Apple-native product systems · on-device AI evaluation · SwiftUI trust surfaces · evidence-first workflows
Wi Studio Open Lab is the public research and engineering portfolio of Wi (thienhoc). It turns long-form product research into small, reproducible tools that other designers, iOS developers and agent builders can inspect, run and extend.
| Repository | What it gives you |
|---|---|
| Kumiko Framework | A traceable method for decomposing product interfaces into reusable cells, assemblies and screens. |
| On-device Recognition Benchmark | An offline scorer and gate model for OCR/vision field extraction, confidence and hallucination checks. |
| SwiftUI Trust Surfaces | SwiftUI materials and evidence components that keep trust-critical content opaque and accessible. |
| Evidence-first Agent Workflows | Schemas and validation patterns for research capsules, checkpoints and execution records. |
- Evidence before claims: proposals, measurements and shipped behavior are labelled separately.
- Small public contracts: each repository has a focused problem, quickstart and testable interface.
- Apple-native by default: system behavior, availability and accessibility remain explicit constraints.
- Vietnamese depth, global reach: English is primary for discovery; Vietnamese notes preserve the original reasoning.
All four repositories are part of Wi Studio Open Lab and are authored by Wi. The Wi Studio logo artwork is a brand asset and is not covered by the code or documentation licenses.
Open an issue in the relevant repository for technical questions. Product-specific internal material, private journals, business documents, unreleased assets and user data are intentionally kept outside this public hub.
Wi Studio Open Lab · by Wi · English first, Vietnamese second