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 →The Amazon Arts, Crafts & Sewing Hero Image Playbook (2026)
A category playbook for Amazon craft supply hero images: why you're selling an input not an outcome, count math, color fidelity as the #1 return driver, and a 6-step audit.
Read more →Amazon Prime Big Deal Days 2026: The Listing Creative Playbook That Turns October Traffic Into Q4 Revenue
Prime Big Deal Days 2026 hits October 7-8. Most sellers prep inventory and PPC. Here's the listing creative countdown that converts holiday-intent traffic.
Read more →Amazon Shoe Product Images: The Footwear Listing Playbook for the Category With the Highest Return Rate on the Marketplace
How to optimize Amazon shoe product images to increase CTR, improve conversion, and cut your 20%+ return rate. The slot-by-slot footwear creative playbook.
Read more →Human in the Loop AI: How to Build Agent Automations That Know When to Stop and Ask
Learn how to design human in the loop AI agent automations with escalation triggers, autonomy levels, and handoff patterns that protect your business without killing speed.
Read more →OpenAI Cut Prices 80% in 21 Days. Your Agency Bill Won't Move — and That's the Real Story.
OpenAI cut GPT-5.6 Luna 80% on July 30, three weeks after launch. The contrarian read: token cost was never the line item on your Amazon agency invoice.
Read more →I Audited My Own Amazon Creative Skill Library: 11 Automations, 831 Words, and the Word 'Only' in 9 of Them
A build log on the Amazon creative automations I actually run. The workflows took an evening. The constraint sentences took longer — and they are the product.
Read more →Amazon Listing Engagement Metrics: How Dwell Time, Scroll Depth, and Image Interaction Now Drive Your Organic Rank
Amazon's algorithm now weighs dwell time, scroll depth, and image interaction as ranking signals. Here's the creative playbook to optimize your listing for the engagement metrics that move organic rank.
Read more →How to Review AI Work Without Becoming a Full-Time Editor
Learn how to review AI work fast and accurately. A practical framework for operators to evaluate AI output, develop taste, and ship confidently.
Read more →AI Agent Feedback Loops: How to Build Automations That Actually Improve Over Time
Most AI agents never get better. Here's how to build AI agent feedback loops that compound — with the scoring system, correction workflow, and weekly cycle I use across 30+ production automations.
Read more →Amazon Bullet Points: The Conversion Copywriting Playbook for the Post-Title Era
How to write Amazon bullet points that convert after the 75-character title limit. The 5-bullet framework, mobile truncation math, and A/B testing protocol.
Read more →Amazon Image Stack vs A+ Content: The Division of Labor Most Listings Get Wrong
Your carousel and your A+ Content are answering the same questions and ignoring the rest. The allocation map that assigns every buyer question to one surface.
Read more →AI Agent Security: How to Lock Down Your Business Automations Without Slowing Them Down
AI agent security matters when your automations touch real business systems. Here's the operator's playbook for permissions, credentials, and audit trails.
Read more →Amazon Product Photography ROI: The Math That Turns a $2,000 Shoot Into $25,000/Month
How to calculate the real ROI of Amazon product photography. Pricing benchmarks, conversion lift data, the hidden cost multiplier, and a framework that tells you exactly when professional listing creative pays for itself.
Read more →Amazon's AI Has Had Write Access to Your Catalog Since February. Silence Counts as Yes.
Amazon's Review Listing Changes tool auto-publishes AI content edits after 14 days of no response. The default is publish. Here's what that costs your rank.
Read more →AI Agent Workflows: How to Chain Agents Into Multi-Step Business Automations
Learn how to build AI agent workflows that chain multiple agents into multi-step business automations. Patterns, real examples, and error handling for operators.
Read more →Amazon Home Decor Product Images: The Listing Playbook for Wall Art, Candles, and Decorative Accessories
Home decor sells on emotion, but converts on context. The image stack strategy for Amazon home decor listings — from hero image to A+ — that turns browsers into buyers.
Read more →Claude Opus 5 Shipped Friday. If You Run Catalog Prompts, Something Changed Under You.
Opus 5 became the default on Claude Max on July 24. Every catalog prompt you validated is now running on a model you never tested — and you can't detect the drift.
Read more →AI-Generated People in Amazon Product Images: The New Disclosure Rule and What Actually Converts
Amazon now requires metadata tagging for AI-generated people in listing images. Here's how to comply, when AI models beat real photography, and when they tank your CVR.
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