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A customer came to me with a tricky request: they wanted near real-time visibility into FDA food recalls and safety alerts to reduce supply chain risks. On paper, it sounded simple: call the API, grab the data, sync it. But any developer who’s built against a new API knows what comes next. Pagination doesn’t behave the way you expect. Authentication throws curveballs. Rate limits block you just as tests start running.