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[ARTICLE · art-141661] src=dev.to ↗ pub= topic=ai-agents verified=true sentiment=↑ positive

Hello dev.to! Here is my BenchmarkingRealWork series case 01.

Yaoshen Luo built a voice agent benchmark derived from real customer failures, launching it as the first case in a "Benchmarking Real Work" series. The project turns production failure cases into evaluation material for voice agents.

by read1 min views2 publishedSep 29, 2026

Benchmarking Real Work - Case 01: How I Built a Voice Agent Benchmark from Real Customer Failures Yaoshen Luo Yaoshen Luo Yaoshen Luo Follow Sep 29 Benchmarking Real Work - Case 01: How I Built a Voice Agent Benchmark from Real Customer Failures

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beginners 1 reaction Add Comment 5 min read

source & further reading
dev.to — original article Don't Treat 'Module Internals Don't Matter' as Unconditional How can an AI agent read an email verification code without writing a regex? I Gave an Incident Agent a Memory With Hindsight
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