ClineFlow and Google's Open Knowledge Format
A practical guide to persistent AI context, ClineFlow, and Google's Open Knowledge Format—designed for people building durable AI memory across development, legal, and creative work.
Technical field notes alongside books about AI, mobile systems, fiction, and reflective practice.
Three practical books on durable AI context, Apple Silicon, and mobile architecture.
← Back to overviewA practical guide to persistent AI context, ClineFlow, and Google's Open Knowledge Format—designed for people building durable AI memory across development, legal, and creative work.
A hands-on, build-first guide to making modern AI work locally on Apple Silicon—from tensors and neural networks to retrieval, evaluation, human approval, and reliable agents.
A practical guide to the modular, hybrid iOS engineering decisions behind an application inspired by MemeArcade—covering SwiftUI, Combine, SPM, async/await, WebViews, persistence, notifications, and observability.
Long-form notes that make implementation decisions and lessons reusable.
← Back to overviewBuild a modular iOS app through the Simple3D example: SwiftUI interfaces, Combine state, and SPM packages with clear dependency boundaries. A practical guide to MVVM, dependency injection, and reusable modules.
Before asking an agent to execute, build a shared understanding of the code. Lessons from ClineFlow on tracing real call sites, defining success, and preserving decisions in structured journals.
Scaffold a Swift package together with its companion demo app. Local package linking keeps the feedback loop short, so you can develop and test reusable modules before publishing them.
Follow Newsmusic from source transcripts to original lyrics, music, visuals, and a finished video. The workflow combines automation with editorial review, dry runs, and private uploads before publication.
Turn a lyric draft into an arrangement while preserving the writer’s words. An inspectable pipeline adds structure, semantic repairs, production notes, and ad-libs, with deterministic checks for missing words.
A research essay on authorship, provenance, and creative contribution in AI-assisted work.
Notes on SwiftUI identity, state, view composition, and the framework's update model.
A practical introduction to encrypted persistence and background saving for SwiftUI models.
An overview of per-installation encrypted storage backed by the iOS Keychain.
A SwiftUI wallet utility using token bundles and encrypted local storage.
The story behind Ultrakam Remote Control's appearance in Apple's WWDC14 session 709.
Earlier published work across research, fiction, and reflective writing.
← Back to overviewA practical framework for cognitive profiling, conversational AI, and digital-twin research that informed BTwin Friends and TwinChat.