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YesClaude, GPT · 2 Nov 2026

On a budget of $2000 of API-priced tokens (Claude models + GPT models) we were able to migrate ~6 teams of infrastructure in 1 month, done by 1-2 people

lelandbatey on Hacker News

migrate ~6 teams of infrastructure in 1 month

In the thread “AI delivers 'zero financial payoff' to most companies, Apollo economist says”, replying to this comment

Helped: Exhaustive AI research of 5 years of history to find forgotten context.

Internally the hard data is there. On a budget of $2000 of API-priced tokens (Claude models + GPT models) we were able to migrate ~6 teams of infrastructure in 1 month, done by 1-2 people. Without AI it would've taken 10x longer wall clock time to do, and involved far more folks, and probably would have been much bumpier of a rollout. …