App Schemas: Make Your App Available to Siri
App Schemas describe an app's content and actions in terms Siri already understands, so Siri reasons over your data and acts on it, no training phrases.
AI & TechnologyWriting
Thoughts on design, development, AI infrastructure, and building products.
The HTML <model> Element Comes to Every Apple OS
The HTML model element now renders drop-in 3D in Safari on iOS, iPadOS, and macOS with stagemode, entityTransform, baked animation, and AR Quick Look.
Web DevelopmentMetricKit Rebuilt: State-Aware Telemetry in iOS 27
MetricKit is rebuilt in iOS 27: async metric and diagnostic streams, Codable reports, and a StateReporting framework that splits metrics by app state.
AI & TechnologyMeet Music Understanding: On-Device Audio Analysis
Music Understanding is Apple's on-device framework for analyzing a song's key, rhythm, structure, pace, instrument activity, and loudness in Swift code.
AI & TechnologyGame Porting Toolkit 4: Agentic Game Ports on Mac
Game Porting Toolkit 4 ships agentic porting skills as a Claude Code plugin plus gpucapture and gpudebug CLI tools. Cyberpunk's manual port set the bar.
AI & TechnologyCustomizable Select: Style the Real <select> at Last
Safari 27 and Chrome 135 let you style the real select element: appearance: base-select, ::picker(select), rich HTML in options, and a swappable button.
Web DevelopmentUSDKit: Swift-Native OpenUSD on Apple Platforms
USDKit brings first-class OpenUSD to Swift: open a stage, reference assets via composition, author accessibility, and export with mesh compression in 2026.
AI & TechnologyLoop Engineering: Loops Win Where Verification Is Cheap
Loop engineering, checked against Boris Cherny's full transcripts: every loop he names has cheap verification. That constraint decides what to automate.
AI & TechnologyCSS Grid Lanes: Native Masonry in Safari
CSS Grid Lanes brings native masonry layout to Safari 26.4 in three lines of CSS, with a flow-tolerance dial that fixes masonry's old tab-order problem.
Web DevelopmentRunning Agentic AI on the Mac with MLX
WWDC 2026: run the full agentic AI loop locally on the Mac with MLX, scale it across multiple Macs, then secure and profile it with Apple's frameworks.
AI & TechnologyApp Intents in iOS 27: Background, Sync, Spotlight
iOS 27 gives App Intents background execution past 30 seconds via LongRunningIntent, cross-device identity with SyncableEntity, and Spotlight reindexing.
AI & TechnologyWhat's New in SwiftUI for iOS 27
iOS 27 reworks SwiftUI lists, documents, toolbars, and errors: drag-to-reorder, a readable/writable document model, toolbar overflow, item-based alerts.
AI & TechnologyExternal Publications
Technical writing at Introl
Local LLM Hardware Pricing Guide 2025
Comprehensive hardware recommendations and cost analysis for running large language models locally.
H100 vs. H200 vs. B200: Choosing the Right NVIDIA GPUs for Your AI Workload
GPU selection guide comparing NVIDIA's latest datacenter accelerators for different AI workloads.
TPU Architecture: Complete Guide to Google's 7 Generations
Deep technical dive into Google's Tensor Processing Unit evolution from TPUv1 to TPUv5.
GPU Memory Pooling in Multi-Tenant Kubernetes
Resource sharing strategies for GPU clusters in containerized environments.
Ray Clusters: Distributed AI Computing Infrastructure
Guide to building and managing distributed AI computing with Ray framework.
DeepSeek V3 Open Source AI Cost Advantage
Analysis of open source LLM economics and DeepSeek's competitive positioning.
NVIDIA Vera Rubin GPU 600kW Racks 2027
Future datacenter power requirements and NVIDIA's next-generation GPU roadmap.
SMR Nuclear Power for AI Data Centers
Small modular reactor solutions for powering next-generation AI infrastructure.
DeepSeek MHC Architecture Breakthrough
Technical analysis of DeepSeek's Multi-Head Compression architecture innovations.