Start exercising after a long break

I have not exercised consistently for over a year and want to restart without overdoing it. I can commit to three short sessions per week and have access to walking space and basic dumbbells. A helpful answer would propose a beginner-friendly plan, recovery guidance, and warning signs to avoid pushing too hard.