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 $200 on a prompt library and got generic garbage. Then I built one simple context file and AI finally started giving me answers that actually fit my businesses, my clients, and my family of 11. Here's the exact template and 4 workflows I use
Category: success-stories | Status: mixed
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
AI Experiments Conducted
Tools Tested in Real Businesses
Documented Failures (Learning Opportunities)