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NewKubernetes 1.37 Garhwal: What Shipped and What Slipped

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Kubernetes

Kubernetes 1.37 Garhwal: What Shipped and What Slipped

Kubernetes 1.37 landed on August 26 with 67 enhancements: 16 stable, 23 beta, 27 alpha. We checked the release against the June feature-freeze plan, KEP by KEP. Pod-level resources and Pod Certificates made stable, the GPU-slicing feature everyone watched did not graduate, and the ipvs removal clock is now running.

|11 min read
Networking

WebSockets Are the Easy Part

Opening a WebSocket takes twenty lines. Reconnection, resume-from-cursor, presence, fan-out and backpressure are the actual product, and they are why realtime systems fail in month two instead of day one. Here is each problem, what it looks like in production, and an honest build-vs-buy section.

|17 min read
Kubernetes

Kubernetes Beyond the Basics: 7 Concepts That Take You From Junior to Mid-Level

You can write a Deployment and debug a CrashLoopBackOff. The gap between junior and mid-level is a different set of ideas: how requests really drive scheduling, why Services do not load-balance the way you think, what actually happens during a rolling deploy, and why Kubernetes is a reconciliation engine, not a command runner.

|12 min read
Terraform

Terraform Variables, Loops, and Outputs: The Complete Guide

Everything about moving values through Terraform in one place: declaring vs assigning variables, tfvars and TF_VAR_ precedence, locals, maps and lists, for_each and its pitfalls, splat outputs for counted resources, sensitive values, and the classic "variables may not be used here" error.

|14 min read
DevOps

The Postmortem Nobody Reads, and the One They Do

Most incident write-ups are compliance artifacts: written once, filed, and never opened again. The difference between those and the postmortems engineers actually forward to each other comes down to a handful of choices about audience, structure, and follow-through.

|11 min read
FinOps

Why Your Kafka Bill Is Mostly Network

Run the numbers on a self-managed Kafka cluster and the biggest line item is not brokers or disks, it is cross-AZ data transfer. Here is the arithmetic, where every gigabyte crosses a zone boundary, and the four levers that actually shrink the bill.

|10 min read

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