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Migrating to HINOW

Migrate existing applications to the HINOW API with controlled changes and behavior tests.

Updated on Aug 10, 2026

Migrate in stages: first reproduce the current behavior with a HINOW model; then evaluate quality, cost and latency before optimizing prompts or adding features.

The HINOW API uses Bearer authentication and the base URL https://api.hinow.ai/v1. How much you need to change depends on the interface you use today.

From OpenAIKeep the SDK on Chat Completions or adapt applications that use the Responses API.Recommended strategyFrom AnthropicConvert Messages, system prompts, responses, streaming and tools.Inventory the integration

Swap credentials and contract

  1. 1

    Preserve the behavior

    Keep the prompt and the test cases at first. That makes differences easy to identify.

  2. 2

    Validate with representative traffic

    Compare quality, format, errors, tokens, cost and latency before rolling out gradually.

  3. 3

    List the endpoints, models, parameters, tools, images, streaming and response fields used by the application.

    Mantenha o prompt e os casos de teste inicialmente. Isso torna diferenças fáceis de identificar.

  4. 4

    Use `HINOW_API_KEY`, the full URL `https://api.hinow.ai/v1/chat/completions` and a HINOW model identifier.

    Compare qualidade, formato, erros, tokens, custo e tempo de resposta antes de liberar gradualmente.

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