LiveReal FIM completion
Ghost-text completion in <100ms from a 4B model running on your Mac via MLX. Not a remote round-trip. Not a fake heuristic.
Features
The AI editor you actually wanted: agentic power on your terms, private intelligence on your machine, and performance that feels native, because it is.
Real AI, on your machine
Ghost-text completion in <100ms from a 4B on-device model: genuine intelligence, not a fake heuristic. Retrieval runs on the Apple Neural Engine, so indexing and search stay silent and painless while you keep typing.
Offline? Still works. Plane, tunnel, coffee shop: your AI doesn't quit because it never needed the network.

Capabilities
Ghost-text completion in <100ms from a 4B model running on your Mac via MLX. Not a remote round-trip. Not a fake heuristic.
Ask questions, bounce ideas, get a second pair of eyes, entirely on-device. No API key, no network, no one listening.
Embeddings and retrieval run on the Apple Neural Engine, so indexing and search stay silent and painless, never hogging your CPU.
SQLite-backed index plus HNSW vector retrieval over files, symbols, and chunks: grounded answers drawn from your own code.
Planner → Worker → QA orchestration with 20+ tools. Route through OpenRouter, Kilo, DeepSeek, Alibaba, or any OpenAI-compatible endpoint. Your key, your bill.
Read docs and run commands without leaving the editor. One app, zero context-switching.
Cursor-anchored Q&A for instant explain, refactor, or ask, without losing your place in the code.
HNSW ANN vector index with on-device embeddings, 10–50× faster than brute-force with ~95–99% recall.
Next up
SSH and SFTP integration so the agent works in your infrastructure.
Adaptive rules and inspectable memories that teach the assistant your conventions per repository.
Direct provider integrations: on the roadmap, not vapor. Until then, OpenRouter covers them through one key.
Extensions for tools, languages, and workflows. The ecosystem question, answered in the open.
Funded by sponsors: the $99/year Apple fee, paid by the community, so your Mac trusts us out of the box.
Native to the core
The whole app, with every AI capability on, fits in roughly 200 MB. Smaller than most editors with AI turned off.
A real macOS binary in Swift. No Chromium, no event loop burning your CPU, no gigabytes of JavaScript in RAM.
Full low-level Apple OS features, including the latest Liquid Glass framework, something a web wrapper can never touch.
Run commands and read docs without leaving the editor. One app, zero context-switching.
MLX-backed models run chat, quick actions, and inline completion on your Mac. Offline. Private. No API key required.
Route agentic work through OpenRouter, Kilo, DeepSeek, Alibaba, or any OpenAI-compatible endpoint. Your key, your bill.
Honest about what it isn't
Compass is not a Linux editor, not a Windows editor, and not an enterprise procurement product, not yet anyway. It's not a cloud-only SaaS, and it's not a browser pretending to be an app. We'd rather be the best native AI IDE for macOS than a mediocre one everywhere. If that's not your setup, no hard feelings. Come back when Apple Silicon is.
MIT open source. No account, no trial, no credit card. Requires Apple Silicon and macOS 26+.