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DevOps, CI/CD & Platform Engineering
Pipelines, containers, Kubernetes, IaC/GitOps, observability, and team “golden paths.”
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Post-Mortem: Surviving AI-Generated Playwright Tests in Production
23+ min ago (891+ words) The objective was to accelerate the creation of regression tests for a complex SaaS dashboard. The baseline was a legacy Cypress suite that was slow, flaky, and difficult to read. The team integrated a workflow where product managers and developers…...
The Shai-Hulud npm worm showed that opening a folder is enough to run code
22+ min ago (417+ words) The worm wrote persistence into files such as.vscode/tasks.json and.claude/settings.json. A task definition in the first file can run a command when the folder is opened in Visual Studio Code. A session hook in the…...
netcup VPS 1000 G12 benchmarked: how fast is it really?
30+ min ago (890+ words) The VPS 1000 G12 is netcup's entry-level VPS and the server most Serverküche recipes run on. But how fast is it really? We measured it thoroughly with standard tools – and show you the commands you can use to check your own server…...
Docker volumes vs. bind mounts: where your data really lives
30+ min ago (762+ words) A container is ephemeral: delete it, and its data is gone. For your database, your Nextcloud files or your configuration to survive a docker compose down, you need volumes. This guide clears up the often confusing difference between named volumes…...
Keeping your whole Docker stack safely up to date
31+ min ago (1010+ words) A self-hosted stack is never "done". Container images get security updates, apps get new features –... Tagged with docker, selfhosted, devops....
What I learned counting AI co-authored commits across 26,000 of my own
37+ min ago (772+ words) I use Claude Code every day, but if you asked me how much of my code I actually write with it, all I had was a feeling. The data was sitting right there in git the whole time: 960 out of…...
Code Hosting and CI on the Open Internet: Reading the GitLab and Jenkins Numbers
45+ min ago (1168+ words) Source control and build infrastructure sit at the centre of software delivery, which makes their internet exposure worth measuring. Two ZoomEye queries run on 19 September 2026 produced a contrast that is instructive: the GitLab fingerprint returns a large population, while the…...
Near-Duplicate Model Strings Are Quietly Changing Your Bill
1+ hour ago (546+ words) A script that fetches a pricing JSON and flags near-duplicate model names with divergent cache-read prices before you ship the wrong string. Tagged with ai, programming, webdev, discuss....
Your agent's SQLite state DB keeps corrupting: what actually causes it, and how to recover the data
46+ min ago (974+ words) I run an agent that keeps its entire brain in one local SQLite file. Three weeks ago it came back with database disk image is malformed, and I did the first thing most of us do: deleted the -shm sidecar,…...
A zero-click RCE flaw in AI coding agents could have exposed enterprise systems
2+ day, 11+ hour ago (728+ words) Researchers at cybersecurity startup AIR found and reported the flaw, which they are calling Plugin4Shell, to the vendors concerned, and most of them have now released a patch for it, the researchers wrote in a blog post on Thursday. It’s “a…...