SMRTR AIMay 11, 2025Daily.dev

How LLM tracing helps you debug and optimize GenAI apps

SMRTR summary

LLM tracing captures every step in AI workflows, from input to output. It helps debug failures, optimize performance, track costs, and audit complex systems. Portkey enables end-to-end tracing across models and providers, offering detailed metadata, visual traces, and minimal setup. Best practices include establishing KPIs, capturing detailed logs, and using insights to improve prompts and architecture.

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