Operator's Memo

Product Leadership. AI. Growth. Building enduring technology companies.

Essay · AI

AI Took the Middle. PMs Get Judged on the Ends.

AI now does the middle of product work. What's left for PMs is what you ask for and what you let it touch.

9 min read

  1. Product Strategy

    Ship Fast, Price Slow: The Case for a Pricing Constitution

    A standing pricing constitution lets teams ship pricing alongside features without escalation, protecting margin and willingness-to-pay.

    6 min read

  2. Growth

    Search Was Never a Channel

    Search was an intelligence engine that happened to deliver traffic, and the companies that only measured the traffic built nothing that transfers.

    6 min read

  3. Analytics

    Nobody Ships Against a Number They Doubt

    Data trust is a product problem, not a pipeline problem, and teams that rebuild pipelines to fix it keep rebuilding.

    5 min read

  4. Product Strategy

    Athletes Unlimited's Pause Is a Focus Lesson

    By starving basketball and volleyball to fund softball, Athletes Unlimited confirmed that nascent leagues win on conviction, not diversification.

    6 min read

  5. Experimentation

    Infinite Variants, Same Traffic

    Cheap variant generation makes most programs run more tests and learn less, because idea supply was never the binding constraint.

    6 min read

  6. Product Strategy

    Crawl, Walk, Run Is Sometimes a Lie

    Sequenced rollout works when phases share a mechanism and misleads when they don't, and most teams never check which case they're in.

    6 min read

  7. Marketplaces

    The Cap Can't Police Sponsor Deals

    The Kawhi-Aspiration dispute shows salary-cap enforcement can't police a sponsorship market where the teams under scrutiny broker the deals.

    6 min read

  8. Product Leadership

    The Scarce Assets of Product Management

    The PM outputs that survive AI drafting are the ones that require standing inside an organization, not the artifacts that compress cleanly.

    6 min read

  9. Product Strategy

    The Solo Operator Can't Afford Inference

    Two arguments this site has made are in tension, and resolving it narrows the mom-and-pop SaaS thesis to low-token categories.

    5 min read