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News
How to Run Regression Tests on Pipecat Agents After Prompt Changes
12+ hour, 21+ min ago (1711+ words) How to run regression tests on Pipecat, LiveKit, Retell and Vapi agents after a prompt change, with pass^3 data from one agent tested across six platforms. Founding Engineer, Cekura · IIT Bombay · Ex-Apple Cekura is a platform that runs regression tests…...
AI Voice Bot Accuracy Rates: The Four Real Numbers
1+ day, 23+ hour ago (1586+ words) Has stress-tested 5M+ voice agent minutes at Cekura. AI voice bot accuracy rates measure how often a voice agent gets things right, from transcribing what the caller said to finishing the task they called for. A vendor quoting "95% accurate" is averaging…...
Best AI Voice Agent Testing Tools in 2026 (Reviewed)
4+ week, 2+ day ago (1660+ words) Has stress-tested 5M+ voice agent minutes at Cekura. AI voice agent testing tools exist because voice agents sound fine in demos. They break fast once live callers bring accents, interruptions, and noisy audio into the conversation. This roundup covers seven tools…...
Monitor Pipecat Voice Agents in Production
2+ mon, 2+ week ago (1603+ words) Teams looking for tools to monitor Pipecat voice agents usually need more than uptime checks or generic LLM traces. A production Pipecat voice agent has to be monitored across the full real-time voice pipeline: sessions, transcripts, audio, latency, interruptions, tool…...