AGs do not use log backups, but you still need to take them (databases are in full recovery) and you do want to keep them around for DR.
Microsoft Certified Master: SQL Server, MVP, M.Sc (Comp Sci)
SQL In The Wild: Discussions on DB performance with occasional diversions into recoverability
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