/tags/generation/Recent content in Generation on Software FactoryHugoen/use/practices/genai/code/Mon, 01 Jan 0001 00:00:00 +0000/use/practices/genai/code/<h2 id="introduction">Introduction<a class="td-heading-self-link" href="#introduction" aria-label="Heading self-link"></a></h2> <p>Coding assistants help software engineers turn a clearly scoped intent — such as a bug fix, a small feature, or a bounded refactor — into a <strong>reviewable code change faster</strong>. Their value is strongest when developers need to work in unfamiliar areas of a codebase, apply existing patterns consistently, or reduce boilerplate without changing intended behavior. The key benefit is closing the gap between an idea and the <strong>smallest safe implementation</strong>, while keeping developers in control of quality, testing, security, and architectural consistency.</p>