I did 10k using JogScotland programme. Like you, on larger side and previous attempts at running had me overdoing it.

Their plan seems very little to begin with but it’s worth not overdoing it. Warm up well (should break a sweat), cool down and stretch well to help with recovery (4-5 mins of stretching, don’t bounce!)

Good luck! If I see you I’ll cheer you on!