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News
The Env Catalog Is a Repository Artifact
10+ min ago (901+ words) One service reads 59 environment variables. None of them are documented by hand: a generator writes the catalog, CI runs the same generator with --check, and any drift between the file and the code fails the build. Tagged with go, devops,…...
Nightmare on Linux ST
10+ min ago (570+ words) canonical_url: https://theprettyrejectsguidetotechnology.blogspot.com/2026/08/nightmare-on-linux-st.html A quick one from my ongoing series on what it's actually like learning tech as a non-traditional student — bumps, bruises, and the occasional fever dream included. I have been having a recurring nightmare involving TUX the penguin. If you…...
The Manifest Is the Only Declaration
10+ min ago (884+ words) Daemons, resources, migrations and schedules are declared once in the service manifest. Everything the environment knows about the service - down to the name of every environment variable - follows from that one declaration. What isn't declared doesn't exist. Tagged with go,…...
How Bug Hunter Evolved From a Test Runner Into a Self-Hosted Quality Intelligence Platform
8+ min ago (1638+ words) A few months ago, I wrote about Bug Hunter as a self-hosted testing tool for web applications and APIs. At that point, the project could already: Since then, the project has changed significantly. The biggest change is not one individual…...
Most of the Questions Will Not Be About Code
3+ min ago (372+ words) If you mentor anyone for longer than a few months, the subject will drift. You start out talking about testing strategy and pull requests, and one Tuesday they ask whether they should take a job in another city, or how…...
W3 (Web World War) — Part 1: PHP vs Django — The Request-Response Duel
10+ min ago (1523+ words) Welcome back to W3 — Web World War, the series where we don't just compare technologies — we teach you how to compare them correctly. In the introduction, we established the Four Fundamental Rules of Valid Comparison: Today, we apply these rules to…...
Renovating a vibe-coded app: readable code, no reasoning behind it
3+ min ago (345+ words) A client had been building an education platform in Lovable for months. Too many issues piled up, so they brought in devs. I got assigned to it. The job was to turn a vibecoded app into something production ready. First…...
Strategy Pattern na Prática: Como Desacoplar Regras de Pagamento sem Quebrar seu Sistema
17+ min ago (398+ words) O Strategy é um Design Pattern comportamental, catalogado originalmente pela Gang of Four (GoF). Padrões comportamentais tratam da comunicação e da distribuição de responsabilidades entre objetos — e o Strategy resolve especificamente um problema muito comum: como permitir que um algoritmo…...
Google Play Closed Testing: 12 Testers and 14 Days
31+ min ago (589+ words) Building the app was the part we planned for. Publishing it was the part that kept producing surprises. Here is what actually stood between a finished Flutter app and a listing. Android release builds must be signed, and the keystore…...
Inside a WordPress Bot Detection Engine
26+ min ago (1296+ words) This post walks through how each layer works, how they combine into a single threat score, and why this architecture catches bots that simpler approaches miss. It's a WordPress plugin, but the scoring design applies to any request pipeline. Every…...