About / operating principles
From vibe coding to verifying it.
I'm Hu Aodong (胡傲东), an independent developer. Most of what I've shipped sits close to the runtime — C++ systems, full-stack products in TypeScript and React, and client-side software people actually install and run.
What I work on
- 01C++ Development
- 02TypeScript + React (Full-Stack)
- 03Client-side Development
- 04AI Agent / Runtime Engineering
How I got here
The vibe coding turn.
The shift started while I was building an AI video generation client. I leaned on vibe coding — describing what I wanted and letting the model fill in the rest — and it was fast, almost uncomfortably so. Features that used to take a week were showing up in an afternoon.
What stuck with me wasn't the speed. It was how little I could actually verify about what had been generated until something broke. That gap — between an AI producing plausible-looking code and me being able to trust it — is what pulled me toward agent runtimes, harnesses, and evaluation loops instead of just shipping more features on faith.
This site is where that shift gets documented in public: not finished claims, but the actual state of things — what's built, what's simulated, and what's still just a direction.
How I work
Observe, compose, verify.
- 01Observefind the real constraint before writing anything
- 02Composebuild the smallest loop that's actually useful
- 03Verifykeep the evidence inside the system, not in a claim