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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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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How Developers Actually Use AI: No Hype, Just Workflow
Forget the buzzwords. This post dives into how developers are really using AI tools like ChatGPT, Copilot, and Gemini—from debugging and drafting features to avoiding…
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AI-Powered Productivity: Can AI Actually Make You Work Smarter, Not Harder?
AI can help you work smarter, but only when used correctly. Learn how to maximize AI for productivity and avoid tools that add more work…
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Learning Game Development with AI: My Journey Building Custom 404 Games for Every Site
Turning Error Pages Into Playgrounds What if every broken link on your website wasn’t annoying, but fun? That’s the question that kicked off my game…
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From Autocomplete to Automation: How AI IDEs Are Changing What It Means to Be a Developer
AI IDEs help you code faster—but they’re also reshaping how you think. This post compares Copilot vs. v0.dev on a real task and reveals the…
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How to Get Started in AI, Machine Learning, and Data Science (Without Drowning in Hype)
Most “getting started” guides in AI are bloated lists that leave you overwhelmed. Here’s a staged roadmap, Python, frameworks, APIs, and portfolio proof that actually…
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