diff --git a/Dockerfile b/Dockerfile
index 589b2bd2d..0288dcb50 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -85,7 +85,6 @@ ARG WITH_LIBWEBSOCKETS='v\d+(\.\d+)+'
 #
 
 ARG FREERDP_OPTS="\
-    -DALLOW_IN_SOURCE_BUILD=ON \
     -DBUILTIN_CHANNELS=OFF \
     -DCHANNEL_URBDRC=OFF \
     -DWITH_ALSA=OFF \
diff --git a/src/guacd-docker/bin/build-all.sh b/src/guacd-docker/bin/build-all.sh
index 09a6ce6be..430419cfe 100755
--- a/src/guacd-docker/bin/build-all.sh
+++ b/src/guacd-docker/bin/build-all.sh
@@ -84,15 +84,21 @@ install_from_git() {
     # Configure build using CMake or GNU Autotools, whichever happens to be
     # used by the library being built
     if [ -e CMakeLists.txt ]; then
-        cmake -DCMAKE_INSTALL_PREFIX:PATH="$PREFIX_DIR" "$@" .
+        cmake \
+            -B "${REPO_DIR}-build" -S . \
+            -DCMAKE_INSTALL_PREFIX:PATH="$PREFIX_DIR" \
+            "$@"
+
+        # Build and install
+        cmake --build "${REPO_DIR}-build"
+        cmake --install "${REPO_DIR}-build"
     else
         [ -e configure ] || autoreconf -fi
         ./configure --prefix="$PREFIX_DIR" "$@"
-    fi
-
-    # Build and install
-    make && make install
 
+        # Build and install
+        make && make install
+    fi
 }
 
 #