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.
Stop Re-Prompting: Build Reusable AI Workflows Instead
February 7, 2026 — Jaren
Most AI coding failures aren’t model problems, they’re workflow problems. This article outlines a simple three-phase process that separates planning, design, and execution so AI-assisted work becomes debuggable, reusable, and consistent across tools.
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GPT4All Is Impressive—So We’re Building With It (But Not How You Think)
We’re not reviewing GPT4All. We’re building with it. This post kicks off our Engineered AI assistant project—using real tools like Ollama, LlamaIndex, and Flask to…
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How We Built an Editorial Auditor Prompt That Works Like a Human Editor
We tested our Editorial Auditor Prompt against a live post. It worked, but exposed the fingerprints AI leaves behind. Here’s the rebuilt version — with…
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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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AI in Customer Service: Enhancing User Experiences and Streamlining Support
Artificial intelligence is revolutionizing customer service, making it faster and more personalized. Learn how AI tools like chatbots, virtual assistants, and predictive analytics can streamline…
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AI in Architecture: How Artificial Intelligence is Transforming Design, Construction, and Sustainability
Artificial intelligence is reshaping architecture, enhancing design creativity, automating construction processes, and improving sustainability. Learn how AI is transforming the way we build and maintain…
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AI vs Traditional Coding: The Battle Between Automation and Human Ingenuity
AI-assisted coding is transforming software development, but is it truly a replacement for traditional programming? This article explores the strengths, weaknesses, and best use cases…
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