Six weeks into the public beta a Series B associate replied to a Tuesday digest with two lines. 'You flagged orgname. Their commit velocity tripled because they migrated a monorepo. There was no acceleration. Just a re-org.' She was right. The model had no signal for monorepo migration events. We added it the next Sunday, false positive rate dropped from 7% to 4% on the back of one reader's reply.
The lesson
Every methodology is wrong somewhere. The cheap move is to deny it. The expensive move, and the one that compounds, is to publish the limit before the reader finds it. We publish ours at /methodology. The reader who corrects us is the reader who matters most.
Why this matters for First Movers: The parables aren’t metaphors for branding. They’re the shape of the underlying claim. If you find yourself nodding at this story, the rest of the methodology will land. If you think the story is wrong, the product probably is too, and that’s honest.