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AI-powered engineering at scale: the adoption playbook
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Your engineers are using AI. But are you getting real results?

Leading engineering teams have moved beyond scattered tool adoption to systematic transformation:

  • 30% faster PR velocity, 40% reduction in merge times, and 10x task speed-ups across teams

This playbook shows you how—with real frameworks from CTOs at Drata, Webflow, and Tilt who've scaled AI across 100+ developer teams.

What you'll get:

The 4-phase adoption framework from champion pilots to full SDLC automation

  • Ready-to-use checklists for each phase of your AI transformation
  • Self-assessment: Where does your organization stand today?
30%
Faster PR velocity
40%
Reduction in merge time
10×
Task speed up

Download the playbook and turn AI from individual productivity hack into your competitive advantage.

Get the playbook