𝗜𝗻𝘀𝘁𝗿𝘂𝗺𝗲𝗻𝘁𝗶𝗻𝗴 𝗔𝗴𝗲𝗻𝘁𝘀 𝗳𝗼𝗿 𝗣𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻

𝗜𝗻𝘀𝘁𝗿𝘂𝗺𝗲𝗻𝘁𝗶𝗻𝗴 𝗔𝗴𝗲𝗻𝘁𝘀 𝗳𝗼𝗿 𝗣𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻

Running AI agents in production is hard. Standard web services are simple. They work or they fail.

AI agents are different. An agent spends tokens. It takes time. It gives a wrong answer. Your dashboard shows a green request. No error occurs. No alert fires. Your users stop trusting your product.

You need a system to debug. Stop guessing. Logs and metrics are not enough. Use distributed tracing.

This guide covers:

• OpenTelemetry for observation.
• Tail-sampled traces for debugging.
• Cost attribution for spending.

Source: https://dev.to/rishi_kora/instrumenting-agents-for-production-opentelemetry-tail-sampled-traces-and-cost-attribution-m23

Optional learning community: https://t.me/GyaanSetuAi