Modern products are rarely single, fixed configurations. Instead, they exist as families of variants designed to meet different customer needs, regulatory requirements, and operational environments. Managing this complexity requires a disciplined approach to product structure, configuration management, and verification. One of the most important concepts supporting this effort is the 150% eBOM. That leads to […]
Why Test Failures Occur in Software Testing In software development and system engineering, test failures are often interpreted as evidence that the product contains defects. However, experienced engineers know that test failures can originate from multiple sources across the development lifecycle, not just the code itself. This post originated from a read of a LinkedIn […]
Dictionary of ADAS and Connected Vehicles J o n M . Q u i g l e y , A m o l G u l v e , J a y a l e k s h m i K r i s h n a m o o r t h y The […]
The Business Cost of Inadequate Testing and Verification Inadequate Testing Priorities: The Hidden Business Risk in Product Development In product development, testing and verification are often praised in principle but underfunded in practice. Organizations regularly declare quality as a core value, yet budget allocations and schedule pressures reveal a different reality. I am grateful to […]
Why Software-Defined Vehicles Demand Stronger Verification and Validation Software-defined vehicles (SDVs) are reshaping automotive engineering. Vehicle behavior is no longer fixed at production; it evolves through over-the-air (OTA) updates, software feature toggles, and AI-enabled decision logic. This shift dramatically raises the stakes for SDV verification. Personally, I think treating a vehicle like IT equipment may […]
The Growing Myth of OTA Quick Fixes The automotive industry loves the promise of OTA software updates. The idea that misbehavior in the field can be “fixed remotely” has become part of both product strategy and marketing. Industry voices often proclaim, “If something goes wrong, we’ll just push an update.” Yet, rising software-related recalls and increasing regulatory scrutiny tell a […]
Configuration Management Vehicle Platforms – Practices for Multi-Project Success In the dynamic world of vehicle platform development, configuration management is more crucial than ever. As manufacturers innovate, multiple projects often require changes across various vehicle systems built on the same platform. Ensuring seamless, high-quality integration demands robust strategies―especially branching and merging―to keep development efficient and […]
By Jon M Quigley Introduction I recently taught a FPM 513 – IT Infrastructure and Architectural Design. I so enjoy teaching when the class, by and large, is engaged. This led to my thinking on vehicle architecture (electrical/electronic). In automotive development, infrastructure, and architectural design are essential to ensure that vehicle systems are robust, efficient, […]