Tooling

Xcode, Core AI, localization, and local-agent tooling notes from production Apple platform work.

ToolingCore AI On Device

03 September 2026

Choosing Core AI for On-Device Inference

ToolingPyTorch Models to Core AI

Converting PyTorch Models to Core AI Safely

ToolingDebugging Core AI Models

Debugging Core AI Models Across Python and Xcode

ToolingCoding Agent Plans in Xcode

Planning Coding Agent Work in Xcode

ToolingAgent Localizations in Xcode

Reviewing Agent-Generated Localizations in Xcode

ToolingVocab App with Core AI

Building an On-Device Vocab App with Core AI

ToolingLocal Agents with MLX

Running Local Agents on Your Mac with MLX