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AutoPinFlow AI • Automation • Future Technology

OpenAI’s Platform Shift: What It Means for Product Builders

The API surface keeps moving up the stack. We break down what to build on, what to avoid, and how to keep your product portable.

Moving up the stack

Every platform generation absorbs a layer that startups previously sold. Retrieval, evaluation and agent orchestration are now first-party features.

Staying portable

Keep an abstraction between your product logic and any single provider. The cost is a week of engineering; the benefit is negotiating leverage and a migration path.

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Diego Marin

Tools & Reviews

Diego stress-tests AI products so you don't have to, with a bias for evidence over hype.

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