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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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…
Read more →How AI is Revolutionizing the Entertainment Industry
AI’s Growing Influence on Entertainment The entertainment industry, once defined by traditional production methods and human creativity, is now in the midst of a technological…
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The Best No-Code/Low-Code Platforms with AI Integration You Need to Know
Artificial intelligence is no longer just for developers and data scientists. Thanks to the rise of no-code and low-code platforms, integrating AI into applications, workflows,…
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Healthcare Professionals Share How They Actually Use AI
Most healthcare AI isn't diagnosing disease—it's handling paperwork. Medical apps do triage and scheduling well. Everything else? Still waiting for the revolution.
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When AI Gets Math Wrong: Why Logic Grouping Still Needs a Human Brain
AI doesn’t understand parentheses—it mimics what it’s seen. If you’re using it for pricing, formulas, or logic-based prompts, that can lead to silent math bugs.…
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Transitioning from X Job into AI, ML, or Data Science
Career transitions into AI don’t mean starting from scratch. QA, dev, PM, ops, and finance professionals can pivot by layering AI onto existing skills not…
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