How do you handle background jobs without things going haywire?

lately, i've been thinking about background job processing. we use a queue system, but i'm curious about how others handle failures or retries. what are your strategies for ensuring jobs complete without overwhelming the system or losing data? are there specific libraries or patterns you find particularly effective for managing this?