The Verge · 2026-03-24
Meta's latest open model runs a 10M token context window on a single GPU — the gap between local and cloud inference just got a lot narrower.
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The Stack
The Command Center.
Flux Command Center is a multi-tab Electron + React app — the cockpit for everything. Six tabs. One mission.
ChatCanvasDashboardSkillsTerminalSite
The Flux orchestrator is a local model that coordinates specialized subagents, routes tasks, manages skills, and runs the whole operation — entirely offline. No API calls. No usage caps. No cloud dependency.
This isn't a demo. It's production. Running right now, on the same machine that built this site.
Flux runs on a wide range of hardware — from a modest laptop to a purpose-built local AI workstation. The more capable your machine, the more you can run in parallel.
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Flux runs locally on Apple Silicon — zero cost, zero latency, data doesn't even have to leave your machine. When a task needs a stronger model, it routes there intentionally.
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Ars Technica · 2026-03-22
The unified memory architecture that everyone dismissed as a gaming gimmick is now the most efficient substrate for running quantized LLMs.
TechCrunch · 2026-03-20
The Claude agent SDK adds structured tool definitions and multi-step reasoning traces — useful building blocks for anyone running local orchestration layers.
HuggingFace Blog · 2026-03-18
A new routing layer that dispatches tasks to the right local model based on complexity is closing the last real argument for cloud-only inference.
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