Techs

How to Automate Spring Boot Test Writing for Your Team Using LLMs and Custom Skills Today we will review how to automate test writing for a team working on a Spring Boot application. We could ask Cursor/Windsurf/Opencode to create a test just from a prompt. From a developer’s experience, this is the fastest way — but companies usually have their own standards, specifics for writing and maintaining the codebase, and best practices/patterns. ...

Maintaining high code coverage is essential but often tedious — especially when you need to cover controllers, services, repositories, and edge cases individually. AI‑powered test generation can automate most of this work, cutting hours of manual effort (in some cases, up to 40–50% of testing time). However, many enterprises — especially in finance, healthcare, or regulated industries — are not willing to share their codebase with third‑party LLM providers like OpenAI or Anthropic. Security policies, intellectual property concerns, and compliance requirements (e.g., GDPR, SOC2) often mandate that no data leaves the corporate network. ...