How We Used FalkorDB to Make a Security Alert Explain Itself
Our entry for Graph Hacks by WeMakeDevs × FalkorDB The problem: an alert with no context A security analyst might see hundreds of alerts a day. One…
Testing & QA
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The code was the easy part
I am a software engineer who has mostly worked on the web. With all of the AI boom and all of the different models, our everyday work has changed a…
Fix the Vaultwarden "HTTPS Required" Secure Context Error
If you start Vaultwarden with a plain docker run -p 8000:80 and open it from another machine, you don't get a login page. You get this: You are not…
Nginx Proxy Manager with Docker: Proxy Hosts and Free SSL
Once you run more than one self-hosted app, you hit the same problem every time. Each app wants its own port, and none of them has HTTPS. Nginx Prox…
Резюме не работает. Я сделал платформу, где код говорит за тебя
На днях я выложил статью про DevRaid — платформу, где разработчик подтверждает свой опыт через реальные проверки кода. Docker, тесты, ESLint,…
Dockerized Mail Capture for AWS CI Pipelines
Email verification tests become unreliable when every CI job reads from the same inbox. A message from a previous run can look valid, a retry can co…
Running Unity 6000.x Headless Builds in a Linux Container: A Field Report (Including Licensing Workarounds)
Running Unity 6000.x Headless Builds in a Linux Container: A Field Report (Including Licensing Workarounds) Status: REVISED 2026-10-10 — every techn…
Pin the Digest Your GitLab Job Pulled, Not the Tag You Remember
A Friday job was green. The same commit failed on Monday. Did the base image move while the repository stayed still? You can lose an hour blaming th…
Building ZORGAX: From a Local AI Model to a Server Operations Agent for MyZubster
Building ZORGAX: From a Local AI Model to a Server Operations Agent for MyZubster Connecting Ollama, Docker, Open WebUI and a custom AI assistant —…
[Tailscale] Complete Guide to VPN Connection to Home LAN with Subnet Router
Accessing Your Home LAN from Outside with Tailscale Subnet Router I want to access my home NAS or server while away from home. But VPN setup is diff…
Upgrading Next to 16.3.4, Adding Docker Resource Limits, and Shipping Condo‑Amenities Endpoints in VS Monorepo
Upgrading Next to 16.3.4, Adding Docker Resource Limits, and Shipping Condo‑Amenities Endpoints in VS Monorepo TL;DR: I bumped the root Next.js vers…
From a Local MVP to an Independently Operated Node: N4K48 ↔ MyZubster Interoperability Is Now TESTED
From a Local MVP to an Independently Operated Node: N4K48 ↔ MyZubster Interoperability Is Now TESTED Over the last few weeks, I have been working on…
Kubernetes Email Jobs Need a Cleanup Owner
Email fixtures are easy to add to a CI pipeline and surprisingly hard to retire. A test creates a disposable inbox, starts a Kubernetes Job, waits f…
Building Sarrera: Self-Hosted Enterprise AI Inference Gateway with RBAC, Token Quotas & Telemetry
Engineering teams worldwide face a common dilemma when adopting generative AI: Cloud AI privacy & security risks : Sending proprietary source co…
CI pipeline caching: cutting a 12 minute build down to 3
You push a one line fix and wait twelve minutes for CI to tell you it passed. Multiply that by every push, every developer, every day, and the pipel…
Kubernetes in the Enterprise: Scalability, Resilience, and Release Speed Explained
Kubernetes in the Enterprise: Scalability, Resilience, and Release Speed Explained Kubernetes has become a standard platform for many teams building…
OmniJudge Post-Mortem: 1-ULP Drift, Prisma Traps, and Alpine musl
Evaluating hackathons at scale is deceptively difficult. When 40 software projects are evaluated across 4 specialized tracks by 30 volunteer judges…
AWS Rollbacks Need a Small Deploy Ledger
Rolling back a container release sounds simple: select the last known-good image and deploy it again. In a real AWS environment, the hard part is of…
Docker Desktop taking too much space on Windows? Here's the fix
You've run docker system prune , deleted old images, and your C: drive still hasn't gotten any smaller. This isn't a bug — it's how Docker Desktop's…
WSL2 disk keeps growing? Here's how to shrink it
If you use WSL2 for any length of time, you've probably noticed this: you delete files, clear caches, even uninstall packages inside your Linux dist…
Our migration test passed because the last job left its database behind
In July a database migration passed every check in our pipeline and then failed in staging on its first statement. It created an index using a funct…
A 5-Minute RustFS Stack with Docker Compose
A 5-Minute RustFS Stack with Docker Compose RustFS is an Apache 2.0, S3-compatible object store written in Rust that you can run as a single Docker…
containerd 2.2's mount manager panics on a one-mount mkfs chain
containerd 2.2 shipped a mount manager: a service that can format a file as ext4 or xfs, attach it as a loopback device, and hand the result to a ru…
Kubernetes Series - Part 2: Container vs Pod vs Deployment Explained
Kubernetes Series - Part 2: Container vs Pod vs Deployment Explained In the previous article, we explored Kubernetes Architecture and how different…
I Followed the n8n AWS Docs and It Broke at the First Command
You SSH into a fresh EC2 box, run sudo dnf install -y docker , then the very next command from the guide you're following: docker compose up -d And…
Data Cleaning Microservice: FastAPI + Pandas + Docker
A high-performance, containerized Python microservice designed to ingest messy CSV files, clean the data using Pandas, and return a structured JSON…
Setting up Traefik: reverse proxy with automatic HTTPS
This is the most important building block of the Serverküche. A reverse proxy takes in all requests on ports 80 and 443 and distributes them to the…
Host Your Own Website with Hugo – Like Serverküche Itself
The page you're reading right now runs on exactly the setup from this tutorial: Hugo builds static HTML from Markdown files, and a tiny nginx contai…
Your own mail server with Mailcow: setup from scratch
Your email is the backbone of your digital identity – password resets, invoices, contracts all run through it. Yet for most people it sits at a corp…
Как я поднял self‑hosted менеджер паролей и заставил компанию им пользоваться
Пароль от хостинга — в личных сообщениях. SSH‑ключ — в архиве на рабочем столе, который никто не чистил года три. Токе…