EMERGINGDOSSIER · /n/centralize-ai-builds
Centralize AI GTM, stop 'vibe coding
Operators like Owner.com's Kyle Norton and Clay's Everett Berry argue AI builds belong in a dedicated team running product-engineering rituals (sprints, release notes, version control), with experimentation at the edge but standardization at the data layer.
THE BRIEFHOW THIS NARRATIVE IS FRAMED
FRAMINGS
- · no rep vibe coding
- · applied AI team
- · sprints and release notes
- · compounding vs scattered builds
PATTERNS
- · vibe coding
- · applied AI team
- · centralized model
- · two week sprints
- · release notes
- · standardization at the data layer
- · experimentation at the edge
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