Stop Copy-Pasting AI Strategies: Lessons from Large vs. Lean Orgs
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summary
A facilitated roundtable comparing how the same AI tools behave in a 120-person engineering organization versus a small, high-pressure product team, focusing on practical friction points like onboarding, delivery pressure, and transfer of tribal knowledge. Topics include why large-org AI strategies can fail in lean teams, whether faster shipping reduces architectural understanding, and the costs of verifying AI-generated code.
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