diff --git a/llvm-core/flang/flang-21.0.0.9999.ebuild b/llvm-core/flang/flang-21.0.0.9999.ebuild
index 706f01805d961..8faa9c45706c2 100644
--- a/llvm-core/flang/flang-21.0.0.9999.ebuild
+++ b/llvm-core/flang/flang-21.0.0.9999.ebuild
@@ -44,7 +44,7 @@ pkg_pretend() {
 	if ! use clang && tc-is-gcc; then
 		ewarn "Building using GCC requires lots of memory (up to 10 GiB per process)."
 		ewarn "Consider enabling USE=clang."
-		ewarn "See https://gcc.gnu.org/bugzilla/show_bug.cgi?id=119705"
+		ewarn "See https://gcc.gnu.org/PR119705"
 	fi
 }
 
diff --git a/llvm-core/flang/flang-21.0.0_pre20250607.ebuild b/llvm-core/flang/flang-21.0.0_pre20250607.ebuild
index 706f01805d961..8faa9c45706c2 100644
--- a/llvm-core/flang/flang-21.0.0_pre20250607.ebuild
+++ b/llvm-core/flang/flang-21.0.0_pre20250607.ebuild
@@ -44,7 +44,7 @@ pkg_pretend() {
 	if ! use clang && tc-is-gcc; then
 		ewarn "Building using GCC requires lots of memory (up to 10 GiB per process)."
 		ewarn "Consider enabling USE=clang."
-		ewarn "See https://gcc.gnu.org/bugzilla/show_bug.cgi?id=119705"
+		ewarn "See https://gcc.gnu.org/PR119705"
 	fi
 }
 
diff --git a/llvm-core/flang/metadata.xml b/llvm-core/flang/metadata.xml
index 67d13bc9f0ecf..6eab946fe632b 100644
--- a/llvm-core/flang/metadata.xml
+++ b/llvm-core/flang/metadata.xml
@@ -11,7 +11,7 @@
 		<flag name="clang">
 			Force building using installed clang (rather than
 			the default CC/CXX).  This is the default since building
-			with GCC requires lots of memory.
+			Flang specifically with GCC requires lots of memory for now.
 		</flag>
 	</use>
 </pkgmetadata>