Opaque RPC errors hide the SIP response codes you need for outbound call retries
By Rokas Remeika. Published 28 September 2026. When an outbound SIP call fails, the client frequently throws an opaque RPC error string that hides t…
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Beyond Generative LLMs: Architecting Sub-10ms Voice AI with Felona Voice
The promise of conversational AI has always been a natural, instantaneous interaction. Yet, for many developers building voice agents, the reality h…
Voice Agents in Microsoft Foundry: Inside the Realtime Speech-to-Speech Architecture
Voice Agents in Microsoft Foundry: Inside the Realtime Speech-to-Speech Architecture (and Why Function Calling Is Harder Than It Looks) Why this mat…
Building FinSaathi: A Voice-First AI Financial Assistant with LiveKit and Murf
Building FinSaathi: A Voice-First AI Financial Assistant Financial information can be difficult to understand. Banking terms, loans, credit scores,…
How I Built a Real-Time Multilingual AI Voice Tutor for Bharat (And Solved the 55ms Latency Problem)
How I Built a Real-Time Multilingual AI Voice Tutor for Bharat (And Solved the 55ms Latency Problem) 10 Days of Voice AI Challenge — VoiceForBharat…
Building a Voice Agent in 10 Days — My VoiceForBharat Journey
Building a Voice Agent for a Local Indian Store: 10 Days of Voice Agents — VoiceForBharat Edition Building a voice agent sounds simple at first. Lis…
How I Built Kisan Vaani: A Multi-Agent Voice AI Assistant for Indian Farmers
Over the last 10 days, I participated in the 10 Days of AI Voice Agents (Voice for Bharat Edition) challenge by Murf AI. My goal was to build a real…
I Bought a ₹6 Share and Learned the Hard Way: Building FinEd Saathi in 10 Days
I once bought a share at about ₹6 without understanding what the complete transaction would cost. I later sold it around the same price and was surp…
OpenAI Presence: Voice Agents You Can't Self-Serve
OpenAI Presence is an enterprise product for deploying voice and chat agents, announced on July 22, 2026, and you cannot buy it with an API key. Dep…
Designing AI Voice Agent Workflows for Electricians: Urgent Calls, Quotes, and Handoffs
A lot of AI phone demos look impressive until you put them in front of a real trade business. Electricians are a good stress test. The caller might…
Why Realtime Voice AI Could Be The Next Big Shift After Chatbots
Chatbots changed how users talk to software, but Realtime Voice AI could change how they use it. Typing is slow. Menus are tiring. Users want answer…
Voice AI Outside the US: Double the Price, Worse Experience (And How We're Trying to Fix It)
Every major voice model lab hosts in us-east or us-west. If you're building voice agents in Sydney, Mumbai, or Jakarta, your audio round-trips to Vi…
Building an AI Voice + SMS Lead Qualification System for Real Estate
We recently shipped a voice AI and SMS automation system for a real estate lead generation company. The goal was simple. Every buyer lead gets calle…