Blog

Practical guides on cheap OpenAI and Anthropic access, OpenRouter alternatives, AI cost control, and model routing.

10 min read

AI Chargeback Without Jira Archaeology

One shared AI endpoint can hide five different spending stories. By the time the invoice arrives, finance sees one number, platform sees one API key, and product teams argue from…

  • ai attribution
  • chargeback
  • usage analytics
  • finops
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4 min read

Safe routing patterns for multi-model AI stacks

A multi-model stack fails quietly when routing is implicit. Requests hit whatever default was configured last quarter, downgrade paths are undocumented, and on-call learns about a…

  • routing
  • architecture
  • reliability
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