Evaluating Production AI: Performance, Cost and Robustness

A thread on evaluating production AI systems covers performance and cost metrics such as latency, token usage, cost per task and failure rates, plus robustness testing with messy and adversarial inputs to surface edge cases before real users hit them.

2026-10-13 ~ 2026-10-13 · 2 related posts

• Test AI robustness before launch: dirty inputs and adversarial cases — goyalshaliniuk · 2026-10-13
• Production AI evaluation: latency, token cost, throughput and failure rates — goyalshaliniuk · 2026-10-13