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Heroku AI cookbook

Blueprints for shipping production AI faster

These recipes adapt OpenAI’s latest patterns to Heroku’s managed inference stack. Copy them as-is or remix the ideas to accelerate your next assistant, voice experience, or enterprise integration.

Adapt each recipe

  • Switch clients to https://us.inference.heroku.com/v1 and reuse your INFERENCE_KEY.
  • Store credentials in Heroku Config Vars, not source code.
  • Attach guardrails (input/output filters) before connecting production tools.