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Scoping
Contracting
Invoicing
Onboarding
Testing
QA
Results
Retesting
Reporting
Hook / Context → How do we grab attention and set the stage?
Problem → What threat or challenge are we facing?
Impact → Why does it matter? What are the consequences?
Goal → What outcome are we aiming for?
Solution / Product Overview → What is our approach or product?
Value → What benefits does it deliver?
Differentiation → Why is this solution unique or better?
Execution → How will we implement it?
Call to Action → What do we want the audience to do next?
Wrap / Vision → How do we close strong and reinforce the long-term impact?
Security teams rarely fail because they lack effort.
They fail because they chase the wrong risks.
It’s not a tooling problem. It’s not even a talent problem.
It’s a prioritization problem.
We chase alerts that don’t matter. We measure posture, not pressure. We invest in coverage, not context.
Meanwhile, attackers don’t care about your maturity model. They care about your misconfigured IAM role and the token your CI/CD forgot to rotate.
8. Application Layer: Smart Contracts
7. Incentive Layer: Transaction Fees and Economic Rewards
6. Execution Layer: Ethereum Virtual Machine (EVM)
5. Consensus Layer: Proof of Work / Proof of Stake
4. Data Layer: Immutable Ledger (Blockchain)
3. Node Layer: Full Nodes, Light Clients, Archive Nodes
2. Network Layer: Peer-to-Peer Communication (P2P)
1. Physical Layer: Hardware Infrastructure (e.g., Optical Fiber, Servers)
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toufik-airane / gist:910e1b95ab9ecc71e06de3146f45caad
Created April 18, 2025 09:23
What is an AI Agent? A Quick Introduction
What is an AI Agent? A Quick Introduction
A new paradigm has recently emerged from the AI industry, one that promises to fundamentally reshape our interaction with technology and the world as we know it: agents.
These agents can pull off unexpected feats, like me running SecurityforTech's entire digital marketing.
Advancements in AI have served as building blocks toward this vision of autonomous entities capable of handling complex requests, planning actions, and transforming cyberspace with minimal human supervision.
To fully grasp their transformative potential, we must first explore the architecture that powers them.
# Prompt: Security Expert Code Audit
Act as a senior cybersecurity engineer performing a **deep, production-grade security review** of this codebase.
Your mission:
- Identify **high-impact vulnerabilities**
- Propose **minimal, effective fixes**
- Deliver a clear, actionable **Markdown report**
---
## 🧠 Identity & Access Management
- **Admin Access Review**: Revoke AWS users with admin rights not in DevOps
- **GitHub Team Audit**: Flag GitHub teams with production access not covered by policy
- **Customer Data Role Review**: Collect roles with access to sensitive data and request reapproval
- **MFA Enforcement**: Verify MFA is enabled for all GitHub and Okta admin accounts
- **Least Privilege Validation**: Validate least privilege in production systems
- **Geo Check**: Compare login geolocation with allowed countries
- **Dependabot Audit**: Identify GitHub repos without Dependabot and calculate compliance percentage
## 🛡️ Vulnerability Management
## 🚀 Project Goal
Build a **real-time collaborative chat platform** where teams can interact with each other **and** an AI agent in shared rooms. The UX should blend the speed and clarity of a SOC terminal with the fluidity of Discord and the conversational power of ChatGPT. Think **fast, minimal, API-first, and production-ready**.
---
## 🧱 Tech Stack Summary
### **Frontend (React + Next.js + Vite)**
- **Framework**: React + Vite + Next.js App Router
- **Rendering**: SSR used exclusively for **AI streaming**
git checkout --orphan latest_branch
git add -A
git commit -am "Initial commit"
git branch -D main
git branch -m main
git push -f origin main
Build OpenFix — a production-ready Vulnerability Management SaaS app using:
- Next.js App Router for modern, scalable routing
- ShadCN UI ([ui.shadcn.com](https://ui.shadcn.com)) for beautiful, accessible components
- Supabase for authentication and Postgres database
- ChatGPT (server-side) for an intelligent assistant aware of team vulnerabilities
---
### ✅ Features