We Automated 80% of Our HIL Regression Suite. Here's What Broke First.
A practical retrospective on what went well, what didn't, and what we only found because we went looking.
45 write-ups across 8 disciplines, newest first.

A practical retrospective on what went well, what didn't, and what we only found because we went looking.

Every number on that page is true. Not all of them are true in the way you're about to assume.

Five rules, two sides each, and the verdict our team actually ships with.

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

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

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

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

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

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