How-To Guides

Step-by-step guides for common Apeiros workflows — from initial integration to customer budget enforcement.

• beginner5 min

  How to integrate Apeiros into your existing AI stack

  Where to place instrument() and start_session() — and how to remove the manual token tracking you may already have.

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• beginner6 min

  How to see which customers are losing you money

  Tag tasks with a customer_id, call customer_report(), and read the margin table.

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• intermediate7 min

  How to track costs by workflow

  Use task names and cost_estimate to find which workflows are burning your margin.

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• intermediate6 min

  How to set a customer budget and get notified when it's exceeded

  Pass budget= to start_session(), read the budget_exceeded warning, and wire it to your alerting system.

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