Continue

This video’s title is just one word — “Continue” — paired with a self-deprecating “Why would God make it this way.” It’s really about the same thing: KiroStudio is still moving forward.

KiroStudio is my personal all-in-one Kiro gateway. It pulls all the dirty work around Kiro accounts and calls into a single backend. The core is protocol conversion: it translates Kiro’s interfaces into a universal protocol, so the tools sitting in front don’t have to care what’s behind them — they just use it as a standard API.

Accounts are the focus here. Multiple accounts are pooled and rotated, paired with credential-level proxying — each credential goes out through its own exit, instead of every request being crammed onto one line. Add machine-code injection on top, so each account looks like its own independent environment, and you don’t get everything wiped out at once because fingerprints collided.

Engineering-wise it takes the self-hostable route: a web backend manages accounts and config, data lands in a local SQLite, and the whole thing packs into Docker for one-command startup. No dependency on external services — everything lives on your own machine.

“Why would God make it this way” is probably just the norm when you build this kind of thing — protocol, fingerprint, proxy, every layer has its own pitfalls, and filling one uncovers the next. So the video is called “Continue” — no conclusion, just keep writing.