The last quarter in one page. A rebuild that paid for itself, generative video shipped weekly, and a few notes worth stealing.
If you are building an AI product, here is the quarter in one page: how one rebuild cut a cloud bill to near zero, how we ship generative video every week without quality falling apart, and notes you can use whether or not we ever work together.
At a glance
Case study · Client engine rebuild
A client's AI music-video engine, written in Java, had grown brittle: frequent reverts, mobile apps breaking in production, and a cloud bill that climbed with every view. We rebuilt it in Python, contract-first and verified against the real clients, so the bugs and the bill fell together.
More from the quarter
Products · try what we build
Meeting notes that write themselves. Steno captures the conversation and hands you clean, searchable notes when it ends.
Visit Steno →Push HTML, docs, images, and PDFs from your coding agents to live, commentable, versioned pages your team actually reads. This newsletter runs on it.
Visit thing →A tiny floating cat that watches your Claude Code and Codex agents from a corner of your screen. Live context meters, permission approvals, one cat.
Visit Tablo →Thirty minutes. We will tell you straight whether it is worth doing, what it would take, and how we would do it. No pitch deck required.
Book a 30-minute call → Or just reply to this email. It reaches us directly. kapil@unravel.tech