Help CenterTroubleshootingTest Chat Works but Production Calls Don't

Test Chat Works but Production Calls Don't

Why test parity matters and how to debug the gap.

4 min readUpdated 2026-02-19

Voxinity's test chat in the agent editor uses the exact same prompt-assembly pipeline as production SMS. If the test passes but production fails, the gap is almost always one of three things:

  1. A tool is enabled in the agent's Tools list but not actually configured (missing URL, missing parameters). Real calls fire it and fail; test chat simulates so it never breaks.
  2. Variables referenced in the prompt aren't being populated. Open Call History → click the failed call → Variables tab → check which variables came back empty.
  3. ElevenLabs config drift. Test chat doesn't touch EL; production does. Run Admin → ElevenLabs Health → Re-sync Agent.
Watch latency
If production calls answer but feel laggy, switch your voice model to eleven_flash_v2_5 and verify your phone number isn't in a region far from our voice POPs.
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