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Notes
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build.

Writing on architecture, applied AI, cloud operations, assurance, and the decisions that survive production. Published when we have something to state, not on a content calendar.

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LatestCybersecurity5 min read

The Vercel Security Incident: What Modern Software Teams Must Learn About Integration Risk

A recent security incident involving Vercel exposed risks tied to third-party integrations and environment access. This article explains what happened and outlines practical engineering lessons for building secure cloud-based systems.

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The Vercel Security Incident: What Modern Software Teams Must Learn About Integration Risk

Axios Supply Chain Attack: What This Incident Reveals About Modern Software Security

A recent compromise of the widely used Axios NPM package highlights growing risks in modern software supply chains. This article explains what happened, why it matters, and how engineering teams can build secure and resilient systems.

Cybersecurity

Artificial Intelligence: What It Is, How It’s Shaping the World, and Why You Can’t Ignore It

Artificial Intelligence is no longer a futuristic concept—it’s a present-day force reshaping industries, economies, and how we work. From automation to decision intelligence, discover what AI really is, how it’s transforming the world, and why businesses that ignore it risk falling behind.

Artificial Intelligence

Critical Patch Alert: Mitigating the React2Shell (CVE-2025-66478) RCE Vulnerability in Next.js

A critical Remote Code Execution vulnerability, dubbed "React2Shell," has been discovered in Next.js App Router applications. This engineering brief details the exploit mechanics regarding the Flight Protocol and provides immediate remediation steps using the fix-react2shell-next utility.

Web Security

Building Real-Time Applications with WebSockets

Explore modern approaches to building real-time features in web applications using WebSockets, Server-Sent Events, and WebRTC.

Web Development

Understanding Database Indexing Strategies

A deep dive into database indexing techniques and when to use them. Learn how to optimize query performance and avoid common pitfalls in index design.

Software Engineering

TypeScript Advanced Patterns for Enterprise Applications

Dive deep into advanced TypeScript patterns that help build robust, maintainable enterprise applications. From discriminated unions to branded types.

Software Engineering

Machine Learning Model Deployment: Best Practices

Learn the essential strategies for deploying machine learning models to production. Covering everything from model versioning to monitoring and scaling.

AI & Machine Learning

Building Scalable React Applications with Next.js 14

A comprehensive guide to leveraging Next.js 14's powerful features for building production-ready React applications. Learn about server components, app router, and performance optimization techniques.

Web Development

The Future of AI in Web Development

Exploring how artificial intelligence is transforming the way we build modern web applications. From automated code generation to intelligent testing, AI is reshaping the development landscape.

AI & Machine Learning

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