Designing Production AI Voice Agents: Where LLMs Stop and Application Logic Begins
Lessons from building a Twilio, ElevenLabs, OpenAI, FastAPI, and CRM workflow that turns conversations into controlled business actions

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Articles tagged with #ai
Lessons from building a Twilio, ElevenLabs, OpenAI, FastAPI, and CRM workflow that turns conversations into controlled business actions

A practical implementation breakdown of turning customer support messages into prioritized tickets without blindly automating customer replies.

Building Human-in-the-Loop AI Workflow Automation with Make, FastAPI, OpenAI, and Monday CRM

AI automation is everywhere in 2026.What’s rare is automation that keeps working after launch. Most teams don’t fail because they chose the wrong model.They fail because production reality is very different from demos. This post shares what actually ...

A practical look at how speech-to-text, LLMs, and automation pipelines are replacing traditional call center workflows

Explore how computer vision helps machines see, understand, and act like humans — and what that means for the future of AI.
