Diagnostic step 1
Normalize tags in Terraform configs to a stable map structure before applying: e.g., use locals and 'merge' to produce a consistent map: locals { common_tags = { Environment = var.env, Owner = var.owner } }. Replace any list-style tag uses with maps. This is reversible as it’s a code change.