Blogs

What If We Could Turn Every Car Crash Report Into a Safety Test?

Turn every car crash report into a safety test. Learn how Automated Scenario Reconstruction transforms accident narratives into AV simulation tests.

Upstreaming a Crypto Driver To The Linux Kernel: From Patch to Mainline

A complete step-by-step guide: from first patch to mainline Linux. In Part 1 of this series, we took a crypto driver from

Upstreaming a Crypto Driver To The Linux Kernel: Preparing Your Driver

A complete step-by-step guide: from first patch to mainline Linux You’ve built a crypto driver for

The Technical Evolution of Vehicle Networking: 10BASE-T1S and the Zonal Shift

Explore how 10BASE-T1S extends Ethernet to the vehicle edge, enabling zonal architectures that replace legacy CAN with unified, deterministic networking.

Smatch: The Deep Analyzer

A 101 Guide for Driver Developers on Path-Sensitive Analysis and State Tracking

Sparse: The Type System Guardian

Sparse enforces kernel pointer annotations GCC ignores. Catch __user, __iomem & endianness bugs early. A practical guide for Linux driver developers.

Coccinelle: The Semantic Patch Master

Static analysis helps you catch issues like type mismatches, memory leaks, null pointer dereferences, and incorrect API usage before your code runs.

Scaling Autonomous Driving Validation: A Cloud-to-Edge Blueprint for Software-Defined Vehicles

Discover how Vayavya Labs' SOAFEE Cloud-to-Edge Blueprint enables virtual validation of autonomous driving stacks with behavioral parity & safety confidence.