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
Day 13 of 100 Days of Solana — Reflecting on Reading On-Chain Data When I started this challenge two weeks ago with Major League Hacking(MLH), I thought blockchain was just a ledger with transactions. I was wrong—and that realization is worth writing about. Before I touched any code, I imagined blockchain data like this: Transactions sit in a database somewhere I'd need special permission to read