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Insights & Ideas
Thoughts on AI engineering, iOS development, on-device inference, and building modern software.
Apple's Foundation Models and On-Device AI in iOS 26
Apple's new Foundation Models framework brings powerful on-device inference to iOS 26. Here is what it means for privacy, performance, and the future of app development.
Local AI + RAG Workflows on MacBooks and iPhones
Running Retrieval-Augmented Generation and lightweight models locally on Apple Silicon devices opens new possibilities for privacy-first, responsive AI applications.
LoRA Fine-Tuning on Apple Models: Practical Guide
Low-Rank Adapters (LoRA) enable efficient fine-tuning of Apple's on-device LLMs for specialized tasks. Here is a practical introduction to the technique and its applications.
Building Intelligent Agent Applications with RAG + On-Device Inference
Combining Retrieval-Augmented Generation, local models, retrieval, and tool calling enables highly responsive, personalized apps that work without cloud dependencies.
AI Web Design Trends 2025-2026 and What They Mean for Your Startup
Modern dark theme design patterns, glassmorphism, parallax micro-interactions, responsive dark UI trends, and AI integration on the web — what is shaping the future of digital design.