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
We are living in the golden age of developer productivity. With tools like Copilot and ChatGPT, you can generate hundreds of lines of boilerplate and complex API endpoints in seconds. It feels like magic. But there is a hidden danger lurking behind that flashing cursor: If you don't possess foundational architectural knowledge, AI will just help you build a Big Ball of Mud faster than ever before.