OPERATOR FIELD NOTES
FIELD NOTES.
FROM WORK.
Practical notes on building, testing and operating useful AI systems inside real businesses.
LATEST FIELD NOTES.
What to Check Every Morning to Manage Your Shopify Ads
The 8 minute morning ad check for solo Shopify founders: overnight spend, rolling ROAS, CAC trend, creative fatigue, and link uptime, with the thresholds worth acting on.
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Shopify Abandoned Cart Recovery
Shopify abandoned cart recovery: what to automate, what to write yourself, and the 1-hour / 24-hour / 72-hour email timing sequence that recovers lost checkouts.
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The Operator ResourceShelf: Free Tools and Guides Worth Keeping
A resource shelf is a small, curated set of tools and guides you actually reuse. Here is the operator ResourceShelf we keep for running a store solo, what each item is for, and when to reach for it.
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The Evolution of Go-to-Market: How Modern Marketers Are Becoming GTM Engineers
Discover the new rules of Go-to-Market. Learn how modern operators use signal-based triggers, AI web scraping, and automated workflows to outpace 10-person sales floors.
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What Are Dead Clicks in Microsoft Clarity? A Simple Guide
A plain-English guide to Microsoft Clarity dead clicks: what they mean in real life, how to find them, and how to turn them into website improvements.
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Shopify Store Daily Checklist: Run Daily Ops in 30 Minutes
A practical daily operating checklist for solo Shopify founders. Run store pulse, order triage, inventory checks, and morning ad checks in 30 minutes.
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How to Calculate Break-Even ROAS and Real Ad CAC for E-commerce
Stop relying on vanity ROAS reported by Meta and TikTok. Learn how to calculate your true break-even ROAS, contribution margin, and maximum allowable CAC.
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Running a Shopify Store by Yourself: The Full Operating Guide
The complete guide to running a Shopify store solo: how many hours it actually takes, the operating models that prevent burnout, and how to automate the daily grind without stacking apps.
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How to Clean ChatGPT Text Before Posting to Social Media
Learn how to clean ChatGPT and AI text in seconds. Remove raw markdown asterisks, robotic preambles, broken line breaks, and invisible Unicode formatting.
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Practical AI for Business: Run Daily Ops Without Hiring
A practical guide to AI for business: the 4 connected systems small teams and online founders use to buy back 15 to 20 hours every week without hiring.
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AI Automation ROI Calculator: Measure Time & Cost Savings
Calculate the exact financial return and hours returned to your store. Learn how custom AI cofounder systems eliminate SaaS bloat and manual labor.
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AI Product Photography for Ecommerce Stores
Learn how solo Shopify founders create studio-grade lifestyle product photos with AI workflows while maintaining 100 percent physical authenticity.
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AI Customer Support for Small Business Founders
Automate 80 percent of routine customer support tickets. Learn how small business owners handle order tracking and returns without offshore hiring.
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Shopify Store Automation for Solo Founders
A practical guide for solo DTC founders on automating Shopify morning routines, order monitoring, and ad checks without stacking 10 monthly apps.
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How to Integrate AI into Small Businesses
A step-by-step guide for small businesses on integrating AI into morning routines, customer workflows, and store checks without technical complexity.
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How to Read Microsoft Clarity in 15 Minutes a Week
How to read Microsoft Clarity every week: the four signals (dead clicks, rage clicks, quick backs, scroll drop-off) to check in 15 minutes to find lost sales.
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Shopify Working Hours: How Many Hours a Week?
Typical Shopify working hours for a solo founder: about 15 hours a week at 20-100 orders, closer to 5 under 20, and past 30 when everything is checked by hand.
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Automated Email Flows for Shopify: Welcome, Winback, Overnight Leaks
The automated email flows solo Shopify founders use to welcome new buyers, win back lapsed customers, and stop the quiet overnight revenue leaks.
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How to Run a Shopify Store by Yourself Without Burning Out
How to run a Shopify store by yourself: the 4 operating models solo founders use to structure the daily work, cut the drag, and get their time back.