The practical AI mentor who turns confusion into clarity through real-world testing, systematic frameworks, and straight-talk guidance.
No hype. No theory. Just real experiments and honest results.
Fresh insights from the AI testing lab
I spent three hours debugging an AI workflow that should've taken 20 minutes. Then Google released their 2026 AI trends report. Here's what they got right, what they're missing, and what it means for your business.
Category: brain-food | Status: mixed
I dug into 50+ sources to test the "SEO is dead" panic. The actual data: 2.5% traffic decline, not 25%. AI drives <1% of web traffic. The panic is overblown—but something real did change.
Category: lab-reports | Status: mixed
I said yes to a webinar before doing the math. 8 days later: 18 slides, an 11-page field guide, and a reusable workflow. Here's exactly how I did it—plus the master prompt you can copy.
Category: lab-reports | Status: mixed
AI Experiments Conducted
Tools Tested in Real Businesses
Documented Failures (Learning Opportunities)