6 posts
Building systems that scale requires more than just knowing the technology—it demands understanding business requirements and engineering constraints. Here, we explore defining slos, slis, and error b...
For years, infrastructure teams have grappled with the "Prometheus Tax"—the significant operational overhead required to scale, manage, and maintain a highly available Prometheus monitoring stack. Whi...
In the modern era of microservices, the greatest challenge for cloud architects is no longer just building scalable systems, but understanding how they behave in the wild. As requests traverse dozens ...
In the lifecycle of a high-growth technology company, there is a definitive moment when "checking the logs" transitions from a manual task to a distributed systems challenge. As organizations like Net...
In the rapidly evolving landscape of cloud-native observability, the choice between AWS CloudWatch and OpenTelemetry (OTel) is no longer a simple binary decision. As a senior cloud architect, I often ...
In the world of distributed systems, failure is not an elective; it is a fundamental property of the environment. As systems scale from single-node prototypes to global infrastructures like those mana...