Building AI calling agents shouldn't require a commercial license or massive per-minute markups. If you are a Python developer, you should be able to spin up a sub-500ms latency voice agent on your own machine. Prerequisites Python 3.10+ A Twilio or Telnyx SIP Trunk LiveKit Credentials An OpenAI API Key First, clone the Siphon repository and install the requirements. pip install siphon-ai Next, c
ABOUT THIS LAB Microsoft Learn was one of those sessions that looks simple first until you hit a permission wall you did not expect like I did. Here is the full walkthrough, including the gotcha that tripped me up. The objective of this lab is to configure an Azure Storage account that can host public-facing content such as images, videos, and documents while supporting high availability, soft del