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Spring Testing with AI-Assisted Workflows

Duration: 20 Hours

Difficulty Level: Intermediate

Audience: Professionals

Certificate of Completion by Code.Hub

This hands-on course develops structured testing skills for Spring Boot applications while incorporating AI-assisted workflows. Participants practice building reliable test suites and learn how AI can support faster iteration through scaffolding, suggestion, and coverage improvement-without compromising correctness. The outcome is a clearer, more consistent approach to quality that reduces regressions and improves maintainability.

By the end of this module, participants will be able to:

  • Design and implement structured testing strategies for Spring Boot applications
  • Develop unit, slice, and integration tests using JUnit and Mockito
  • Apply Test-Driven Development (TDD) principles in practical scenarios
  • Evaluate test coverage and improve test quality using AI-assisted suggestions
  • Critically review and validate AI-generated test cases for correctness and completeness

Testing overview
TDD principles
JUnit setup

  • AI Practice: AI explains testing strategies

Unit testing Spring services

  • AI Practice: AI generates test skeletons, naming & structure

Slice testing (@WebMvcTest + REST controllers)

  • AI Practice: AI scaffolds slice test templates, context isolation

Slice testing (@DataJpaTest + JPA repositories)

  • AI Practice: AI scaffolds repository slice tests, example queries

Mocking with Mockito

  • AI Practice: AI generates mock objects & behavior

Integration testing (services + repositories + REST)

  • AI Practice: AI scaffolds integration tests, context setup, rollbacks

Consolidated test strategies

  • AI Practice: AI shows combined examples of unit + slice + REST + JPA, anti-patterns, best practices

Consolidated test strategies

  • AI Practice: AI shows combined examples of unit + slice + REST + JPA, anti-patterns, best practices

Test coverage & metrics

  • AI Practice: AI identifies missing coverage, suggests improvements

Full Spring test suite

  • AI Practice: AI scaffolds unit + slice + JPA + REST + integration tests
  • Roles: Backend Developers, Java Developers, Software Engineers
  • Seniority: Junior to Mid-Level Professionals or Senior Professionals exploring AI-assisted testing

• Basic understanding of Java programming
• Familiarity with Spring Boot fundamentals
• Introductory knowledge of REST APIs

Sessions can be delivered via the following formats:

  • Live Online – Interactive virtual sessions via video conferencing
  • On-Site – At your organization’s premises
  • In-Person – At Code.Hub’s training center
  • Hybrid – A combination of online and in-person sessions

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Spring Testing with AI-Assisted Workflows
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