What should I automate?
Find the jobs worth doing with AI before adding another tool.
Run an automation audit →Choose skills that compound →The operator journal
Read it.
Put it to work.
Build logs, practical frameworks, and clear thinking on AI and ecommerce. Start with the job in front of you.
Start with a useful question.
How do I make it repeatable?
Give your agents context, instructions, and work they can run again.
Build your business brain →Turn a process into a skill →What is the creative missing?
Look at customer decisions, product facts, and the gaps in the listing.
Audit the creative →Find missing product attributes →Latest field notes
Need the basics? Start at 101 →AI Automation Maintenance: How to Keep Your Business Agents Running Without Babysitting Them
AI automation maintenance is the routine that keeps 30 agents healthy. The weekly and monthly process I use to catch decay before it costs me money.
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ChatGPT Images 2.5 doubled API prices, Claude agents can now approve their own tool calls, and effort became a cost dial. What moves for an Amazon operator.
Read more →Amazon Headphones & Earbuds Product Images: The Audio Category Playbook for Hero Images, Image Stacks, and Listing Creative
The complete image playbook for headphones, earbuds, speakers, and audio products on Amazon. Hero image strategy, image stack architecture, and the creative mistakes costing audio sellers clicks and conversions.
Read more →AI Agent Orchestration: How I Coordinate 30 Agents Without a Platform
Learn practical AI agent orchestration patterns for operators — supervisor, pipeline, and shared-state coordination using flat files, not enterprise platforms.
Read more →Amazon Customer Journey Analytics: How to Fix Your Listing Creative at Every Funnel Stage
Amazon Customer Journey Analytics shows exactly where shoppers drop off your listing. Here's how to fix the specific creative assets costing you sales.
Read more →Amazon Replacement Parts & Filters: The Hero Image Playbook
Replacement parts shoppers aren't choosing a product — they're verifying a match. And they verify with the image, not the title. A full creative playbook.
Read more →Amazon Price History Seller Strategy: The Creative Playbook for When Shoppers See Every Price You've Ever Charged
Amazon's 365-day price history makes every discount public record. Here's how to redesign your listing creative to sell on value, not deal psychology.
Read more →How to Become the AI Expert in Your Industry Without a Technical Background
Most industries need an AI expert who understands the work, not the math. Here's how operators build credibility, influence, and revenue around AI expertise.
Read more →OpenAI Made the Orchestration Layer Free. I Published a Build Log About Mine on Thursday.
The Agents API shipped September 10 with no extra fee. What it commoditizes in agency work, what it doesn't, and the two beta limits that belong in your RFP.
Read more →The Skill That Doesn't Do Anything: An Amazon Listing Pipeline Build Log
Build log for an orchestrator skill that chains eleven Amazon listing artifacts and four other skills. What broke, what the fidelity gate caught, and what to copy.
Read more →Amazon Product Insert Card Design: The Creative Strategy That Drives Reviews Without Getting Your Account Suspended
Most Amazon insert cards either beg for reviews or waste the opportunity entirely. The compliant design framework that drives 3-5x review velocity and repeat purchases.
Read more →Claude Code Hooks: How to Build Automated Triggers Into Every AI Agent Run
Learn how to use Claude Code hooks to build automated triggers, guardrails, and logging into every agent action. Real configs from 30+ production agents.
Read more →AI Meeting Automation: How to Build a System That Handles Prep, Notes, and Follow-Up Without You
Build an AI meeting automation system that handles pre-meeting research, captures notes, extracts action items, and sends follow-ups — so meetings stop leaking time and money.
Read more →Amazon Climate Pledge Friendly Listing Optimization: The Image Stack That Turns a Green Badge Into Actual Revenue
1.4M products carry the Climate Pledge Friendly badge. Most waste it. The image stack, A+ layout, and creative strategy that converts eco-conscious shoppers.
Read more →Amazon Listing Images for Budget Products: How the $12 Option Wins the Click Without Pretending to Be the $34 One
Every image playbook assumes you're the premium option. If you're the cheap one, the shopper's question is 'is this junk?' Here's the stack that answers it.
Read more →The FTC Says Your Amazon Bid Was Your Price 79% of the Time. Read the Complaint Before You Set Peak Bids.
The FTC and 22 states say Amazon's ad auction added a hidden 'soft reserve' from 2019. What that means for how you set Sponsored Products bids before Q4.
Read more →Amazon Product Image Color Psychology: How to Use Color to Win Clicks and Conversions
Color drives 90% of snap purchase judgments. Here's how to use color psychology in your Amazon product images, infographics, and A+ Content to increase CTR and conversion rate.
Read more →How to Reduce AI Agent Costs Without Losing Output Quality
Practical ways to reduce AI agent costs — model routing, prompt caching, context trimming, and batching — without losing the output quality your business depends on.
Read more →