Yep, swap out the dumb switch controlling the bulbs with an Inovelli Blue dimmer. Put the dimmer in the Smart Bulb Mode, which will ensure that the dimmer constantly puts out full power in that paddle presses will not cut power to the bulbs.
You can bind the dimmer to the bulbs to control them via the switch. Alternatively, you can use the multi-tap capability of the switch to control the bulbs through automations.