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News
The Manifest Is the Only Declaration
8+ 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
6+ 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
1+ 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…...
Renovating a vibe-coded app: readable code, no reasoning behind it
1+ 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…...
CONTRIBUTED CONTENT: Potential failure
12+ hour, 21+ min ago (572+ words) Coeur d'Alene Press CONTRIBUTED CONTENT: Potential failure “It wasn’t even windy!” This is the exclamation of a customer I visited last week while looking at some branches that had fallen out of a couple of hybrid poplars. As I scratched…...
Strategy Pattern na Prática: Como Desacoplar Regras de Pagamento sem Quebrar seu Sistema
15+ 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…...
Your agent's tool timed out. Did it create the job?
15+ min ago (701+ words) Your agent calls create_report_job("weekly"). The tool returns no response. Should the runner try again? The job might already exist. If the database committed but the acknowledgment never reached the runner, a second create call can enqueue a second job. If…...
Adapter Pattern in Java: How to Integrate Payment Gateways Without Tight Coupling”
17+ min ago (1260+ words) Software systems rarely remain isolated. Even applications that start out simple eventually need to... Tagged with java, designpatterns, architecture, tutorial....
How a Closed-Loop Learning Engine Rebuilt What AI Knows About Oracle
22+ min ago (1270+ words) By Rick Houlihan — with Claude, my implementation partner, who did a lot of the building and most of... Tagged with ai, claude, llm, softwareengineering....
Two required components had no design at all, and the numbering hid it
16+ min ago (516+ words) My requirements document lists ten layers by name. My source tree has directories numbered P0 through P9. Ten and ten. Coverage was being reported as nine of twelve units, which felt like ordinary unfinished work. Two of the ten layers had no…...