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.
Read more →5 AI Tools That Save You Hours Every Day
IntroductionTime is a precious resource, and we’re all looking for ways to make the most of it. Fortunately, artificial intelligence (AI) has introduced tools that…
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The Simplest Way to Improve Your Chatbot Experience
Most chatbot problems aren't model failures, they're workflow failures. Learn how to eliminate drift, lock tone, and force precision using boundaries, constraints, and feedback signals.…
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Vibe Coding with AI: How We Went from Debugging Code to Debugging Prompts
Vibe coding got you through your first JavaScript app—but is it enough? Here's what happens when AI shortcuts replace real dev skill, and why vibe…
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AI in the Command Prompt (Windows)
A practical experiment installing AI directly into the Windows command prompt to see what actually happens at a basic system layer. No hype, no replacement…
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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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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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