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Field advantages

These stories cover advantages that matter in real fleets: connectivity cohorts, long-lived device images, phone-first on-call, and noticing when a product line silently splits.

Polar Freight and Amber Field Systems are the illustrative fleets that hit these realities hardest - see illustrative customers.

Stories

StoryWhat it covers
Blame Starlink (or not) before you blame your productASN/ISP tags, cohort offline monitors, and a short connection-quality window on supported plans - not long-term ISP analytics
Separate one bad unit from the network diedConnected-product framing of the same cohort decision
Take the incident on the phone without losing the plotMobile push into the same incident record
Keep one ops layer across ancient and brand-new imagesOld and new system Pythons in one fleet

Paths these support