https://www.sivalabs.in/tags/harnessengineering/Recent content in HarnessEngineering on SivaLabsHugoenFri, 30 Oct 2026 10:08:57 +0530https://www.sivalabs.in/blog/harness-engineering-for-java-and-spring-boot-applications/Thu, 29 Oct 2026 06:00:00 +0530https://www.sivalabs.in/blog/harness-engineering-for-java-and-spring-boot-applications/<p>I want to accelerate development using AI coding agents, but I don&rsquo;t want to give up on code quality to get there. Generating code faster is useful only if I can keep the application understandable, maintainable, and correct as it grows.</p> <p>An agent can implement a feature, generate tests, and refactor several classes in a few minutes. Reviewing all those changes carefully still takes time. If every review requires me to point out formatting issues, explain package boundaries again, and ask for missing authorization tests, I have moved the bottleneck rather than removed it.</p>