What it does
Simulation and observe modes still call the hosted model. The maker’s simulator comparison shows better calls in one setting but lower throughput elsewhere, not a general networking win.
Apps & data pipelines
roamjev
Let Jev choose when a Linux Wi-Fi client scans or switches access points, with a dashboard for inspecting decision inputs and probabilities.
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How you can use it
Have your developer run the built-in simulator instead of testing on your real Wi-Fi. The tool mimics someone walking through an office or hospital hallway. It asks an outside artificial intelligence service to pick the best wireless hotspot. You can then compare those choices against standard connection rules.
Your developer needs an access key to link the tool to the outside service. Every practice run sends information across the internet and costs money. Be sure your developer sets a spending limit before starting. Keep in mind that early tests showed these choices were often no faster than regular setups.