software-tracing

From code to behavior – Software assurance in safety- and mission-critical edge systems

From code to behavior – Software assurance in safety- and mission-critical edge systems

Percepio’s CEO Andreas Lifvendahl appears as guest blogger in Military Embedded Systems. “In today’s defense and aerospace systems, the software stack is rapidly becoming as complex and as critical as the hardware it runs on. Modern edge platforms increasingly support multithreaded real-time applications, machine learning (ML) inference, over-the-air (OTA) updates, and third-party integrations.

Consider a defense avionics application running on a partitioned embedded platform with mixed-criticality workloads. In the lab, the system passes all static checks and unit tests. However, during field trials, a subtle race condition causes periodic latency spikes in a mission-critical control loop – an issue never observed in simulation or test environments.”

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From Bottlenecks To Breakthroughs

From Bottlenecks To Breakthroughs

With the rising complexity of embedded systems and the difficulty in finding hidden bugs, observability tools seem to be the new alternative for developers. It shows what is happening in real time. What do the innovators say?

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Continuous Observability in Automotive Development

Continuous Observability in Automotive Development

As the automotive industry advances toward increasingly software-defined vehicles, the complexity of embedded systems is rising dramatically. From electrified powertrains to autonomous features and over-the-air updates, modern vehicles now function as distributed computing platforms with strict real-time constraints and safety-critical responsibilities.

In this landscape, ensuring software correctness, reliability, and traceability is no longer a late-stage testing concern, it must be a continuous effort. This is where the concept of continuous observability becomes essential.

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