PromptLayer: Trace AI requests, workflows, and costs in one timeline

As AI applications become more complex, are people really tracking token usage and costs at the workflow level?

It’s easy enough to see the use for individual model calls, but once a feature spans multiple signals, models, tools, retries, and background jobs, I find it much harder to answer questions like these:

  • Which workflow is driving up costs?

  • Where is latency being introduced?

  • Which step failed?

  • How much does a single user action really cost?

Want to know what other people are using today.



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