EPISODE #022 – 2026 Embedded Systems Trends
Embedded systems expert Jacob Beningo explores five major industry trends for 2026, focusing on how AI-assisted development, security requirements, and platform-based engineering are reshaping embedded software development. This comprehensive analysis covers emerging technologies and methodologies that microcontroller-based system developers need to understand to stay competitive in the evolving embedded systems landscape.
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Takeaways
- Use AI to create custom development tools rather than just copying code, potentially saving months of development time annually
- Security is no longer optional due to regulations like CRA – threat modeling and secure boot processes are now requirements
- Platform-based engineering is driving adoption of modern tools like CMake, VS Code, and Zephyr RTOS across silicon vendors
- C++ continues gradual adoption in embedded systems, growing from 3% to 30% market share over 20 years while C remains dominant
- Functional simulation techniques can reduce debugging time by 50%, saving significant development resources when combined with AI tools
- Edge AI and tiny ML are poised for resurgence as microcontrollers gain more compute power and specialized processing units
- DevOps adoption varies widely, with basic Git and compilation pipelines being minimum requirements for modern development
- West manifest tools are becoming important for managing complex multi-repository platform projects
- AI should enhance expertise rather than replace fundamental embedded systems knowledge and skills
- Copy-paste culture threatens to erode deep embedded systems expertise needed for solving complex hardware-software integration issues
Chapters
- 00:00 Introduction and 2026 Industry Overview
- 01:30 AI-Assisted Development and Tool Creation
- 06:13 AI for Documentation and Code Analysis
- 08:34 Edge AI and Tiny ML Applications
- 12:28 Security Requirements and CRA Compliance
- 14:48 Platform-Based Engineering Trends
- 20:08 Programming Language Evolution
- 24:00 Simulation Techniques for Development
- 28:01 Skill Set Erosion and AI Dependency Concerns
- 32:39 Conclusion and Final Thoughts
Keywords
embedded systems, AI-assisted development, edge AI, tiny ML, security CRA compliance, platform-based engineering, C++, simulation techniques, DevOps, Zephyr RTOS, microcontroller development, firmware development, embedded software architecture, skill development, 2026 trends
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