Measure Delivery Without Lying
Apply DORA delivery metrics at the edge without averaging away site-specific risk.
The move: measure the fleet and the cohort. Throughput still matters Lead time and deployment frequency show whether the team can move changes through the system. Edge teams need this because slow updates leave security fixes and model improvements stranded in the field. Instability matters more when rollback is physical Change fail rate, failed deployment recovery time, and deployment rework rate should include site impact. If a bad update requires a technician visit, recovery time is not the CI rollback timestamp; it is the moment the site is healthy again. Segment before you celebrate Break metrics by hardware generation, site…
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