Model providers change prices, deprecate endpoints, and ship breaking changes on their own schedule. Here is how we design AI features so a provider swap is a config change, not a rewrite.
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You can spend your seed round on cloud architecture, or you can ship. Here is the lean Azure baseline we deploy for early-stage SaaS — secure and observable, without the platform-team overhead.
Most MVPs fail not because the code is bad but because the scope was wrong. This is the scoping method we use to get founders a real, usable product in six weeks.
