PCM16 24kHz vs Vapi Pipeline: Voice Quality Deep Dive
Why PCM16 24kHz is the right audio format for realtime voice AI. CallSphere's pipeline vs Vapi's opinionated stack — codecs, sample rate, intelligibility.
Browse older CallSphere articles on AI voice agents, contact center automation, and conversational AI.
From the blog
Why PCM16 24kHz is the right audio format for realtime voice AI. CallSphere's pipeline vs Vapi's opinionated stack — codecs, sample rate, intelligibility.
CallSphere auto-scores every call: sentiment -1.0 to 1.0, lead 0-100, intent, satisfaction, escalation. Vapi gives you raw recordings. Here is the analytics pipeline.
Server-side VAD via OpenAI Realtime beats client-side VAD on false-trigger and cut-off problems. CallSphere's turn detection vs Vapi's pipeline.
For a 5-person clinic, CallSphere's flat tier breaks even on day 14 vs Vapi's all-in. Here is the ROI math and migration timeline.
An agentic-AI perspective on Claude Code 2.1 background agents, covering orchestration patterns, tool use, and how asynchronous AI fits production agent stacks.
Infrastructure-level look at Claude Sonnet 4.6 Vertex, including GCP Anthropic, deployment topology, region availability, and cost considerations.
A practical engineering deep dive into MCP 1.0 vs OpenAI, covering architecture, tradeoffs, and what production teams need to know about tool protocol comparison.
A practical engineering deep dive into Claude Sonnet 4.6, covering architecture, tradeoffs, and what production teams need to know about production AI agents.
LoCoMo is the closest thing the field has to a memory benchmark right now. How to use it to evaluate Mem0, Zep, and a custom store with reproducible methodology.
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