AI is just another tool. This is where I engineer with it.
I document how I use AI to modify real systems all with constraints, tradeoffs, scripts, and outcomes.
Disable Default Copilot on Windows 11
February 4, 2026 — Jaren

Windows 11 routes all AI interactions through Copilot by default, even after changing your browser and search settings. This guide shows how to use AutoHotkey scripts and registry edits to stop Copilot from opening automatically and choose which AI system…
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Teaching LLMs the Right Way: Why Data Evaluation Isn’t Optional
Most teams skip data evaluation in LLM development. Here's why structured testing before SFT, RAG, and function calling is the actual foundation.
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AI and Gaming: How AI is Transforming Play, Work, and Productivity
The gaming industry is no stranger to innovation. From pixelated arcade classics to ultra-realistic open-world RPGs, technological leaps have shaped how we play and experience…
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From Chatbot to Cognitive Infrastructure: The Real AI Shift Happening Now
Everyone’s talking about Claude replacing ChatGPT—but the real story is deeper. This post explores how Claude’s modular thinking tool compares to ChatGPT’s memory and web…
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Why Most AI Finance Solutions Disappoint (And Which Ones Actually Work)
AI can help you budget and manage subscriptions. AI trading bots that beat the market? Fantasy. We break down what's real and what's hype.
Read more →AI in Human Resources: How AI is Transforming Recruitment and Employee Management
AI is transforming HR, from AI-powered hiring tools to employee engagement analytics. Explore how artificial intelligence is shaping the future of workforce management.
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How AI is Reshaping Software Testing: What Every QA Engineer Needs to Know
AI is transforming software testing through automation, predictive defect analysis, and intelligent test generation. Learn how AI-powered tools are reshaping QA workflows and why testers…
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