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.
My Multi-Model AI Writing Stack: How It Evolved and Why It Works the Way It Does
February 23, 2026 — Jaren
I started with ChatGPT 3.5. One model, one pipeline, everything through the same tool. That system ran for months until the output stopped being trustworthy. This is what the stack looks like now and why it evolved the way it…
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Why AI Search Feels Safer Than Google, And Why That’s the Problem
People are quietly migrating from Google to AI search because it feels smarter, faster, and more natural. HubSpot found 79% of users prefer it. But…
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The AI Hype Cycle: Why Some AI Trends Fade While Others Stick
AI hype comes and goes, but which trends actually stick? We explore the AI hype cycle, why some innovations fade, and how to identify AI…
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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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Prompt Engineering Is Just Asking Better Questions (Here’s How to Actually Do It)
Prompt engineering” isn’t mystical—it’s structured, intentional communication. No gatekeeping. No fluff. Here’s how to actually prompt like a pro.
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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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The Myth of AI Replacing Jobs: What the Future of Work Really Looks Like
AI is changing jobs, but is it replacing them? Learn how AI is transforming industries, which jobs are at risk, and how to future-proof your…
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