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Two Approaches to Helping AI Agents Use Your API (And Why You Need Both)

calendar_today January 28, 2026 person info@qdrant.tech (Andrey Vasnetsov) domain qdrant

AI coding agents fail in predictable ways when working with APIs. Two recent approaches from Mintlify and Armin Ronacher attack different failure modes. Understanding both reveals something useful about how agents should interact with developer tools.

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