AI observability for coding agents (ANSWERED)
AI observability extends classic APM.
TL;DR — Quick Answer
Trace every LLM call and tool invocation; measure task success, CI pass/revert rates, latency, $/success, injection/policy blocks; alert on cost spikes, sandbox escapes, and sudden quality drops.
The Interview Question
What should you observe for production coding agents? Design metrics, traces, and alerts for quality, cost, and security.
Deep Explanation
AI observability extends classic APM.
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