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.

Stories

Story	What it covers
Blame Starlink (or not) before you blame your product	ASN/ISP tags, cohort offline monitors, ~24h connection quality
Take the incident on the phone without losing the plot	Mobile push into the same incident record
Keep one ops layer across ancient and brand-new images	Old and new system Pythons in one fleet
Notice when a product line silently splits in the field	Class alignment probes (observational)

Paths these support

• Internal IoT operations
• Connected product company