AboutUpdated
Who is Wayturn?
Wayturn Hung (洪偉騰) is a backend engineer in Taiwan focused on applied AI and enterprise modernization. A guide to the core projects, evidence, and current limits.
The notebook / Thinking out loud
Notes from the work.
Engineering decisions, useful patterns, and questions worth keeping. Written to make the work a little easier to understand.
5 notes
2 min read
AI engineeringUpdated
Designing an Inspectable AI Development Workflow
How I organize command boundaries, prompts, file tools, and trace output in DevAgent so each step is easier to inspect.
Engineering notesUpdated
Bringing Backend Engineering into AI Projects
How backend concerns such as input contracts, failure handling, and verification frame my exploration of AI tools and model integration.
AI engineeringUpdated
GPT-SoVITS: Notes on an Inference Integration
A scoped look at reference audio, configuration, transcription, and the application boundary around a voice synthesis model.
AI visibilityUpdated
AI Visibility: What I Plan to Measure
Separating identity accuracy, natural discovery, supporting citations, and visits in a small public experiment using this website.