Grade one, grade two, clearance price. Every store writes those three words down, and no two stores write down the same thing. In store A, grade one means it can still go on the shelf. In store B, grade one means it can still be sold at full price. ...

These five sectors are a long way apart and their public rules say nothing to each other. But what they record inside has almost the same shape. A fuel station has three books. What comes in, what goes out and what is left should be one book, but th...

The ten selected projects cluster around two distinct axes: converting fragmented community interactions like Hacker News threads into structured media streams, and stripping away proprietary overhead in core utilities such as image generation and co...

A delivery order crosses three doors between the counter and the shelf where it gets picked up. The person taking orders is on one side of the first door, the person cooking is behind the second, the person packing is behind the third. Three jobs, ...

This round picks five sectors that sit a long way apart: one treats cats and dogs, one cares for women and newborns just after childbirth, one bakes bread, one sells screws and building materials, one collects, presses and returns laundry. Put the f...

The week’s pattern is a shift toward instrumenting and quantifying subjective or abstract concepts, from visualizing market capitalization by employee count to mapping pitch accuracy in singing. These projects replace ambiguous feedback with concrete...

One driving school's instructor timetable, vehicle dispatch sheet, and venue slot chart are each in a different person's phone. Change one and the other two don't know. Once the three drift apart, collisions appear. One student says they need the af...

The housing lease regulation states that housing rental enterprises shall establish housing rental files and truthfully record the relevant information. The same phrase "record truthfully," applied to an apartment vacant for six months, becomes who ...

Every week, we scan the new AI projects that surface across Hacker News, Product Hunt, GitHub, Dev.to and Indie Hackers, then use the CRP framework to narrow them down to ten. This week we analyzed 50 candidates and selected the ten most worth watchi...

Every day, countless new AI projects launch worldwide. Each week, we scan the latest projects and use the CRP framework to surface the 10 that truly deserve your attention — opportunities you might be able to participate in. This week, we analyzed 10...

A customer drives into the service bay. The advisor takes the keys and starts an order. What he doesn't know: on the same car, replacing a brake pad is quoted at eight hundred at the east-side store and twelve hundred at the west-side one. Same grou...

Get the ramp curve one step wrong, and every step after it has to be re-planned. Then the sheet belongs to the master operator and nobody else. At one apparel mill, dyeing isn't a case of bringing water to the boil. Ramping has fast stretches and sl...

Five sectors this round, seemingly far apart: real estate agencies, government service counters, eyewear stores, baby retail, parcel pickup points. Set them side by side, and each is stuck on the same action: getting the right thing to the right per...

In September 2026, CoderLegion invited us to a conversation about AI. This is the complete written record of that conversation — seven questions. We also turned it into a two-episode video series. Part 1 · How I Got Here This section corresponds to...

Every day, countless new AI projects launch worldwide. Each week, we scan the latest projects and use the CRP framework to surface the 10 that truly deserve your attention — opportunities you might be able to participate in. This week, we analyzed 12...

This round we step back from any single industry. Five picks: brokerage, bank credit cards, airline ticket changes, online medical consultation, furniture retail. On the surface they share nothing — one sells stocks, one issues cards, one rebooks fl...

Every day, countless new AI projects launch worldwide. Each week, we scan the latest projects and use the CRP framework to surface the 10 that truly deserve your attention — opportunities you might be able to participate in. This week, we analyzed 12...

This post reverses our own announcement. Two weeks ago we said we'd build an "enterprise AI transformation diagnostic" tool. This week: the tool is dead, we're going to the front lines, and we're publicly designing AI transformation plans for 100 com...

Every day, countless new AI projects launch worldwide. Each week, we scan the latest projects and use the CRP framework to surface the 10 that truly deserve your attention — opportunities you might be able to participate in. This week, we analyzed 12...

Let me start with something embarrassing: I rewatched one of my own videos recently and couldn't finish it. Two and a half minutes of slow, filler-heavy talk. My own content. We treat content as a product, so our first video is still publicly up. Th...