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Pipecat Deployment in Production: A Self-Hosting Blueprint for Phone Agents
Voice AI Testing
25 min read

Pipecat Deployment in Production: A Self-Hosting Blueprint for Phone Agents

Pipecat deployment blueprint for phone agents: process model, Docker and Kubernetes setup, drain-safe deploys, capacity math, and Cloud vs self-host cost.

October 4, 2026Read more
Debugging a LiveKit Latency Issue End to End: Metrics, Waterfalls and Fixes
Voice AI Testing
23 min read

Debugging a LiveKit Latency Issue End to End: Metrics, Waterfalls and Fixes

Fix a LiveKit latency issue: map every metric to a hop, build p50/p95 waterfalls, find what e2e_latency misses, and apply the right fix per segment.

October 4, 2026Read more
Pipecat Interruption Strategy and Smart Turn v3: Settings That Work on Phone Audio
Voice AI Testing
22 min read

Pipecat Interruption Strategy and Smart Turn v3: Settings That Work on Phone Audio

Configure Pipecat interruption strategies, Smart Turn v3, Silero VAD and idle timeouts for 8 kHz phone calls, with latency math and a test plan.

October 4, 2026Read more
Pipecat Twilio Integration (and Telnyx): Media Streams vs SIP, Audio Formats, and the Failures to Test
Voice AI Testing
25 min read

Pipecat Twilio Integration (and Telnyx): Media Streams vs SIP, Audio Formats, and the Failures to Test

Pipecat Twilio integration from the wire up: Media Streams vs SIP, Telnyx traps, 8 kHz resampling, clear and mark events, hang-ups, costs, test matrix.

October 4, 2026Read more
LiveKit + Twilio Outbound Calling: SIP Trunk Setup and What to Test Before Go-Live
Voice AI Testing
25 min read

LiveKit + Twilio Outbound Calling: SIP Trunk Setup and What to Test Before Go-Live

LiveKit Twilio outbound call setup, leg by leg: Elastic SIP termination, CreateSIPParticipant, SIP codes, AMD, end-call, cost math, and go-live tests.

October 4, 2026Read more
LiveKit vs Pipecat for Telephony: SIP, Phone Numbers, and Real Calls
Voice AI Evaluation
17 min read

LiveKit vs Pipecat for Telephony: SIP, Phone Numbers, and Real Calls

LiveKit vs Pipecat telephony, compared hands-on: SIP trunks, dispatch rules, Twilio media streams, Daily SIP, DTMF, transfers, voicemail, failure modes.

Updated October 4, 2026Read more
Jev for Voice Agent Call Monitoring
Voice AI Evaluation
24 min read

Jev for Voice Agent Call Monitoring

Jev voice agent call monitoring, hands-on: per-turn alert payloads, a Python alert router, cost math at 1M calls, and calibration checks that curb fatigue.

Updated October 4, 2026Read more
LiveKit vs Pipecat: The Deep Gaps the Comparison Posts Miss
Voice AI Evaluation
13 min read

LiveKit vs Pipecat: The Deep Gaps the Comparison Posts Miss

LiveKit vs Pipecat comparisons skip the gaps that bite in production: SIP telephony, turn detection, branching, lock-in, and the call-quality blind spot.

Updated October 4, 2026Read more
Routing Use Cases of Jev in AI Voice Agents
Voice AI Evaluation
22 min read

Routing Use Cases of Jev in AI Voice Agents

Jev routing use cases for voice agents: a 30-router catalog, a real Choice response decoded, reusable Python, and how to measure routing accuracy on calls.

Updated October 4, 2026Read more