I build Swift packages and command-line tools for Apple platforms, with a focus on on-device AI, and developer automation.
- Foundation Models Framework Lab - Practical Xcode workspace for building, testing, and evaluating apps with Apple's Foundation Models framework, including examples, AppBench, Adapter Studio, and App Intents workflows.
- Foundation Models Framework CLI - Command-line tool for working with Apple's Foundation Models framework from scripts, experiments, and local automation.
- FoundationModelsKit - Runtime checks, schema utilities, token accounting, conversation state, and tool helpers for Apple's Foundation Models framework.
- FoundationModelsBench - Open evaluation suite for Apple's Foundation Models ecosystem, including on-device models, Private Cloud Compute, and compatible provider adapters.
- CoreAgent - Swift runtime for on-device agents with tools, memory, approval gates, traces, receipts, and Foundation Models integration.
- LumoKit - On-device retrieval-augmented generation for Swift apps.
- VecturaKit - Swift-based vector database for on-device RAG using MLTensor and MLX embedders.
- VecturaMLXKit - GPU-accelerated MLX embeddings for VecturaKit.
- App Store Connect CLI - Fast, scriptable CLI for TestFlight, builds, submissions, signing, analytics, screenshots, subscriptions, Apple Ads, and more.
- xceval - Unofficial CLI for Apple Evaluations workflows: scaffold projects, run producers and Xcode tests, inspect and compare results, export data, validate collections, and enforce CI gates.
- RelatoKit - Local-first Swift CLI and library for preparing Feedback Assistant reports and handing them off to the native macOS app.
- Core AI Framework Lab - Compiler-first examples and SDK notes for Apple's lower-level
CoreAI.framework.
- MusaveraKit - App-friendly Swift APIs for Apple's on-device Music Understanding framework.
- AuralKit - Real-time and file-based transcription with SpeechAnalyzer and SpeechTranscriber.
- MusadoraKit - A companion package for MusicKit.
- MeshingKit - Mesh gradients for SwiftUI across Apple platforms.
- MLX-Outil - Tool calling with MLX Swift across iOS, macOS, and visionOS.
- ErabiKit - Customizable settings screens built with SwiftUI.
- LiquidGlasKit - SwiftUI modifiers for liquid glass effects and materials.
- MusanovaKit - Experiments with private Apple Music API endpoints.