Microsoft Research / DORA • Nicole Forsgren
Developer Productivity Is Undefined
Tier
PRO
Executives want AI productivity gains, but teams do not agree on what productivity means.
PRIORITIZATIONSCALEanalytics
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Every • Dan Shipper
Every Wants a Tiny Team With Massive Output
Tier
PRO
A small team can ship far more with AI, but only if workflows are redesigned instead of casually adopting tools.
TEAMEARLYexecution
Vercel / Stripe • Jeanne Grosser
GTM Should Feel Like Product
Tier
PRO
The product is strong, but the buying journey feels generic in a market where buyers have many similar options.
GROWTHGROWTHcommunication