Intelligent Vision Recognition Project
Exploring model deployment, inference optimization, and edge-side implementation for vision recognition.
AI · Computer Vision · Edge Computing
I’m interested in AI applications, agents and full-stack development. Here I keep my projects and notes on problems I encounter along the way.
EXPLORE
WritingProblems worth writing down ProjectsFrom an idea to working code AboutA little about meWhat I built, and how I approached it.
Exploring model deployment, inference optimization, and edge-side implementation for vision recognition.
AI · Computer Vision · Edge Computing
Problems, experiments and things worth remembering.
Why does streaming sometimes edit one bubble and sometimes send several messages? Follow a checklist with code through OpenClaw previews, chunking, coalescing, and final delivery.
Why does “don’t change it yet” fail to stop an assistant immediately? Follow session lanes, shared capacity, steering, and timeouts through OpenClaw’s handling of new input.
The checklist was saved, then the service restarted. Does remembering the conversation mean knowing the action completed? Follow session indexes, JSONL branches, and missing tool results to find the boundary.
A LITTLE MORE
I’m Jinyang Zhao, also known as HadesKing. I’m interested in how AI applications are built, and in the ordinary details of writing and maintaining software.
More about me ↗