Part 3: Applying eBPF for Real-World Monitoring in Kubernetes
A few weeks after I got comfortable with eBPF, it started earning its place in my daily workflow. You know those issues that only happen in production — where logs […]
Context Engineering for Platform Teams: How to Cut Claude Code and Copilot Costs by 60–80%
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 […]
Building AI Agents for Production Monitoring: Lessons from the Field
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 […]
Part 2: Hands-On — Using eBPF Tools to Monitor Applications in Kubernetes
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 […]
Part 1: What is eBPF and Why It Matters for Kubernetes Monitoring
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 […]
Platform Engineering at Apna: How Our Backstage.io IDP Delivered 4× ROI
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: […]