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📰 Dev.to · Mart Schweiger

33 articles · Updated every 3 hours · View all reads

All Articles 131,978Blog Posts 136,781Tech Tutorials 34,209Research Papers 25,925News 18,714 ⚡ AI Lessons
Time to First Token: The Voice Agent Latency Metric
Dev.to · Mart Schweiger 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Time to First Token: The Voice Agent Latency Metric
Ask an STT vendor how fast they are and you'll get a word error rate and an average latency number....
Sync vs. Async Transcription: Which to Use (2026)
Dev.to · Mart Schweiger 📣 Digital Marketing & Growth ⚡ AI Lesson 1w ago
Sync vs. Async Transcription: Which to Use (2026)
You've got a recording and you want text back. For years that meant one thing at AssemblyAI: submit...
Voice Agent Architectures Explained
Dev.to · Mart Schweiger 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Voice Agent Architectures Explained
Every voice agent does the same three things. It listens, it thinks, and it talks back. The...
How Conversation Context Boosts Voice Agent Accuracy
Dev.to · Mart Schweiger 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
How Conversation Context Boosts Voice Agent Accuracy
Here's a small experiment. Say "user at assembly a-i dot com" out loud and imagine transcribing it...
Transcription Accuracy on Hard, Noisy Audio
Dev.to · Mart Schweiger 📐 ML Fundamentals ⚡ AI Lesson 2w ago
Transcription Accuracy on Hard, Noisy Audio
Most speech-to-text demos use clean audio. One speaker, a good mic, a quiet room. Your production...
Wrong Drug Name In, Wrong SOAP Note Out: Error Propagation
Dev.to · Mart Schweiger 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Wrong Drug Name In, Wrong SOAP Note Out: Error Propagation
A clinical AI pipeline looks deceptively simple on a whiteboard. Audio goes in. A speech-to-text...
How accurate are AI transcripts for technical or medical terms?
Dev.to · Mart Schweiger 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
How accurate are AI transcripts for technical or medical terms?
AI transcripts often misfire on drug names, dosages, and jargon. Learn to measure accuracy with Missed Entity Rate and the tools that get terms right.
How is speaker embedding used in voice recognition for transcripts?
Dev.to · Mart Schweiger 📐 ML Fundamentals ⚡ AI Lesson 1mo ago
How is speaker embedding used in voice recognition for transcripts?
Speaker embeddings are the voice "fingerprints" behind diarization. See how the 4-step pipeline labels who spoke when — with code and accuracy benchmarks.
How does context influence automatic speaker labeling?
Dev.to · Mart Schweiger 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
How does context influence automatic speaker labeling?
Audio, metadata, and structural context turn generic speaker labels into named, role-assigned participants. See how to configure each one in the API.
How to add automatic LLM fallbacks to your voice pipeline
Dev.to · Mart Schweiger 2mo ago
How to add automatic LLM fallbacks to your voice pipeline
Your voice agent is mid-conversation when Anthropic's API returns a 529 overloaded error. The user is...
AssemblyAI LLM Gateway vs. OpenRouter vs. LLM Gateway.io: Pricing, security, and reliability compared
Dev.to · Mart Schweiger 2mo ago
AssemblyAI LLM Gateway vs. OpenRouter vs. LLM Gateway.io: Pricing, security, and reliability compared
Picking an LLM gateway used to be a niche infrastructure decision. In 2026, it's table stakes for any...
Build a voice agent that can make outbound calls with AssemblyAI
Dev.to · Mart Schweiger 🤖 AI Agents & Automation ⚡ AI Lesson 2mo ago
Build a voice agent that can make outbound calls with AssemblyAI
A runnable Node.js bridge that places a real outbound phone call with Twilio and bridges its audio into AssemblyAI's Voice Agent API. One WebSocket on each side
Build a voice agent with LiveKit and AssemblyAI’s Voice Agent API
Dev.to · Mart Schweiger 🤖 AI Agents & Automation ⚡ AI Lesson 2mo ago
Build a voice agent with LiveKit and AssemblyAI’s Voice Agent API
Build a multi-user, browser-ready voice agent in Python. LiveKit handles the WebRTC transport — rooms, participants, recording, geographic distribution, mobile
Node.js voice agent with AssemblyAI's Voice Agent API
Dev.to · Mart Schweiger 🤖 AI Agents & Automation ⚡ AI Lesson 2mo ago
Node.js voice agent with AssemblyAI's Voice Agent API
Build a real-time voice agent in Node.js with one WebSocket and one API key. The AssemblyAI Voice Agent API handles the entire conversational pipeline — speech
Voice Agents: Build Real-Time AI Phone Systems (2024)
Dev.to · Mart Schweiger 🤖 AI Agents & Automation ⚡ AI Lesson 2mo ago
Voice Agents: Build Real-Time AI Phone Systems (2024)
Voice agents in noisy environments: learn how they work, where they fit, and how to build them for drive-thrus, contact centers, and field teams at scale.
OpenAI Realtime API Migration: Complete Guide
Dev.to · Mart Schweiger 🤖 AI Agents & Automation ⚡ AI Lesson 2mo ago
OpenAI Realtime API Migration: Complete Guide
OpenAI Realtime API migration guide: learn how to move to AssemblyAI Voice Agent API with less session code, simpler audio streaming, and tool support.
How to Easily Build a Voice Agent with AssemblyAI
Dev.to · Mart Schweiger 🤖 AI Agents & Automation ⚡ AI Lesson 3mo ago
How to Easily Build a Voice Agent with AssemblyAI
What Is an AI Voice Agent? Voice agents are software systems that engage in natural speech...
How to Build an AI-Powered Interview Scoring System with Speech-to-Text
Dev.to · Mart Schweiger 🤖 AI Agents & Automation ⚡ AI Lesson 3mo ago
How to Build an AI-Powered Interview Scoring System with Speech-to-Text
Overview This tutorial demonstrates creating an AI-powered interview evaluation system...
When to Stop Self-Hosting Whisper (and What You Actually Gain)
Dev.to · Mart Schweiger 🛠️ AI Tools & Apps ⚡ AI Lesson 3mo ago
When to Stop Self-Hosting Whisper (and What You Actually Gain)
Overview This article examines the real costs of self-hosting OpenAI's Whisper versus...
How to Build a Voice Agent with Python in 5 Minutes
Dev.to · Mart Schweiger 3mo ago
How to Build a Voice Agent with Python in 5 Minutes
Overview This tutorial demonstrates creating a complete voice agent that listens, thinks,...