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  Self-hosting is not automatically cheaper because it transfers model serving, patching, capacity planning and incident response to the product team, so the decision should begin with requirements that a managed endpoint cannot meet. https://ai-software-development.net
  
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  Before deployment, test the complete application path rather than an isolated model prompt. A self-hosted AI architecture review should include monitoring and access control. The release process must also be reversible.