The operator journal
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Build logs, practical frameworks, and clear thinking on AI and ecommerce. Start with the job in front of you.
More from the journal
Need the basics? Start at 101 →Context Engineering for AI Agents: The Skill That Separates Operators Who Ship From Those Who Tinker
Context engineering for AI agents is the difference between agents that nail it first try and agents that hallucinate. Here's the full system I use across 30+ production automations.
Read more →AI Instead of Hiring: When to Build an Agent and When to Add Headcount
A practical framework for deciding AI instead of hiring for your next role. Real cost comparisons, task criteria, and the hybrid model that actually works.
Read more →TikTok Shop Product Images for Amazon Sellers: Why Your Amazon Creative Fails on TikTok and What to Shoot Instead
Your Amazon images won't convert on TikTok Shop. After auditing 300+ cross-platform listings, here's what to reuse, what to reshoot, and how to plan one shoot for both.
Read more →Amazon Listing Image Design: 12 Visual Rules That Separate Images That Convert From Images That Just Exist
Most Amazon images follow the rules but ignore design. Here are the 12 visual principles — composition, typography, color, hierarchy — behind the image stacks that actually sell.
Read more →How to Monitor AI Agents in Production So Nothing Fails Silently
Your AI agents look fine until they don't. Here's how to monitor AI agents in production with alerting and quality checks that catch silent failures early.
Read more →How to Build AI-Powered Income Streams That Compound With Every Model Upgrade
Most operators use AI to save time. The real play is building AI-powered income streams that get stronger with every model upgrade. Here's the playbook.
Read more →Amazon Business Listing Optimization: The Creative Strategy That Converts Procurement Buyers
Amazon Business hit $60B in sales and your listing creative still targets consumers. Here's how to optimize images and A+ Content for B2B buyers who buy 3-5x more.
Read more →AI Agent Not Working? How to Fix Broken Business Automations
Your AI agent stopped working overnight. Here's the operator's playbook for diagnosing and fixing broken AI automations before they cost you real money.
Read more →How to Compete With Cheap Sellers on Amazon: The Listing Creative Playbook for Premium Positioning
Amazon Haul and Temu sellers undercut you by 60-80%. Here's the image stack and A+ content strategy that makes shoppers choose your $35 product over the $7 lookalike.
Read more →Amazon Buy Box 2026: The Eligibility Gate Is Gone — Your Listing Creative Is Now Your Primary Defense
Amazon removed the Featured Offer eligibility gate in July 2026. More sellers compete for the Buy Box. Here's why your images, A+ Content, and Brand Store matter more than ever.
Read more →How to Build an AI Agent for Your Business: The Step-by-Step Operator's Guide
Build an AI agent for your business in seven steps — from scoping the job to running it on autopilot. A practitioner's guide with real configs and scoring.
Read more →Amazon Main Image Video: The Organic CTR Lever Most Sellers Still Haven't Pulled
Main image video lifts CTR 8-18% and CVR 8-14% — yet most sellers skip it. Step-by-step guide to scripting, shooting, and uploading your first carousel video.
Read more →Build vs Buy AI Tools: The Operator's Decision Framework for Every Automation
Build vs buy AI tools is the decision that separates operators who waste money from operators who compound it. Here's the framework I use across 30+ automations.
Read more →OpenAI's First Device Has No Screen. Start Auditing What Amazon's AI Says About You Out Loud.
OpenAI's Jony Ive device is a screenless speaker. The operator move isn't voice SEO — it's auditing the spoken layer of your listing that already exists today.
Read more →5 Things That Happened in AI This Week That Brand Owners Ignored at Their Peril (July 13–19, 2026)
Gemini 3.5 Pro misses a third deadline while Amazon quietly ships a peak surcharge, launch fee credits, a B2B delivery mandate, and real offline attribution.
Read more →Amazon AI Creative Studio: The Seller's Guide to Free AI-Generated Listing Images, Video Ads, and When to Skip It Entirely
Amazon's AI Creative Studio generates lifestyle images and video ads for free. After testing it across 200+ ASINs, here's what works, what doesn't, and when to hire a human.
Read more →How to Test AI Agents Before They Touch Your Business
A practical playbook for testing AI agents before deploying them to production. Five testing layers, real examples, and the regression loop that makes automations reliable.
Read more →AI Agent Management: How to Run, Review, and Improve Your Business Automations Every Week
AI agent management is the discipline of keeping your automations performing. Here's the weekly system I use across 30+ agents and four businesses.
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