Things I think about
in streaming and AI.

Five AI flows I have shipped in streaming products — and what each one actually does.

AI in OTT is mostly still at the chatbot stage. Prompt in, text out. I have been building something different: actual ML pipelines for metadata enrichment, intent-based clip ranking, automated highlight generation, ad breakpoint detection, and multilingual captioning. Here is how each one works in production.