Context engineering for platform teams means deciding, by default, what goes into an AI coding assistant’s context window — instead of leaving it to whatever each developer happened to configure. Get […]
For years, Devops team and SRE team have measured success using a familiar metric: Uptime. In the last decade, most infrastructure teams have built strong observability stacks. Metrics flow through […]
When I first got eBPF installed, I’ll admit — I felt a little overwhelmed. There were all these tools with cryptic names like tcplife, profile-bpfcc, and opensnoop. So instead of […]
A few months ago, I was debugging a strange issue in one of our Kubernetes clusters. A service that usually responded in milliseconds was suddenly taking seconds, and sometimes timing […]
This is a human, on-the-ground story of how we hit a scaling wall at Apna, what we tried, why Backstage.io won, and the exact ROI and metrics that made leadership lean in. When Growth Hurts: […]