The system of record and system of judgment for companies run with AI — every consequential action authorized, every outcome measured, every lesson kept.https://thinkfigaro.com/https://thinkfigaro.com/notes/the-extraction-gauntlet/https://thinkfigaro.com/notes/the-extraction-gauntlet/How we split the product's own repository out of the private instance it grew up inside — three adversarial audit rounds, an object-database check that 'fresh git init' alone doesn't pass, and a denylist that is not allowed to name what it protects.Tue, 25 Aug 2026 00:00:00 GMTsecurityfield-notediligencehttps://thinkfigaro.com/notes/the-month-the-system-graded-itself/https://thinkfigaro.com/notes/the-month-the-system-graded-itself/A monthly operating report where both revenue bars were beaten — and the number that mattered was not the beat. It was that the machine graded the whole company as a system, and every row wore its source.Tue, 25 Aug 2026 00:00:00 GMTreceiptsledgerfield-notemetronomehttps://thinkfigaro.com/notes/30-pages-in-an-afternoon/https://thinkfigaro.com/notes/30-pages-in-an-afternoon/A seat built about thirty answer-engine-optimized pages for a client site in a single afternoon. The interesting number isn't the thirty — it's the specialist-weeks that afternoon replaced, and the one part that still needed a human.Sat, 15 Aug 2026 00:00:00 GMTaeoleveragefield-notehttps://thinkfigaro.com/notes/the-day-the-counter-moved/https://thinkfigaro.com/notes/the-day-the-counter-moved/For weeks our closed-loop counter sat at zero on purpose — a promise we hadn't earned yet. On one day in August it moved to two: one bet graded a miss, one graded a hit. Here is why that day mattered more than either result.Thu, 13 Aug 2026 00:00:00 GMTreceiptsledgerfield-notehttps://thinkfigaro.com/notes/360-video-for-80-cents/https://thinkfigaro.com/notes/360-video-for-80-cents/A rotating product video is a normal line item on a creative invoice. A seat produced one for the price of a vending-machine snack. The point isn't the eighty cents — it's what happens to a founder's creative budget when a whole class of asset stops costing money.Mon, 10 Aug 2026 00:00:00 GMTcreativeleveragefield-notehttps://thinkfigaro.com/notes/reading-a-library-with-six-agents/https://thinkfigaro.com/notes/reading-a-library-with-six-agents/A competitor had published roughly ninety-five articles. We wanted to understand the whole body of work, not skim it — so we pointed six agents at it in parallel and had a map by the afternoon. This is the method, minus the name-calling, as a demonstration of what a harness is for.Mon, 10 Aug 2026 00:00:00 GMTmethodologyleveragefield-notehttps://thinkfigaro.com/notes/the-ad-that-sold-a-sold-out-product/https://thinkfigaro.com/notes/the-ad-that-sold-a-sold-out-product/A live ad kept spending on a product that had quietly gone out of stock. Nobody caught it by looking harder — an inventory signal and an ad signal that had never been in the same room finally were. A small, real receipt for why the cross-department view is the whole idea.Mon, 10 Aug 2026 00:00:00 GMTreceiptsinventoryfield-notehttps://thinkfigaro.com/notes/hello-figaro/https://thinkfigaro.com/notes/hello-figaro/Why we are publishing a field guide to running an e-commerce brand with AI agents — and what to expect from these field notes.Thu, 30 Jul 2026 00:00:00 GMTagentsecommerceannouncementhttps://thinkfigaro.com/guide/agents-101/https://thinkfigaro.com/guide/agents-101/What an AI agent harness is, in plain terms for store owners: the loop, the harness, and the seat — and why most AI disappointment is a missing harness.Thu, 30 Jul 2026 00:00:00 GMTagentsecommercehttps://thinkfigaro.com/guide/ai-media-buyer/https://thinkfigaro.com/guide/ai-media-buyer/What an AI agent can and cannot do in Meta ads: audit before optimize, signal health before ROAS, and why every dollar move waits at one approval gate.Thu, 30 Jul 2026 00:00:00 GMTagentsecommerceadvertisingmetahttps://thinkfigaro.com/guide/byok-economics/https://thinkfigaro.com/guide/byok-economics/What AI agents actually cost to run per task, how to stop a runaway swarm from burning your credits, and why a vendor marking up your tokens is misaligned.Thu, 30 Jul 2026 00:00:00 GMTagentsecommercebyokcosthttps://thinkfigaro.com/guide/marketplace-tedium/https://thinkfigaro.com/guide/marketplace-tedium/How to automate Amazon Seller Central with AI agents — what the Selling Partner API allows, where Amazon's rules draw the line, and what stays human.Thu, 30 Jul 2026 00:00:00 GMTagentsecommerceamazonmarketplaceshttps://thinkfigaro.com/guide/measuring-agents/https://thinkfigaro.com/guide/measuring-agents/How to measure AI agent ROI honestly: trust an agent on activity, never on value. Attach a metric and a deadline up front, then read the verdict from real data.Thu, 30 Jul 2026 00:00:00 GMTagentsecommercemeasurementhttps://thinkfigaro.com/guide/million-dollar-hell/https://thinkfigaro.com/guide/million-dollar-hell/Why $1M–$10M owner-operator brands stall: real product-market fit, no margin for the specialist layer. What the dead zone costs, and what changed in 2026.Thu, 30 Jul 2026 00:00:00 GMTagentsecommercehttps://thinkfigaro.com/guide/the-conductor/https://thinkfigaro.com/guide/the-conductor/The founder's job is moving from operator to conductor — taste, discernment, discretion. What the daily practice looks like, and why it is a promotion.Thu, 30 Jul 2026 00:00:00 GMTagentsecommercehttps://thinkfigaro.com/guide/the-one-gate/https://thinkfigaro.com/guide/the-one-gate/How to run AI agents safely with your own logins: one approval gate for every money-or-publish action, autonomy earned rung by rung, and hard spend caps.Thu, 30 Jul 2026 00:00:00 GMTagentsecommercegovernancesafetyhttps://thinkfigaro.com/guide/when-to-hire-a-human/https://thinkfigaro.com/guide/when-to-hire-a-human/Which jobs AI agents should never take, and how a seat's own metrics tell you when a human hire is justified — with receipts instead of guesswork.Thu, 30 Jul 2026 00:00:00 GMTagentsecommercehiringhttps://thinkfigaro.com/guide/your-first-seat/https://thinkfigaro.com/guide/your-first-seat/How to pick your first AI agent for a Shopify or Amazon store: low blast radius, high tedium, read-only to start — and what an API key actually is.Thu, 30 Jul 2026 00:00:00 GMTagentsecommerce