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Capstone: Mock Loop & Self-Exam1 / 3

2 min lesson

The 90-second why-Cursor, then poke holes in it

Talk this through in your own words: "In Cursor's spirited-debate round, what behavior most signals truth-seeking and what's the failure mode on each side?" Finish with the next move.

Step 1 of 3

The 90-second why-Cursor, then poke holes in itThree beats, specific to this charter

  1. 1The charter angle. You want to own the unit economics of a large-scale AI product where inference is the dominant COGS line - one of the rare TPM roles that's genuinely quantitative and finance-adjacent, not Gantt-chart PM.
  2. 2The operator angle. You build the model and write the doc yourself. A flat, founder-engaged org with no thick management layer is where a hands-on operator who influences with prepared artifacts thrives and that's the work you actually want.
  3. 3The mission angle. Genuine belief that AI-assisted coding is where software is going, said plainly. The intensity only reads as real when the belief under it is real.
Say it like this

“Most TPM roles are process and ceremony. This one is essentially owning the unit economics of a large-scale AI product where inference is the biggest COGS line - that's the quantitative, finance-adjacent work I'm best at and rarely get as a TPM. I want to build the cost models and capacity frameworks myself, in a flat org where the doc is the deliverable, not a deck someone else executes. And I believe AI-assisted coding is the future, so getting its unit economics right is work I'd find meaningful, not just billable.”

Interview move

Have your peer attack the why-Cursor for genericness: “you could say that about any infra startup.” The fix is concreteness - name inference as the dominant COGS line, then a real Cursor session you ran and what you noticed about cost or latency. Authentic product usage is a screened signal here; “I've used it twice” is a quiet fail and a specific observation from real sessions is a quiet pass.