Robot car project in a cluttered workshop

Building MentorPi-A1: From a Box of 3D-Printed Parts to a Robot That Drives Itself

Ackermann chassis, ROS2 on a Raspberry Pi 5, and the specific joy of hearing a buzzer confirm your first boot actually worked.

Modern car cockpit in dim garage

Automated Parking: Why Path Planning Is the Easy Part

The trajectory math was solved decades ago. Here's where the actual engineering effort goes instead.

Driver's view with speed limit display

Traffic Sign Recognition: From Pixel to Decision in Three Pipeline Stages

Detection finds it, classification names it, temporal fusion decides whether to trust it. Here's the full path.

Side mirror reflections on highway drive

Blind Spot Detection: What Drivers Get Wrong About It

Not a driver-facing FAQ. A corrective for the misconceptions that show up in our own sales decks first.

Driving on a highway with lane assist

Lane Keeping Assist: The Fight Between the System and the Driver's Hands

A conversation that actually happened, more or less, over a whiteboard and two cold coffees.

Calm drive with adaptive cruise control

What Adaptive Cruise Control Actually Feels Like to Tune

Process noise tuning matters more than your motion model — and jerk matters more than either, if you're the one sitting in the passenger seat.

HUD alert on city street

Inside AEB: The Millisecond Decision Between a Warning and a Brake

LKA/LDW, TSR, ACC, BSD — none of them carry the same weight as this one. AEB is the feature where a wrong call in either direction has real consequences.

Electronic control units on workbench

AUTOSAR Classic vs Adaptive: Picking the Right One Isn't About Which Is Newer

A decision framework, not a recommendation. Answer these honestly and the choice mostly makes itself.

Test vehicle at sunrise on track

Demo Day: Our ADAS Prototype's First Real Road Test

Live, present tense, as it happens. Months of bench and simulation come down to the next ninety seconds.