How a Meta PM ships products without ever writing code | Zevi Arnovitz

· coding · Source ↗

Summary based on the YouTube transcript and episode description.

Zevi Arnovitz, a zero-technical-background Meta PM, explains the slash-command workflow his own engineers ask him to teach them.

  • Meta engineers ask Arnovitz—a PM with no coding background—to teach them his AI build workflow, not the other way around.
  • He uses model-specific roles: Claude as CTO/dev lead, Gemini 3 for UI, OpenAI Codex for the hardest bugs only.
  • His “peer review” technique runs the same code through Claude, Codex, and Cursor Composer, then has Claude adjudicate which findings are real issues.
  • When AI makes a mistake, he asks it to diagnose the root cause and update its own documentation or slash-command prompts so the error cannot recur.
  • He localized StudyMate from Hebrew to English in two days solo; estimates a dev team would need weeks for the same task.
  • He used a Claude coaching project plus a Base44 quiz app he built for segmentation practice to prep for—and land—his Meta PM role.
  • His non-technical entrepreneur brother replaced Zapier and Airtable with a full custom CRM built entirely with AI tools.
  • Recommends a deliberate graduation path for non-technical builders: ChatGPT project → Bolt/Lovable → Cursor, treating each step as exposure therapy to code.

2026-01-18 · Watch on YouTube

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