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
Retrospective: Adopting Green Software Practices with Graviton4 and Carbon Footprint Tools As climate concerns push tech organizations to prioritize sustainability, our team at a mid-sized B2B SaaS provider embarked on a 12-month initiative to adopt green software practices, anchored by migrating to AWS Graviton4 processors and integrating carbon footprint measurement tools into our workflow. Th