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Embedded Software Testing: Developing reliable software from fundamentals to AI-based techniques (English Edition)

Gruenfelder, Stephan, Mackay, Adam 2026


Why Read This Book

You will learn how to build a rigorous testing strategy for embedded software, from the basics of unit and integration testing through system-level validation and AI-assisted approaches. The book stands out by focusing on the realities of firmware, hardware-software interaction, and constrained targets, so you can write tests that actually catch the failures that matter in embedded products. If you need to improve reliability, safety, and maintainability without treating embedded code like desktop software, this gives you a practical roadmap.

Who Will Benefit

Embedded software engineers, firmware developers, QA/test engineers, and technical leads who want to design, automate, and scale reliable testing for microcontroller- and embedded Linux-based products.

Level: Intermediate — Prerequisites: Basic programming knowledge in C/C++ or another systems language, plus familiarity with embedded development concepts such as interrupts, peripherals, build/debug workflows, and hardware bring-up.

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Key Takeaways

  • Design a layered testing strategy for embedded firmware and software stacks
  • Implement unit, integration, and system tests that account for hardware dependencies
  • Use test doubles, mocks, stubs, and simulators to isolate embedded code
  • Automate regression testing and continuous integration for constrained targets
  • Evaluate reliability risks specific to real-time, resource-limited, and safety-critical systems
  • Apply AI-based techniques to support test generation, analysis, and maintenance

Topics Covered

  1. Foundations of embedded software testing
  2. Testing challenges in constrained and hardware-dependent systems
  3. Unit testing for firmware and low-level code
  4. Integration testing across drivers, middleware, and applications
  5. Hardware-in-the-loop and system-level validation
  6. Test doubles, simulation, and emulation techniques
  7. Test automation and continuous integration pipelines
  8. Measuring coverage, reliability, and defect risk
  9. Testing RTOS-based software and concurrency behavior
  10. Testing embedded Linux and heterogeneous systems
  11. AI-assisted testing methods and workflows
  12. Building a practical testing strategy for real projects
  13. Case studies and lessons from embedded product development

Languages, Platforms & Tools

CC++PythonMicrocontrollersARM Cortex-MRISC-VEmbedded LinuxRTOS-based systemsUnit test frameworksHardware-in-the-loop setupsSimulation/emulation toolsCI/CD pipelinesStatic analysis toolsAI-assisted test tooling

How It Compares

Covers similar reliability and testing territory to Janet Gregg’s Embedded Software: The Works, but with a stronger emphasis on modern test automation and AI-assisted techniques.

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