Hello Lidia,
I would try to analyse why previously working jobs suddenly started failing. Did anything change on the server e.g. a Service Pack was applied? Was the Account under which the SQL Agent runs changed at all?
I guess from the job history you can tell exactly when it started failing, and that should help you track down the cause.
Regards,
John Marsh