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.
Agentic AI in Action: Real Workflow Examples That Actually Work
February 17, 2026 — Jaren
Theory is nice, but does agentic AI actually save time? See real workflows from content creators (save 3.5 hours/article), marketers (save 7 hours/week on reporting), and business owners (save 12-15 hours/week on admin). Includes specific tools, before/after comparisons, and honest…
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Most People Use AI. I Debug It.
Everyone’s using AI tools—but no one’s reviewing them. I debug AI like code, clean up hallucinations, and test each tool as if it’s already in…
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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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What Is Agentic AI? The 3 Types You Need to Know
You're hearing "agentic AI" everywhere but have no idea what it means. Strip away the jargon: it's AI that actually does work instead of just…
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AI in Interior Design & Space Optimization: How AI Helps in Designing Functional, Aesthetic, and Energy-Efficient Spaces
AI is revolutionizing interior design by optimizing space planning, enhancing aesthetics, and improving energy efficiency. From AI-powered furniture placement to smart lighting and sustainable materials,…
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EdTech AI Fails More Than It Wins—Here’s Why
AI tutors and adaptive learning sound revolutionary. The research shows most don't improve outcomes. We break down what actually works in edtech.
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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