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Window Manager Agent
Window Manager Agent turns window management from a manual chore into a single spoken intent. Press Ctrl+Alt+Space, type what you're about to do — "I want to study," "gaming session" — and an LLM classifies your intent against your currently open windows, then automatically tiles the relevant ones into a clean, non-overlapping layout while minimizing the rest. A single matched app goes true full-screen; multiple matches tile side-by-side or in a grid. One key, Ctrl+Alt+Z, undoes the whole rearrangement instantly via saved window snapshots. Beyond direct intent, the app includes an "App Wheel": the AI groups all of your open windows into live categories on its own, presented as a beautifully animated radial menu with an entertaining "reading the room" loading animation while it thinks. Pick a category and its windows arrange themselves immediately. The system is built as a clean two-part architecture: a native Windows client (PySide6 + Win32 API) drives real desktop window control, while a fully containerized FastAPI backend handles all AI reasoning. Every classification and grouping call runs on an LLM served by Fireworks AI on AMD-hosted infrastructure — the backend is a portable linux/amd64 container that can be tested independently via its HTTP API. The result is a fast, native-feeling, Spotlight-style interaction that eliminates dozens of small manual window-management actions every day, with a design that generalizes to any task-switching workflow.
13 Jul 2026
