Experiments

MAIN PROJECT - Building a voice agent on LiveKit with matchmaking logic sitting behind it. Inspired by Wavelength and their AI voice agent — the aim is to replicate it, work out how they could have implemented something like this, and understand how it holds up at different scales.

SIDE QUEST - Came across a Hugging Face model trained to turn Sanskrit text into its spoken form. Working on implementing it on my personal website, for personal use.

SIDE QUEST - Deliberately write statements to forcing a stampede. Then fixing it with Redis — a single-flight lock so one request recomputes while the rest wait or serve stale.

MAIN PROJECT - Building a project on the principles of prompt caching — holding a stable prefix across calls so repeated context is paid for once instead of on every request.