Writing citations and feeds
Robin Winters writes about native iOS engineering, applied AI and fitness technology. These thirteen records cover self-authored writing and work accounts; original authorship, dates and evidence limits remain attached.
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- Building an iOS Moderation Layer with Apple Foundation Models framework and Firebase — 2026-04-02
Technical article describing a hybrid on-device and Firebase moderation architecture. Publication does not independently verify a deployment.
- Distributed Kinematic Sensing and Exercise Intelligence Across Apple Fitness+, GymKit and HealthKit — 2026-07-18
Architecture proposal about coordinating Apple-device sensing and workout context. It does not establish a released sensing product or Apple endorsement.
- Kinematics Lab Part II: You Don't Need Another... — 2026-07-30
Follow-up technical report discussing capture integrity, prototype limitations and device coordination. Experiments and results are author-reported, not independently reproduced.
- Swift search request ownership — 2026-10-02
Educational Swift concurrency example with seven passing macOS tests, prepared with coding-assistant support. Separate from private product code.
- Fitness event feeds: explicit dates, stable identity and visible conflicts — 2026-10-02
Educational Swift data-contract example with synthetic fixtures, conflict receipts and 12 passing macOS tests. Prepared with coding-assistant support; separate from private product code.
- In iOS 27 and Xcode 27 Liquid Glass will be applied to your app automatically. — 2026-06-30
Robin Winters discusses Liquid Glass implementation in ShowFlex. Original June 2026 developer-beta observations, republished with images and links to original videos.
- What if Myspace Had It Right? — 2026-04-01
Robin Winters considers profile-centered social design and the ShowFlex social layer. Original April 2026 essay, republished with images.
- The “Any Given Tuesday” Theory of AI Startups — 2026-02-21
Robin Winters discusses AI startup differentiation, workflows and distribution. Original February 2026 opinion essay, republished with its cover.
- How to Get Around AI Chat App Boundaries (and prevent it from happening) — 2025-07-30
Robin Winters discusses AI chat interface boundaries and defensive considerations. Original July 2025 commentary, republished with its cover.
- ShowFlex: event discovery connects native interaction with structured data — 2026-10-02
Self-authored account of native iOS engineering with dated ShowFlex App Store release evidence; AI workflows remain prototypes.
- Yukon Systems: AI systems and product delivery — 2026-10-03
Self-authored account of Robin’s TORos prototype contribution, with dated company publication and attribution limits.
- A SwiftUI search adapter needs its own request ownership — 2026-10-03
Robin Winters presents a native iOS teaching demo with observable search state, non-cooperative request races and four executable adapter checks.
- Verify a Swift package’s minimum toolchain and CLI contract — 2026-10-03
Assistant-supported account of a synthetic Swift teaching package, with public three-environment CI evidence and explicit runtime limits.
The iOS examples include assistant-supported educational code. ShowFlex is a shipped iPhone product; TORos is a prototype. See the native iOS evidence guide for product and demonstration links.