Falls off ladders are the #2 cause of household injury for adults over 50, with cleaning gutters as the leading specific activity. Commercial 'gutter cleaning robots' exist but most are short rigid bots you set down at the start of a section — they get stuck on every elbow and corner. The snake-robot approach is different: it's a flexible rod the user feeds in from the ground, with a powered head at the tip that does the actual cleaning. The user never leaves the ground.
The flex rod is 4-6mm carbon fiber tube in segments connected by knuckle joints, with internal Kevlar tendons routed to a controller in the user's hand. The handle has a pan/tilt joystick and a trigger. Push to extend, pull to retract, joystick to steer the head. A small ESP32-CAM in the head provides a live phone feed so you can see what's happening 7m above you. An optional AI mode auto-follows the gutter trough using the camera's view of the gutter walls.
The cleaning head itself can be one of three configurations: blower (cheap, blows leaves out the side — good for dry leaves), wet-dry vacuum (needs a tether to a shop-vac on the ground — best for muck), or rotating brush (most reliable, struggles with wet matter). Most users start with the blower head and switch to vacuum for the seasonal deep-clean.