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Practical AI and cybersecurity, from architecture, agent security to incident response

A working knowledge base for security engineers — application security, cloud, AI/LLM risks, compliance, and federal cyber.

Security architecture blueprint (by major domains)

Security Compliance

Security architecture blueprint - A sample

Security Compliance

Top-Down Security Architecture Diagram

Security Compliance

A single page security architecture Top down approach

Security Compliance

Hilton Login → Hilton Auth Server → Backend → Booking API (OAuth PKCE flow)

Application Security

A Hotel reservation OAuth flow with PKCE

Application Security

All things Federal Cyber OVerview

Federal Cybersecurity

Federal

Federal Cybersecurity

Pictorial Graph Representation of Cyber in Federal

Federal Cybersecurity

OAuth fundamentals → PKCE → OIDC → SAML → enterprise use-case integration.

Application Security

All-in-One OAuth OIDC OKTA Auth0 - Who are you all?

Application Security

OAuth OIDC Concepts and when to use what

Application Security

What OAuth really does?

Application Security

Part 3 — IAM Defense Engineering: Building Zero-Trust Identity Systems

Application Security

Part 3 — IAM Defense Engineering: Building Zero-Trust Identity Systems

Application Security

Part 2 — Bridging the Worlds: IAM in Cloud and Hybrid Architectures

Application Security

Part 1 — The Foundations of Modern Authentication: How Identities Prove Themselves

Application Security

Microsoft Active Directory vs Azure AD - EntraID

Application Security

Microsoft AD versus Entra ID aka Azure AD

Application Security

MSFT AD vs ENTRA ID

Application Security

Microsoft Active Directory and Entra ID aka Azure AD

Application Security

Microsoft Active Directory vs Azure AD / Entra ID

Application Security

Microsoft AD - Entra ID / AZURE AD

Application Security

Identity Lifecycle through a cybersecurity lens

Application Security

Integrate Checkmarx SAST (on-prem) with GitHub properly using CxFlow

Application Security

Integrate Checkmarx SAST (on-prem) with GitHub properly using CxFlow

Application Security

Integration checkmarx SAST (on-prem) with Github

Application Security

IAM and PAM Tools, Frameworks, and Technologies (Security Engineer POV)

Application Security

All Things IAM and PAM for Secuity Engineer POV

Application Security

Major Commercial IAM Tools and Vendors

Application Security

OAuth, OIDC, Auth0, and Okta Why we need and what they do

Application Security

OAuth, OIDC, Auth0, and Okta - When we need and What they do

Application Security

Server‑Side Request Forgery (SSRF)

Application Security

Security Misconfiguration

Application Security

OWASP - Security Misconfiguration

Application Security

OWASP: Insecure Design

Application Security

OWASP - SQL Injection Vulnerability and Fix

Application Security

SQL Injection A bad code and Good Fix Example

Application Security

Cryptographic Failures

Application Security

Broken Access Control : Vulnerable and Fixed Code Examples

Application Security

Performing code review of Java applications

Application Security

Secure code review of Java applications and code

Application Security

OWASP Top 10 — prescriptive rules with Java examples

Application Security

OWASP Top 10 — Prescriptive rules with Java examples

Application Security

Prioritization Approach for Vulnerability Findings *

Application Security

Prioritization Approach for Vulnerability Findings *

Application Security

What is SARIF format? Benefits for Integration of various scan tools

Application Security

A sample format of Checkmarx SAST output format

Application Security

Runbook: Implementing and Integrating Machine Learning Models into Security Tooling

AI Security

Runbook: Implementing and Integrating Machine Learning Models into Security Tooling

AI Security

Inside the Model Control Plane (MCP): Architecture, Flow, and Real-World Design

AI Security

Prompt Injection Incident Response Playbook

AI Security

AI Security Risks: Why Prompt Injection Is the Most Dangerous Threat to LLM Systems

Security Compliance

Understanding Juniper Mist AI: The AI-Driven Network Platform

AI Security

Understanding the AI Lifecycle: From Idea to Intelligent System

AI Security

Enhancing Threat Detection and Response with Machine Learning and Neural Networks

AI Security

Designing AI-Driven Security Solutions to Identify, Predict, and Prevent Cyber Threats

AI Security

Building a Multi-Account AWS Security Architecture: Centralized Monitoring with GuardDuty, Security Hub & More

AWS Security

What is MITRE ATLAS, Purpose and Practical Usage

AI Security

NIST AI Risk-Management Framework (AI RMF)

AI Security

How to Secure AI Systems in the Enterprise — an exhaustive guide

AI Security

You prepareStatement is still vulnerable if you do like this

Application Security

The Ultimate Guide to Vulnerability Databases and Scoring Systems: CVE, CVSS, CWE, EPSS, KEV, and Beyond

Application Security

Vuln. Database APIs for free

Application Security

Production-ready CSP (Content Security Policy) template

Application Security

OWASP-SAST tool common findings and remediations

Application Security

Top 50 Application Security Engineer Interview Answers

Application Security

Situational Application Security Questions

Application Security

Top 50 Application Security Engineer Interview Questions

Application Security

Security Guidelines for 50 AWS resources

AWS Security

SAST Scanner Findings and Remediations

Interview FAQ

Building a Secure Multi-Account AWS Setup with SSO and CLI Access

AWS Security

Replacing IAM Admin Users with AWS IAM Identity Center (SSO) *

AWS Security

Software Composition Analysis (SCA): Securing Your Open-Source Supply Chain

Application Security

Guardians at the Gate: How to Master Endpoint Security in the Modern Enterprise

Endpoint Security

Your Smartphone, the New Attack Surface: A Step-by-Step Security Guide

Mobile Security

AWS Amplify: Auto-Deploy & Test Without Affecting Live Domain

AWS Security

SAST Scans and Integration into pipeline

Application Security

What is SecDevOps (a.k.a. DevSecOps)

Application Security

What Is HIPAA?

Security Compliance

Ransomware: The Evolving Cyber Extortion Threat

Ransomware

Understanding AWS Access Analyzer — What, When, and How

AWS Security

AWS Security Hub Automation Rules (CSPM)

AWS Security

Building Custom Remediation Playbooks

AWS Security

Securing EC2 Instances

AWS Security

Setting Up IAM Roles for Cross-Account Access

AWS Security