Blog

AI cost attribution, LLM token management, and SaaS margin visibility.

• 2026-04-09

  The hottest AI job that doesn't exist yet: the Token Manager

  AI is creating a new job to be done. As inference becomes a real operating cost, someone needs to be responsible for managing it.

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• 2026-04-08

  How to Track LLM Costs by Customer and Feature: A Complete Guide

  Learn how to track LLM costs by customer and feature with practical code examples. Master AI cost attribution beyond framework level using Apeiros Protocol.

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• 2026-04-08

  Preventing Runaway AI Agent Bills: 5 Strategies to Cap Your Costs

  Learn 5 technical strategies to prevent expensive AI agent bills. Circuit breakers, token limits, cost monitoring, and more safeguards for LLM cost control.

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