How I built and published an Azure DevOps pipeline task that reviews PRs using Claude AI with confidence-based scoring

Building an AI Code Review Extension for Azure DevOps

Connecting OpenBB's 113 financial tools to an AI agent via Model Context Protocol — real-time macro analysis from a Telegram chat at midnight

Building a Personal AI Financial Analyst with OpenBB MCP

How I built an AI agent that autonomously extracts, captions, and uploads YouTube Shorts — with me as the quality gate, not the operator

Building an Agentic AI Pipeline: Autonomous Content Creation with Human-in-the-Loop

Building an end-to-end pipeline that turns podcast episodes into viral YouTube Shorts using WhisperX, FFmpeg, and local LLMs

Automating YouTube Shorts: A Podcast Clipping Pipeline

Why I built a paid security auditor for Clawdbot skills after seeing supply chain attack discussions in the AI agent community

Building a Security Scanner for AI Agent Skills

I built and deployed a full system design interview prep app - 25 topic deep dives, 28 worked case studies with runnable MVP code, a back-of-envelope calculator, and flashcards - in a single Saturday afternoon. Here is the architecture bet that made it basically free to run, and the agent fan-out that made it fast to build.

Shipping a Complete System Design Prep Site in One Afternoon

How I used Skybridge and the Model Context Protocol to build a live course scheduling tool for Coding for Veterans — a React UI that renders directly inside Claude conversations

Building an Interactive Course Scheduler for Coding for Veterans Using MCP

Complete rest is suboptimal. Light movement, mind-wandering, and parasympathetic activation drive actual recovery better than passive inactivity.

Active Recovery vs Passive Rest - Why Lying in Bed Isn't Recovery

Your brain has a fixed daily budget of cognitive tokens. Understanding how to allocate them between stress, context switching, and deep work is the real constraint on performance.

Cognitive Token Allocation - The Biology of Mental Capacity

Examining the biological mechanism behind hormesis—how moderate stress exposure with recovery drives physiological adaptation and psychological resilience.

Hormesis and Stress Adaptation - The Science of What Doesn't Kill You Makes You Stronger

I went to the Canton Fair as a Canadian buyer, got interviewed by one of China's biggest YouTube-equivalent channels, and ended up in a viral video about how foreigners perceive Chinese innovation. 53K likes later, here's what I actually saw.

I Accidentally Went Viral on Chinese Social Media at Canton Fair

Can you exploit Canada's APPR flight delay compensation rules for profit? I built a data pipeline, trained two ML models, and ran the numbers on 650 flights.

I Tried to Profit From Canadian Flight Delays

Modern engineering demands constant context switching between design, code, infrastructure, security, and operations. Neuroscience says your brain wasn't built for this. Here's what the research actually shows about breadth vs depth, and where the sweet spot is.

The Context Switching Tax: Why Your Brain Hates Your Job (And What the Research Says)

How I added an RFC 9457-compliant agent digest endpoint and llms.txt to my Next.js blog, cutting token costs by 98% for AI agents crawling my site.

Building Agent-Friendly Endpoints: RFC 9457 for the Agentic Web

How AI agents are reshaping software development, why git history alone isn't enough anymore, and what tools like Entire mean for engineering teams

The Shift to Agentic Coding and the Future of Software Engineering

Implementing Google's Agent2Agent protocol to make two local LLMs debate each other

Building AI Debate Agents with Google A2A Protocol

Three years of technical debt and a CVSS 10.0 RCE vulnerability being actively exploited in the wild

Next.js 12 to 15.5.9: Patching CVE-2025-55182 (React2Shell)

A comprehensive guide to using k9s for efficient Kubernetes cluster management

K9s: The Terminal-Based UI for Kubernetes Management

A practical guide to deploying a Spring Boot airline application on AKS using GitOps with ArgoCD

Deploying a Spring Boot Airline Application to AKS with ArgoCD

A deep dive into Azure Kubernetes Service, its components, deployment patterns, and integrated tooling

Azure Kubernetes Service

Azure Application Gateway provides advanced load balancing capabilities

Azure Application Gateway

documentation is an essential part of the development process

Documentation lifecycle

full VM infrastructure using Terraform, Ansible and Puppet

Windows configuration

source code management is critical in engineering productivity

Version Control Solutions

automating the build, testing, and deployment of software

CI/CD Solutions

Azure Key Vault is a Microsoft services that provides secure storage for sensitive data

Azure key Vault

layer of infrastructure that sits between the applications in a microservices architecture

Service Mesh

Argo CD is a declarative, GitOps-based continuous delivery tool for Kubernetes

ArgoCD

I have had a good experience developing in Terraform

Working in Terraform

Engineers often undermine the power of dependencies

Dependency in web development

Azure provides many solution to automation problems

Azure Automation

Other Azure certifications

an exhaustive list of preparation I did for technical interview questions

Interview preparation

I have been searching online for cloud projects I can do

Cloud Stuff

help candidates pass the technical interview for tech companies

Leetcode

This laboratory was great for many reasons

Azure VM for Minecraft Server

I received my certification for AZ-204 Azure Developer Associate

AZ-204 Certificate for Azure Developer Associate

MERN Demo Links

I now received my certificate for AZ-104 Certificate for Azure Administrator Associate

AZ-104 Certificate for Azure Administrator Associate

I have received my certification for Azure fundamentals

AZ-900 Certificate for Azure Fundamentals

Canadian Armed Forces' (CAF) way of managing our soldiers education and training online

MongoDB Univeristy is an LMS for MongoDB which is a document-oriented NoSQL database program

MongoDB University

Microsoft allows the users to try out their Game Pass

Microsoft Game Pass

Age of Empires is a real-time strategy game

Age of Empires 4

Microsoft Learn is Microsoft's very own learning management system (LMS)

Microsoft Learn

Clash Royale is a real-time strategy game based on optimal elixir usage and playing mind games against other players

Clash Royale

Lighthouse Labs

The Odin Project is one of those "What I wish I had when I was learning" resources

The Odin Project

Google to try their secret coding interview

All Posts

Building an AI Code Review Extension for Azure DevOps

Building a Personal AI Financial Analyst with OpenBB MCP

Building an Agentic AI Pipeline: Autonomous Content Creation with Human-in-the-Loop

Automating YouTube Shorts: A Podcast Clipping Pipeline

Building a Security Scanner for AI Agent Skills