observability is the nervous system your stack already has
If you have ever paged someone at 2 a.m. because a checkout flow looked slow but every dashboard said “green,” you already know the cost of running infrastructure you cannot actually see.…
#database
69 articles
A Linux document pipeline you can wire together from free tools
A document processing pipeline is a sequence of automated stages that turns documents into usable information. The stages vary by document, but the bones are usually the same: detect new files, prep…
a2-stuff/Indicium-Mail-TUI brings Rust mail reading to the terminal
Email is one of those tools that keeps getting heavier. Every few years the mainstream clients add another sidebar, another chat panel, another AI button sitting on top of the same IMAP…
A production deployment explained, and when to hand it off
I have watched small engineering teams burn six months building a deploy pipeline before the first feature shipped on top of it. I have also watched teams skip the pipeline entirely and…
AI helps legacy migrations when analysis comes before transformation
Six months after a team I worked with rewrote their legacy application, the codebase looked nothing like the old one. The deployment pain was the same. The unclear business rules were the…
How to actually do GDPR compliance without losing a week
GDPR compliance is the kind of topic where a lot of guides oversell the difficulty. The real work is not glamorous. Most of it is sitting down with a list and confirming…
AI observability has its own stack and open source finally delivers
Most AI applications ship without real observability. They have logs, request counts, maybe a Grafana dashboard with token usage over time. What they lack is the layer that lets an engineer answer…
kotlin static site generators worth knowing in 2026
If you have ever tried to publish a small docs site from a JVM build and felt the language choice limited you, the five tools below are here to prove otherwise. The…
Why networking interview prep lists the wrong answers
Most linux interview prep lists the same 20 networking questions, with the same textbook answers, and most of them are wrong about which questions come up in a real interview. I have…
open telemetry on fastapi without losing your weekends
Most FastAPI tutorials stop at “the app returns JSON.” The ones that ship to production know that the harder question is why a request was slow, or what your service was doing…