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
Aug 28, 202614 min read

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

From the outside, an on-demand booking application appears straightforward. A customer searches for a service, selects a provider, chooses an available slot, makes a payment, and receives a confirmati

A practical backend architecture comparison for developers, founders, and teams choosing between FastAPI, Flask, and Django.

Real-world architectural lessons from scaling FastAPI systems under sustained concurrency.

A clean, practical, no-nonsense walkthrough for Python developers
