17h ago · 3 min read · When I started Stage 3 of the QA Engineering task, I initially thought it would just be about writing automated tests. But very quickly, I realized this stage was testing something deeper. A very impo
Join discussion1d ago · 4 min read · As part of my daily learning journey in AI, today I focused on fine‑tuning foundation models and quickly realized something important: Most AI models fail not because they are weak — but because they
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3d ago · 13 min read · The software release life cycle (SRLC) is where most engineering failures begin. Not because of bad code, but because of a broken release process. In modern environments, applications run across APIs,
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3d ago · 9 min read · In a microservices architecture, services are independently developed, deployed, and scaled. But independence comes with a hidden cost: integration risk. When the orders-service calls the users-servic
Join discussion6d ago · 8 min read · TL;DR: How European dev teams use Claude Code for unit test generation, test plan scaffolding, and coverage analysis. Setup steps and GDPR-safe workflow patterns. Why this matters: test coverage is the metric that separates teams that ship with conf...
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Apr 23 · 6 min read · Testing modern web applications used to be a frustrating game of cat-and-mouse. You spend hours writing the perfect CSS selectors or XPaths, only for a minor UI update to break your entire CI/CD pipel
Join discussionApr 19 · 9 min read · Unit tests verify logic. Integration tests verify contracts. But neither tells you what your users actually experience when they click through a checkout flow, submit a multi-step form, or recover a f
Join discussionApr 19 · 3 min read · I thought my CI/CD pipeline was complete. Build ✔Docker ✔Deployment ✔ Everything was working end to end. Then I added one more step: Code quality. Introducing Code Quality into the Pipeline To make t
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