The Linksys Velop blinking red light indicates a lost connection to the internet. This issue may arise due to problems with the modem, a disrupted network, or improper node placement. Troubleshooting steps include checking the internet connection, restarting the modem and Velop nodes, and ensuring proper positioning of the nodes for optimal signal strength.