DEV Community

S S
S S

Posted on

Usage visibility matters when building AI apps

When building AI applications, usage visibility becomes important quickly.

At the demo stage, you may not care much. You call a model, test outputs, and keep building.

But once a project gets real users or multiple team members, usage becomes part of the development workflow.

Developers need to know:

  • Which workflows are using AI APIs
  • Where usage can be checked
  • How usage changes over time
  • How model access is organized
  • Where documentation lives

ChinaRouter is focused on this operational side of AI API usage.

It provides a unified AI API gateway and admin dashboard with model marketplace access, usage lookup, documentation, and dashboard workflows.

Website: https://chinarouter.net/

For people building AI apps: how do you currently track API usage?

Top comments (0)