diff --git a/.github/workflows/R-CMD-check.yaml b/.github/workflows/R-CMD-check.yaml
index 438d6c3ac1..8c8c079fdc 100644
--- a/.github/workflows/R-CMD-check.yaml
+++ b/.github/workflows/R-CMD-check.yaml
@@ -10,7 +10,7 @@ name: R-CMD-check
 
 # Increment this version when we want to clear cache
 env:
-  cache-version: v3
+  cache-version: v4
 
 jobs:
   R-CMD-check:
@@ -24,7 +24,7 @@ jobs:
         config:
           - {os: windows-latest, r: '4.0',   vdiffr: true,  xref: true}
           - {os: macOS-latest,   r: '4.0',   vdiffr: true,  xref: true}
-          - {os: ubuntu-16.04,   r: 'devel', vdiffr: false, xref: true,   rspm: "https://packagemanager.rstudio.com/cran/__linux__/xenial/latest", http-user-agent: "R/4.0.0 (ubuntu-16.04) R (4.0.0 x86_64-pc-linux-gnu x86_64 linux-gnu) on GitHub Actions"}
+          - {os: ubuntu-16.04,   r: 'devel', vdiffr: false, xref: true}
           - {os: ubuntu-16.04,   r: '4.0',   vdiffr: true,  xref: true,   rspm: "https://packagemanager.rstudio.com/cran/__linux__/xenial/latest"}
           - {os: ubuntu-16.04,   r: '3.6',   vdiffr: false, xref: true,   rspm: "https://packagemanager.rstudio.com/cran/__linux__/xenial/latest"}
           - {os: ubuntu-16.04,   r: '3.5',   vdiffr: false, xref: true,   rspm: "https://packagemanager.rstudio.com/cran/__linux__/xenial/latest"}
diff --git a/tests/testthat/test-ggsave.R b/tests/testthat/test-ggsave.R
index 6d60439686..491e8f5913 100644
--- a/tests/testthat/test-ggsave.R
+++ b/tests/testthat/test-ggsave.R
@@ -29,9 +29,7 @@ test_that("ggsave restores previous graphics device", {
 })
 
 test_that("ggsave uses theme background as image background", {
-  # FIXME: This should check svglite, but, at the time of writing this, there's already a binary
-  #        package of svglite, and it can be installed even if the dependency is not available, surprisingly...
-  skip_if_not_installed("systemfonts")
+  skip_if_not_installed("xml2")
 
   path <- tempfile()
   on.exit(unlink(path))