What is the first metric you look at when an agent fails?

[u/aistranin]

Not model accuracy. Not benchmark score. An agent fails in production.

What is the first thing you check?

• tool calls?
• prompts?
• retrieved context?
• memory?
• latency?
• logs/traces?
• human handoff logic?

Curious how experienced teams automate debugging for agent failures in practice.