Writing

AI Engineering • Claude Code

5 Claude Code Plugins That Turned One Assistant Into an Engineering Team

Learn how five Claude Code plugins add project memory, documentation retrieval, engineering guardrails, and automated review agents to create a more reliable, context-aware AI development workflow.

Tech Economics • AI Trends

You Didn’t Buy an AI Feature — Apple Still Charged You For One

An analysis of modern consumer tech hardware shifts, premium pricing models, and how silicon-level AI architecture costs are built silently into baseline hardware upgrades.

Model Context Protocol • Framework Tooling

Your QA Team Spends 80% of Its Time Writing Boilerplate — I Built an MCP Server That Eliminates It

Introducing a custom Model Context Protocol (MCP) environment designed to link LLMs directly to browser runtimes, stripping out repetitive automation boilerplate generation setup entirely.

AI Token Auditing • Efficiency Insights

If Your Team Uses Claude Code or Codex, You’re Probably Overpaying

An analytical map tracking context window consumption against output efficiency, pointing out where teams accidentally leak token budgets inside engineering loops.

Cybersecurity • Supply Chain Risk

The CVE That Was Already in Your Production — You Just Don’t Know It Yet

A strategic breakdown of open-source library vulnerabilities, transient dependency flaws, and proactive defensive automated scanning protocols for modern deployment clusters.

AI Agent Anomalies • AI-Driven QA

My AI QA Agent Saved 2 Hours Every Morning — Then Started Filing Fake Jira Bugs

A fascinating look into autonomous testing agents, unexpected system hallucinations under changing UI states, and how to structure robust guardrails to police agent validations.

Java AI Agents • Framework Engineering

I Built a Java AI Agent That Turns Browser Clicks into a Complete Automation Framework

Deep dive into a smart listener engine built to monitor DOM interaction points and dynamically spit out structural, decoupled automation scripts in Java.

Salesforce Cloud Automation • Framework Design

Building an Enterprise-Grade Email Testing Framework: SFMC + Java + Playwright

Unlocking structural layout assertions over dynamic marketing blocks inside Salesforce Marketing Cloud using programmatic Java engines.

QAOps Infrastructure • Architecture

Designing Effective QAOps Pipelines with GitLab CI/CD

Practical orchestration paths connecting framework triggers to release branches to lower escaped defect trends across target environments.

File System Handlers • Technical Face-off

AutoIt vs. Selenium for File Uploads

An exhaustive comparison detailing modern browser-level file interaction handlers versus native OS window scripting strategies for handling multi-file stream prompts.

.NET Ecosystem Shift • BDD Migration

Migrating from SpecFlow to Reqnroll: A Comprehensive Guide

A step-by-step roadmap for smoothly moving modern enterprise .NET Behavior-Driven Development (BDD) suites from legacy SpecFlow targets over to Reqnroll runtimes.

C# Architecture • Dependency Management

Advanced Guide: Setting Up a Non-NuGet Solution for C# Projects

Configuring structural file trees, dynamic assembly references, and compilation targets for strict, air-gapped environments operating without package manager feeds.

Industry Roles • Career Taxonomy

Demystifying SDET vs. QA Engineer: Unveiling Roles, Responsibilities, and Beyond

Unpacking foundational structural differences between classic Quality Engineering models and automated code-driven test infrastructure design patterns.

NuGet Deployments • Technical Guide

Building and Publishing C# NuGet Packages to JFrog Artifactory

Establishing robust C# build artifact pipelines, custom package versioning rules, and secure package registry models inside secure infrastructure loops.