Outbound call campaigns look simple until you need them to behave like real software.

Calling one number is easy. Calling a list of numbers means you suddenly care about queueing, rate limits, call state, webhook verification, result tracking, and summaries for the team.

I built a small example for that pattern: an AI Call Campaign Orchestrator using Python, Flask, Telnyx Call Control, the Telnyx Agent SDK, SQLite, and SMS.

Code: https://github.com/team-telnyx/telnyx-code-examples/tree/main/ai-call-campaign-orchestrator

What the app does