The Two Boundaries Where Voice Agents Quietly Corrupt State
Why fluent voice agents can still write the wrong backend state, plus a reproducible ASR test and an operational reliability checklist.
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AI Engineer building applied AI systems, automations, and developer tools.
I’m an AI engineer and founder of VolyxAI, building practical AI systems, automations, and developer tools. I write about applied AI, machine learning, autonomous agents, and lessons from shipping real products.
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