06/18/2026
AI won't fix telemetry chaos. It inherits it.
Agents work with every structural problem your teams have been working around: missing context, slow queries, ungovernable access, unclear cost attribution, and analysis that vanishes the moment it finishes running. Bigger, better models won't fix that either.
Better data architecture will.
We wrote about what it actually takes to take your observability agent from junior to senior, and it has nothing to do with the model: https://coralogix.tech/4a6cksw