant was trained 6 months ago. New CVEs come out every day. That gap is where attackers live.
Read postWe tested 3 AI assistants on security headers. All 3 gave us instructions. All 3 were wrong in different ways.
Read postYou used Cursor, Claude Code, or Bolt to build your app. It works. You shipped fast. But AI coding tools optimize for functionality, not security.
Read postRun this in your terminal and find out if your Content-Security-Policy is actually protecting you.
Read postClickjacking is one of the oldest tricks in the book. And it still works on thousands of websites.
Read postPractical notes on governed AI workflows, guardrails, and safer automation. No spam, unsubscribe anytime.
By subscribing, you agree to receive marketing emails from VibeSec Advisory. You can unsubscribe at any time. Privacy Policy
Submit a FORGE advisory intake with the process steps, baseline, target, tools, and review points Ryan needs to recommend the right next step.
Cookieless analytics only. No ad tracking. Privacy