~/talk

Scaling Tech Organizations

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slides:none on file

Practical roadmap for scaling from a garage team to a 1,200 person org with four phases: startup ~0–25, dawn of managers ~25–100, director phase ~100–500, and VP/GM scale beyond that. Key claims: coordination grows as n squared coordination, so hire managers, recruiters and add basic ticketing and flexible agile early. Use vertical product teams sitting on platform infrastructure — the layer cake — with federated data and an ML platform. Operational rules: make levels public, avoid micro‑level ladders and inflating everyone to principal.

AI-written summary · about

  1. 0:00Intro
  2. 3:29Startup
  3. 11:13HR
  4. 13:08Principal
  5. 13:58Culture
  6. 14:57Directory
  7. 15:24Team Structure
  8. 17:39Product Orgs
  9. 18:16Reorgs
  10. 20:09Current Org
  11. 23:23QA
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