Category: Technology
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What is impacting quality of Agentic coding?
Previous post detailed specification, architecture, and verification become more valuable as coding gets cheaper, backed by GitClear/GitHub data. Natural next question — squeezed by what, mechanically? Ran a small experiment to find out. One task, one model, one run — treat as a worked example, not proof. The experiment A simple code migration, from one…
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What becomes more valuable as coding becomes easier with AI?
Summary My answer: specification, architecture, and verification — the judgment calls, not the typing. I built a framework to test this properly (not just vibes), then checked it against real data: GitHub’s 2025 growth numbers and two years of GitClear’s code quality metrics. What I found — code output is exploding, but duplication, refactoring, and…
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How to reduce cost of software testing while improving quality and speed?
The pace of digital transformation is faster than ever before. With it bringing increasing software complexity. There is need to build, deliver software versions at speed while maintaining quality. With exponential increase in software complexity there is a high chance of linear increase in software testing coverage creating a quality risk for the product. Different…
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How to build top-quality software using Acceptance Test Driven Development?
The products with good quality win! Any product’s quality strategy requires to adapt a framework that enables building quality-in. Building quality-in is assuring at every stage of building a product, continuous validation is performed against the needs/requirements of the user. Acceptance Test Driven Development (ATDD) is about discovering the users’ needs collaboratively and writing requirements…
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What is software quality and building quality-in?
Have you said “wow, this is exactly what I wanted” recently? What made you say it? More on that later . Let’s first try understanding product quality and how, as a producer, obsession for quality makes your users happy. The quality of a product or service is defined as its “degree of excellence,” or how outstanding or good…