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Dev.to
Dev.to
6/29/2026
The original title is: "A practical release checklist for AI voice agents before they talk to real customers"

The original title is: "A practical release checklist for AI voice agents before they talk to real customers"

Original: A practical release checklist for AI voice agents before they talk to real customers

Short summary

Release voice agents safely with a strict checklist: define completion boundaries (resolve/escalate/refuse), test with 5-10 golden-call scenarios covering voice-specific issues (interruptions, noisy speech, data capture), and score across intent, policy, tool behavior, and handoff quality. Run regression tests on revenue-critical and regulated workflows. Prioritize safe and useful automation over high automation rates.

  • Define strict completion boundaries: what the agent resolves, collects, escalates, or refuses
  • Create golden-call scenarios with realistic personas testing voice-specific failure modes
  • Score at four layers: intent handling, policy adherence, tool behavior, handoff quality
  • Run regression tests on critical workflows before and after any prompt/tool changes

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