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DevOps

DevOps Engineer, What's Next? Five Career Paths for the Next Five Years

The generic "DevOps Engineer" title is splitting into specialized tracks. Here are five honest career paths for the next five years, what each one really involves, who thrives in it, and the first concrete step to take.

|14 min read
Docker

Stop Compiling Postgres Extensions in Your Dockerfile: How pglayers Works

Adding pgvector or PostGIS to a Postgres image usually means apt-get, build tools, and a fat, slow image. pglayers ships each extension as a scratch Docker layer you COPY in. Here is how it works and when to use it.

|9 min read
CI/CD

One git push to RCE: the anatomy of CVE-2026-3854 and the parsing bug behind it

A single git push could execute code on GitHub's backend, with cross-tenant reach on github.com itself. The root cause is a bug you almost certainly have somewhere too: untrusted input smuggled through a delimited internal header.

|11 min read
Kubernetes

Build the Container Boundary You Do Not Have: Seccomp Profiles with the Security Profiles Operator

A container is not a security boundary out of the box, but you can build one. Here is a hands-on guide to recording, tuning, and enforcing seccomp profiles with the Security Profiles Operator, which just shipped v1.0.

|13 min read
CI/CD

The pwn request just got harder: what actions/checkout v7 changes, and what it does not

GitHub is backporting a fork-checkout block to actions/checkout, with enforcement on July 20, 2026. Here is what a pwn request actually is, what the change stops, and the three ways your pipeline is still exposed after you upgrade.

|11 min read
Terraform

Build a Terraform Provider for Your API with the Plugin Framework

If your product has a REST API, a Terraform provider lets people manage it as code. Here is how to build one with the modern Terraform Plugin Framework, using a real email API as the example, from client to registry.

|13 min read

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