Robin Winters

Technical writing

Also published by Robin Winters on Medium, Hashnode, and DEV. These are copies of the original articles, with source attribution retained.

Native Apple software, applied AI and fitness technology.

Seven LinkedIn articles are republished here with their original wording, images, captions and dates. The original editions remain linked. Two educational Swift accounts include public source code and scoped execution evidence.

2026-07-30 · REPUBLISHED

Kinematics Lab Part II: You Don't Need Another...

Robin Winters reports Kinematics prototype capture results, integrity problems and next steps. Original July 2026 article with images.

Other editions: Medium · DEV

2026-07-18 · REPUBLISHED

Distributed Kinematic Sensing and Exercise Intelligence Across Apple Fitness+, GymKit and HealthKit

Robin Winters proposes coordinated Apple Watch, AirPods and iPhone sensing for strength training. Original July 2026 article with diagrams and source links.

Other editions: Medium · Hashnode · DEV

2026-06-30 · REPUBLISHED

In iOS 27 and Xcode 27 Liquid Glass will be applied to your app automatically.

Robin Winters discusses Liquid Glass implementation in ShowFlex. Original June 2026 developer-beta observations, republished with images and links to original videos.

Other editions: Medium · Hashnode · DEV

2026-04-02 · REPUBLISHED

Building an iOS Moderation Layer with Apple Foundation Models framework and Firebase

Robin Winters on hybrid on-device text moderation with Apple Foundation Models and Firebase. Original April 2026 article, republished with images and code.

Other editions: Medium · Hashnode · DEV

2026-04-01 · REPUBLISHED

What if Myspace Had It Right?

Robin Winters considers profile-centered social design and the ShowFlex social layer. Original April 2026 essay, republished with images.

Other editions: Medium · DEV

2026-02-21 · REPUBLISHED

The “Any Given Tuesday” Theory of AI Startups

Robin Winters discusses AI startup differentiation, workflows and distribution. Original February 2026 opinion essay, republished with its cover.

Other editions: Medium · DEV

2025-07-30 · REPUBLISHED

How to Get Around AI Chat App Boundaries (and prevent it from happening)

Robin Winters discusses AI chat interface boundaries and defensive considerations. Original July 2025 commentary, republished with its cover.

Other editions: Medium · Hashnode · DEV

2026-10-02

Swift search request ownership

Educational Swift concurrency example with seven passing macOS tests, prepared with coding-assistant support. Separate from private product code.

Other editions: Medium · Hashnode · DEV

2026-10-02

Fitness event feeds: explicit dates, stable identity and visible conflicts

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.

Other editions: Medium · Hashnode · DEV

Project accounts

Current publisher editions: eleven Medium, eight Hashnode and eleven DEV articles, including the ShowFlex shipped-iPhone work and TORos prototype accounts. Hashnode AutoMod archived Kinematics Lab II, Myspace and Any Given Tuesday; those links are omitted here. Publication and bylines establish authorship, rather than independent verification of every implementation claim. Atom feed · Repository writing index

WORK ACCOUNT · 2026-10-02

ShowFlex: event discovery connects native interaction with structured data

Robin Winters on native iOS event discovery, structured data and the dated ShowFlex iPhone release, with AI prototype limits retained.

Other editions: Medium · Hashnode · DEV