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When an AI Agent Needs a Finger: The Engineering Behind Click-Through Mac Overlays
developer tools Oct 09, 2026 5 min read

When an AI Agent Needs a Finger: The Engineering Behind Click-Through Mac Overlays

AI agents can automate impressive tasks, but they still need a safe way to hand control back to a person. This article explains how a small macOS Swift CLI uses click-through overlays, accessibility targets, careful focus handling, and automatic cleanup to point without clicking.

by ahsan
#accessibility #ai agents #cli #macos #swift
A Connectome-Driven Fruit Fly on Your macOS Desktop
neurosimulation Aug 19, 2026 8 min read

A Connectome-Driven Fruit Fly on Your macOS Desktop

DesktopFly brings FlyWire’s connectome data to life on macOS: a 668-neuron spiking (LIF) circuit turns cursor-driven looming inputs into giant-fiber spikes, then into embodied behavior like walking, grooming, and escape. Learn how real wiring becomes real-time motion.

by ahsan
#connectomics #macos #neurosimulation #spiking-neural-networks #swift
11–16× Faster LLMs in macOS VMs on Apple Silicon
machine learning Aug 11, 2026 7 min read

11–16× Faster LLMs in macOS VMs on Apple Silicon

macOS VMs on Apple Silicon can run LLM inference far faster when the guest reports conservative Metal capabilities. A process-scoped capability shim steers llama.cpp onto newer Metal kernels, yielding reported 11–16× speedups while keeping the same Virtualization.framework GPU path.

by ahsan
#apple silicon #llama.cpp #macos #metal #virtualization
Kakehashi: Running macOS ARM64 binaries on Linux ARM (no JIT)
systems programming Aug 02, 2026 8 min read

Kakehashi: Running macOS ARM64 binaries on Linux ARM (no JIT)

Kakehashi is an experimental userspace translation layer that runs macOS ARM64 (Darwin Mach-O) binaries on Linux aarch64 without JIT or CPU instruction emulation. It loads a guest Mach-O, provides a freestanding libSystem, and translates BSD syscalls and thread boundaries via a hypercall/trap mechanism.

by ahsan
#aarch64 #emulation #linux #macos #rust
Shipping Mac & iOS Apps Without Ever Opening Xcode
macos & ios build automation Jul 14, 2026 7 min read

Shipping Mac & iOS Apps Without Ever Opening Xcode

Build and ship Mac and iOS apps headlessly by using Xcode’s command-line tools (xcodebuild, notarytool, stapler, devicectl) and one-time setup (Developer ID cert + notarization keychain profile). Use XcodeGen to generate projects from YAML and keep signing details out of git.

by ahsan
#ci/cd #code-signing #ios #macos #notarization

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