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Delphi Runs 100+ Daily Production Deploys of a Python Backend With Ten Engineers and No Infra Team
Vercel published an engineering account of Delphi, which builds digital minds, shipping more than 100 production deploys a day behind feature flags with ten engineers, no dedicated infrastructure role, and everyone including product and design shipping code. It is a vendor-published case study, so the framing is promotional, but the specific ratio of deploy frequency to headcount is the useful datum for solo and small-team builders calibrating what AI-assisted teams can sustain.
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