LLM observability is the practice of instrumenting AI applications so you can see what a model was asked, what it returned, what it cost, and whether the output was correct. It differs from traditional monitoring in one specific way: an LLM…
Kubernetes security best practices for production clusters
In 2025, attackers robbed a cryptocurrency exchange without using a single exploit. They phished a developer, borrowed their open cloud session to slip one ordinary-looking pod into production, and had it read the identity token Kubernetes clips inside almost every container…
Datadog alternatives for Kubernetes teams: what to weigh before you switch
Almost nobody starts looking for a Datadog alternative because they hate Datadog. They start because a renewal quote landed and it was 40% higher than last year, and nobody on the team can explain exactly why. Or because a cardinality spike…
