Tech workstation with ECU and warning

Flash Bootloader Rollback Protection: Defending Against Downgrade Attacks

Think like the attacker for a minute. Then build the bootloader that makes their plan pointless.

Sensor fusion debug in action

Camera-Radar Time Sync: The 40ms Bug

A missed PTP correction cost four car-lengths of tracking error at speed.

Simulated vs real-world driving test

Simulating Rain: Why Our LiDAR Model Lied to Us in CARLA

Six weeks of validation numbers told us we'd solved rain. They were answering a different question than the one we asked.

Wiring harness vs automotive Ethernet switch

UDS Diagnostics Over DoIP: What Actually Changes When You Move Off CAN

Physical vs functional addressing, and the multi-client problem CAN never made you think about.

Autonomous vehicle testing track in lab

Building MeKongBot: A Full-Stack ADAS Robot on a Hobbyist Budget

Perception, planning, vehicle control, safety logic, and HMI — at 1/10 scale, on a desk, without touching a real car.

Autonomous vision demo in lab setting

YOLOv8 on an Embedded GPU: Squeezing Real-Time Inference Out of 15 Watts

Model optimization matters more than your motion model. Here are the numbers.

Tech lab with AUTOSAR architecture diagram

Building an AUTOSAR BSW Stack From Scratch: A Beginner's Roadmap

Six milestones, realistic time estimates, and the mistakes everyone makes at each one.

Sensor fusion dashboard in a workshop

Why Your Extended Kalman Filter Diverges at Highway Speed

Process noise tuning matters more than your motion model. Here is the math and the fix.

Modern office with CI/CD pipeline dashboard

The Day Our CI Pipeline Caught a Silent AUTOSAR Config Regression

A missed PTP correction... no wait, wrong incident. This one's about a CAN baud rate nobody meant to touch.