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Episode Summary
Org-wide AI transformation keeps failing — not because the tech doesn't work, but because trying to move 200 engineers at once turns into a slog. Dave and Dan break down what they see in the field: tool sprawl, the very real fear engineers feel about being the ones disrupted, and the trap of tripling your Claude bill without shipping any faster. Their fix: skip the org-wide rollout, embed a small tiger team on your most important product, and build a system the rest of the company can adopt later.
Key Topics
Notable Quotes
About The Velocity Lab
Dave O'Dell and Dan McAulay work inside engineering organizations every day helping them ship faster with AI. No hype, no BS — just what's working in the field.
Subscribe: RSS
By Dave O'Dell and Dan McAulayEpisode Summary
Org-wide AI transformation keeps failing — not because the tech doesn't work, but because trying to move 200 engineers at once turns into a slog. Dave and Dan break down what they see in the field: tool sprawl, the very real fear engineers feel about being the ones disrupted, and the trap of tripling your Claude bill without shipping any faster. Their fix: skip the org-wide rollout, embed a small tiger team on your most important product, and build a system the rest of the company can adopt later.
Key Topics
Notable Quotes
About The Velocity Lab
Dave O'Dell and Dan McAulay work inside engineering organizations every day helping them ship faster with AI. No hype, no BS — just what's working in the field.
Subscribe: RSS