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DevOps for Startups

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Claim: startups must adopt DevOps as a culture early to avoid scaling failures. Evidence: traditional shops have 20 or more engineering teams with separate dev, ops, QA; startups run with ten or less, developers testing their own code, one person handling deployments and customers acting as monitoring. Consequence: one-off deployments and manual testing block growth. Recommendation: automate CI/CD and tests and embed ownership so teams can scale without repeated firefights.

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