diff --git a/.github/workflows/R-CMD-check-dev.yaml b/.github/workflows/R-CMD-check-dev.yaml
index 185f378..23c4a6b 100644
--- a/.github/workflows/R-CMD-check-dev.yaml
+++ b/.github/workflows/R-CMD-check-dev.yaml
@@ -13,14 +13,14 @@ name: rcc dev
 
 jobs:
   matrix:
-    runs-on: ubuntu-20.04
+    runs-on: ubuntu-22.04
     outputs:
       matrix: ${{ steps.set-matrix.outputs.matrix }}
 
     name: Collect deps
 
     steps:
-      - uses: actions/checkout@v2
+      - uses: actions/checkout@v4
 
       - uses: ./.github/workflows/rate-limit
         with:
@@ -34,7 +34,7 @@ jobs:
         uses: ./.github/workflows/dep-matrix
 
   check-matrix:
-    runs-on: ubuntu-18.04
+    runs-on: ubuntu-22.04
     needs: matrix
 
     name: Check deps
@@ -52,7 +52,7 @@ jobs:
           echo $matrix | json2yaml
 
   R-CMD-check-base:
-    runs-on: ubuntu-18.04
+    runs-on: ubuntu-22.04
 
     name: base
 
@@ -61,10 +61,9 @@ jobs:
 
     strategy:
       fail-fast: false
-      matrix: ${{fromJson(needs.matrix.outputs.matrix)}}
 
     steps:
-      - uses: actions/checkout@v2
+      - uses: actions/checkout@v4
 
       - uses: ./.github/workflows/custom/before-install
         if: hashFiles('.github/workflows/custom/before-install/action.yml') != ''
@@ -100,7 +99,7 @@ jobs:
       - matrix
       - R-CMD-check-base
 
-    runs-on: ubuntu-18.04
+    runs-on: ubuntu-22.04
 
     name: ${{ matrix.package }}
 
@@ -112,7 +111,7 @@ jobs:
       matrix: ${{fromJson(needs.matrix.outputs.matrix)}}
 
     steps:
-      - uses: actions/checkout@v2
+      - uses: actions/checkout@v4
 
       - uses: ./.github/workflows/custom/before-install
         if: hashFiles('.github/workflows/custom/before-install/action.yml') != ''
diff --git a/.github/workflows/R-CMD-check.yaml b/.github/workflows/R-CMD-check.yaml
index 8b477ab..921c120 100644
--- a/.github/workflows/R-CMD-check.yaml
+++ b/.github/workflows/R-CMD-check.yaml
@@ -17,7 +17,7 @@ on:
     - cron: "10 0 * * *"
 
 concurrency:
-  group: ${{ github.workflow }}-${{ github.ref }}-${{ github.head_ref || '' }}-${{ github.base_ref || '' }}
+  group: ${{ github.workflow }}-${{ github.ref }}-${{ github.head_ref || github.sha }}-${{ github.base_ref || '' }}
   cancel-in-progress: true
 
 name: rcc
@@ -34,7 +34,7 @@ jobs:
     # End custom: services
 
     steps:
-      - uses: actions/checkout@v2
+      - uses: actions/checkout@v4
 
       - uses: ./.github/workflows/rate-limit
         with:
@@ -49,7 +49,7 @@ jobs:
         with:
           token: ${{ secrets.GITHUB_TOKEN }}
           install-r: false
-          cache-version: rcc-smoke-1
+          cache-version: rcc-smoke-2
           needs: check
           extra-packages: any::rcmdcheck any::roxygen2 r-lib/styler
 
@@ -86,7 +86,7 @@ jobs:
     # End custom: services
 
     steps:
-      - uses: actions/checkout@v2
+      - uses: actions/checkout@v4
         with:
           ref: ${{ needs.rcc-smoke.outputs.sha }}
 
@@ -137,10 +137,11 @@ jobs:
       matrix:
         config:
           - {os: windows-latest, r: 'release'}
-          # Broken checks on R 3.6
+          # Use 3.6 to trigger usage of RTools35
+          - {os: windows-latest, r: '3.6'}
 
     steps:
-      - uses: actions/checkout@v2
+      - uses: actions/checkout@v4
         with:
           ref: ${{ needs.rcc-smoke.outputs.sha }}
 
@@ -178,31 +179,32 @@ jobs:
       fail-fast: false
       matrix:
         config:
-          - {os: macOS-latest,   r: 'release'}
+          - {os: macos-latest,   r: 'release'}
 
           - {os: ubuntu-20.04,   r: 'release'}
 
           # Use older ubuntu to maximise backward compatibility
-          - {os: ubuntu-18.04,   r: 'devel',     http-user-agent: 'release'}
-          - {os: ubuntu-18.04,   r: 'release',   covr: true,                  desc: 'with covr'}
-          - {os: ubuntu-18.04,   r: 'oldrel-1'}
+          - {os: ubuntu-22.04,   r: 'devel',     http-user-agent: 'release'}
+          - {os: ubuntu-22.04,   r: 'release',   covr: true,                  desc: 'with covr'}
+          - {os: ubuntu-22.04,   r: 'oldrel-1'}
 
           # Begin custom: R 3.6
-          - {os: ubuntu-18.04,   r: 'oldrel-2'}
+          - {os: ubuntu-22.04,   r: 'oldrel-2'}
           # End custom: R 3.6
 
           # Begin custom: R 3.5
-          - {os: ubuntu-18.04,   r: 'oldrel-3'}
+          - {os: ubuntu-22.04,   r: 'oldrel-3'}
           # End custom: R 3.5
 
           # Begin custom: R 3.4
+          - {os: ubuntu-22.04,   r: 'oldrel-4'}
           # End custom: R 3.4
 
           # Begin custom: matrix elements
           # End custom: matrix elements
 
     steps:
-      - uses: actions/checkout@v2
+      - uses: actions/checkout@v4
         with:
           ref: ${{ needs.rcc-smoke.outputs.sha }}
 
@@ -225,3 +227,122 @@ jobs:
       - uses: ./.github/workflows/check
         with:
           results: ${{ runner.os }}-r${{ matrix.config.r }}
+
+  suggests-matrix:
+    runs-on: ubuntu-22.04
+    outputs:
+      matrix: ${{ steps.set-matrix.outputs.matrix }}
+
+    name: Collect suggests deps
+
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+
+      - uses: ./.github/workflows/rate-limit
+        with:
+          token: ${{ secrets.GITHUB_TOKEN }}
+
+      - uses: r-lib/actions/setup-r@v2
+        with:
+          install-r: false
+          use-public-rspm: true
+
+      - id: set-matrix
+        uses: ./.github/workflows/dep-matrix-suggests
+
+  check-matrix:
+    runs-on: ubuntu-22.04
+    needs: suggests-matrix
+
+    name: Check deps
+
+    if: ${{ needs.matrix.outputs.matrix != '' }}
+
+    steps:
+      - name: Install json2yaml
+        run: |
+          sudo npm install -g json2yaml
+
+      - name: Check matrix definition
+        run: |
+          matrix='${{ needs.matrix.outputs.matrix }}'
+          echo $matrix
+          echo $matrix | jq .
+          echo $matrix | json2yaml
+
+  rcc-suggests:
+    needs:
+      - suggests-matrix
+      - rcc-smoke
+
+    runs-on: ubuntu-22.04
+
+    name: Without ${{ matrix.package }}
+
+    if: ${{ needs.suggests-matrix.outputs.matrix != '' }}
+
+    # Begin custom: services
+    # End custom: services
+
+    strategy:
+      fail-fast: false
+      matrix: ${{fromJson(needs.suggests-matrix.outputs.matrix)}}
+
+    steps:
+      - uses: actions/checkout@v4
+
+      - uses: ./.github/workflows/custom/before-install
+        if: hashFiles('.github/workflows/custom/before-install/action.yml') != ''
+
+      - uses: ./.github/workflows/install
+        with:
+          install-r: false
+          cache-version: rcc-dev-${{ matrix.package }}-1
+          needs: check
+          extra-packages: "any::rcmdcheck any::remotes ."
+          token: ${{ secrets.GITHUB_TOKEN }}
+
+      - name: Remove ${{ matrix.package }} and all strong dependencies
+        run: |
+          pkg <- "${{ matrix.package }}"
+          pkgs <- tools::package_dependencies(pkg, reverse = TRUE)[[1]]
+          installed <- rownames(utils::installed.packages())
+          to_remove <- c(pkg, intersect(pkgs, installed))
+          print(to_remove)
+          remove.packages(to_remove)
+        shell: Rscript {0}
+
+      - name: Session info
+        run: |
+          options(width = 100)
+          if (!requireNamespace("sessioninfo", quietly = TRUE)) install.packages("sessioninfo")
+          pkgs <- installed.packages()[, "Package"]
+          sessioninfo::session_info(pkgs, include_base = TRUE)
+        shell: Rscript {0}
+
+      - uses: ./.github/workflows/custom/after-install
+        if: hashFiles('.github/workflows/custom/after-install/action.yml') != ''
+
+      - name: Define _R_CHECK_FORCE_SUGGESTS_
+        run: |
+          cat('_R_CHECK_FORCE_SUGGESTS_=false\n', file = Sys.getenv("GITHUB_ENV"), append = TRUE)
+        shell: Rscript {0}
+
+      - name: Must allow NOTEs, even with _R_CHECK_FORCE_SUGGESTS_
+        run: |
+          if (Sys.getenv("RCMDCHECK_ERROR_ON") %in% c("", "note")) {
+            cat('RCMDCHECK_ERROR_ON="warning"\n', file = Sys.getenv("GITHUB_ENV"), append = TRUE)
+          }
+        shell: Rscript {0}
+
+      - name: Check env vars
+        run: |
+          print(Sys.getenv('_R_CHECK_FORCE_SUGGESTS_'))
+          print(Sys.getenv('RCMDCHECK_ERROR_ON'))
+        shell: Rscript {0}
+
+      - uses: ./.github/workflows/check
+        with:
+          results: ${{ matrix.package }}
diff --git a/.github/workflows/check/action.yml b/.github/workflows/check/action.yml
index 4601d3f..afb3819 100644
--- a/.github/workflows/check/action.yml
+++ b/.github/workflows/check/action.yml
@@ -9,6 +9,8 @@ runs:
   steps:
     - uses: r-lib/actions/check-r-package@v2
       with:
+        # Fails on R 3.6 on Windows, remove when this job is removed?
+        args: 'c("--no-manual", "--as-cran", "--no-multiarch")'
         error-on: ${{ env.RCMDCHECK_ERROR_ON || '"note"' }}
 
     - name: Run coverage check
diff --git a/.github/workflows/commit/action.yml b/.github/workflows/commit/action.yml
index b6f2111..89be422 100644
--- a/.github/workflows/commit/action.yml
+++ b/.github/workflows/commit/action.yml
@@ -24,6 +24,6 @@ runs:
           git add .
           git commit -m "Auto-update from GitHub Actions"$'\n'$'\n'"Run: ${GITHUB_SERVER_URL}/${GITHUB_REPOSITORY}/actions/runs/${GITHUB_RUN_ID}"
           git push -u origin HEAD
-          echo ::set-output name=sha::$(git rev-parse HEAD)
+          echo sha=$(git rev-parse HEAD) >> $GITHUB_OUTPUT
         fi
       shell: bash
diff --git a/.github/workflows/dep-matrix-suggests/action.yml b/.github/workflows/dep-matrix-suggests/action.yml
new file mode 100644
index 0000000..deafab9
--- /dev/null
+++ b/.github/workflows/dep-matrix-suggests/action.yml
@@ -0,0 +1,56 @@
+name: "Actions to compute a matrix with all suggested packages"
+outputs:
+  matrix:
+    description: "Generated matrix"
+    value: ${{ steps.set-matrix.outputs.matrix }}
+
+runs:
+  using: "composite"
+  steps:
+    - id: set-matrix
+      run: |
+        get_deps <- function() {
+          # Determine package dependencies
+          if (!requireNamespace("desc", quietly = TRUE)) {
+            install.packages("desc")
+          }
+
+          deps_df <- desc::desc_get_deps()
+          deps_df_optional <- deps_df$package[deps_df$type %in% c("Suggests", "Enhances")]
+          deps_df_hard <- deps_df$package[deps_df$type %in% c("Depends", "Imports", "LinkingTo")]
+
+          packages <- sort(deps_df_optional)
+          packages <- intersect(packages, rownames(available.packages()))
+
+          # Too big to fail, or can't be avoided:
+          off_limits <- c("testthat", "rmarkdown", "rcmdcheck", deps_df_hard)
+          off_limits_dep <- unlist(tools::package_dependencies(off_limits, recursive = TRUE, which = "strong"))
+          setdiff(packages, c(off_limits, off_limits_dep))
+        }
+
+        if (Sys.getenv("GITHUB_BASE_REF") != "") {
+          print(Sys.getenv("GITHUB_BASE_REF"))
+          has_diff <- (system("git diff ${{ github.event.pull_request.base.sha }}... | egrep '^[+][^+]' | grep -q ::") == 0)
+          if (has_diff) {
+            system("git diff ${{ github.event.pull_request.base.sha }}... | egrep '^[+][^+]' | grep -q ::")
+            packages <- get_deps()
+          } else {
+            writeLines("No changes using :: found, not checking without suggested packages")
+            packages <- character()
+          }
+        } else {
+          packages <- get_deps()
+        }
+
+        if (length(packages) > 0) {
+          json <- paste0(
+            '{"package":[',
+            paste0('"', packages, '"', collapse = ","),
+            ']}'
+          )
+          writeLines(json)
+          writeLines(paste0("matrix=", json), Sys.getenv("GITHUB_OUTPUT"))
+        } else {
+          writeLines("Package list empty!")
+        }
+      shell: Rscript {0}
diff --git a/.github/workflows/dep-matrix/action.yml b/.github/workflows/dep-matrix/action.yml
index 601ce8d..35dcb3c 100644
--- a/.github/workflows/dep-matrix/action.yml
+++ b/.github/workflows/dep-matrix/action.yml
@@ -130,5 +130,5 @@ runs:
           ']}'
         )
         writeLines(json)
-        writeLines(paste0("::set-output name=matrix::", json))
+        writeLines(paste0("matrix=", json), Sys.getenv("GITHUB_OUTPUT"))
       shell: Rscript {0}
diff --git a/.github/workflows/fledge.yaml b/.github/workflows/fledge.yaml
new file mode 100644
index 0000000..81c2d0c
--- /dev/null
+++ b/.github/workflows/fledge.yaml
@@ -0,0 +1,58 @@
+name: fledge
+
+on:
+  # for manual triggers
+  workflow_dispatch:
+  # daily run
+  schedule:
+  - cron: "30 0 * * *"
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}-${{ github.head_ref || github.sha }}-${{ github.base_ref || '' }}
+  cancel-in-progress: true
+
+jobs:
+  check_fork:
+    runs-on: ubuntu-latest
+    outputs:
+      is_forked: ${{ steps.check.outputs.is_forked }}
+    steps:
+      - name: Check if the repo is forked
+        id: check
+        run: |
+          echo "is_forked=$(curl -s -H "Accept: application/vnd.github+json" -H 'Authorization: Bearer ${{ github.token }}' -H "X-GitHub-Api-Version: 2022-11-28" ${GITHUB_API_URL}/repos/${GITHUB_REPOSITORY} | jq .fork)" >> $GITHUB_OUTPUT
+
+  fledge:
+    runs-on: ubuntu-latest
+    needs: check_fork
+    if: needs.check_fork.outputs.is_forked == 'false'
+    permissions:
+      contents: write
+    env:
+      GITHUB_PAT: ${{ secrets.GITHUB_TOKEN }}
+      FLEDGE_GHA_CI: true
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+
+      - uses: ./.github/workflows/git-identity
+
+      - uses: ./.github/workflows/install
+        with:
+          token: ${{ secrets.GITHUB_TOKEN }}
+          install-r: false
+          cache-version: fledge-1
+          packages: cynkra/fledge
+
+      - name: Bump version
+        run: |
+          if (fledge::bump_version(which = "dev", no_change_behavior = "noop")) {
+            fledge::finalize_version(push = TRUE)
+          }
+        shell: Rscript {0}
+
+      - name: Check release
+        run: |
+          fledge:::release_after_cran_built_binaries()
+        shell: Rscript {0}
diff --git a/.github/workflows/get-extra/action.yml b/.github/workflows/get-extra/action.yml
index a5614b5..84c56d9 100644
--- a/.github/workflows/get-extra/action.yml
+++ b/.github/workflows/get-extra/action.yml
@@ -12,5 +12,5 @@ runs:
       run: |
         set -x
         packages=$( ( grep Config/gha/extra-packages DESCRIPTION || true ) | cut -d " " -f 2)
-        echo ::set-output name=packages::$packages
+        echo packages=$packages >> $GITHUB_OUTPUT
       shell: bash
diff --git a/.github/workflows/install/action.yml b/.github/workflows/install/action.yml
index 1779371..cf83bdb 100644
--- a/.github/workflows/install/action.yml
+++ b/.github/workflows/install/action.yml
@@ -15,6 +15,10 @@ inputs:
     description: Passed on to r-lib/actions/setup-r-dependencies@v2
     required: false
     default: ""
+  packages:
+    description: Passed on to r-lib/actions/setup-r-dependencies@v2
+    required: false
+    default: deps::., any::sessioninfo
   extra-packages:
     description: Passed on to r-lib/actions/setup-r-dependencies@v2
     required: false
@@ -61,7 +65,8 @@ runs:
       with:
         pak-version: devel
         needs: ${{ inputs.needs }}
-        extra-packages: ${{ inputs.extra-packages }} ${{ matrix.config.covr && 'any::covr' }} ${{ steps.get-extra.outputs.packages }}
+        packages: ${{ inputs.packages }}
+        extra-packages: ${{ inputs.extra-packages }} ${{ ( matrix.config.covr && 'any::covr' ) || '' }} ${{ steps.get-extra.outputs.packages }}
         cache-version: ${{ inputs.cache-version }}
 
     - name: Add pkg.lock to .gitignore
@@ -78,3 +83,35 @@ runs:
         sudo ln -s $(which true) /usr/local/bin/qpdf
         sudo ln -s $(which true) /usr/local/bin/checkbashisms
       shell: bash
+
+    - name: Install ccache
+      uses: krlmlr/ccache-action@parallel-dir
+      with:
+        max-size: 10G
+        verbose: 1
+        save: false
+        restore: false
+
+    - name: Use ccache for compiling R code, and parallelize
+      run: |
+        mkdir -p ~/.R
+        echo 'CC      :=  ccache $(CC)' >> ~/.R/Makevars
+        echo 'CXX     :=  ccache $(CXX)' >> ~/.R/Makevars
+        echo 'CXX11   :=  ccache $(CXX11)' >> ~/.R/Makevars
+        echo 'CXX14   :=  ccache $(CXX14)' >> ~/.R/Makevars
+        echo 'CXX17   :=  ccache $(CXX17)' >> ~/.R/Makevars
+        echo 'MAKEFLAGS = -j2' >> ~/.R/Makevars
+        cat ~/.R/Makevars
+
+        echo 'CCACHE_SLOPPINESS=locale,time_macros' | tee -a $GITHUB_ENV
+
+        # echo 'CCACHE_DEBUG=true' | tee -a $GITHUB_ENV
+        # echo "CCACHE_DEBUGDIR=$(dirname $(pwd))/ccache-debug" | tee -a $GITHUB_ENV
+        # mkdir -p $(dirname $(pwd))/.ccache-debug
+
+        echo 'PKG_BUILD_EXTRA_FLAGS=false' | tee -a $GITHUB_ENV
+
+        # Repair
+        git rm -rf .ccache || true
+        rm -rf .ccache
+      shell: bash
diff --git a/.github/workflows/lock.yaml b/.github/workflows/lock.yaml
index 9e33a1f..5b19556 100644
--- a/.github/workflows/lock.yaml
+++ b/.github/workflows/lock.yaml
@@ -8,7 +8,7 @@ jobs:
   lock:
     runs-on: ubuntu-latest
     steps:
-      - uses: dessant/lock-threads@v2
+      - uses: dessant/lock-threads@v4
         with:
           github-token: ${{ github.token }}
           issue-lock-inactive-days: "365"
diff --git a/.github/workflows/pkgdown-deploy/action.yml b/.github/workflows/pkgdown-deploy/action.yml
index 69a2b31..18d0206 100644
--- a/.github/workflows/pkgdown-deploy/action.yml
+++ b/.github/workflows/pkgdown-deploy/action.yml
@@ -4,6 +4,9 @@ runs:
   using: "composite"
   steps:
     - name: Deploy site
-      run: |
-        pkgdown::deploy_to_branch(new_process = FALSE)
-      shell: Rscript {0}
+      uses: nick-fields/retry@v2
+      with:
+        timeout_minutes: 15
+        max_attempts: 10
+        command: |
+          R -q -e 'pkgdown::deploy_to_branch(new_process = FALSE)'
diff --git a/.github/workflows/pkgdown.yaml b/.github/workflows/pkgdown.yaml
index dda4431..7400040 100644
--- a/.github/workflows/pkgdown.yaml
+++ b/.github/workflows/pkgdown.yaml
@@ -6,9 +6,14 @@ on:
     branches:
       - "docs*"
       - "cran-*"
+  workflow_dispatch:
 
 name: pkgdown
 
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}-${{ github.head_ref || github.sha }}-${{ github.base_ref || '' }}
+  cancel-in-progress: true
+
 jobs:
   pkgdown:
     runs-on: ubuntu-latest
@@ -19,7 +24,7 @@ jobs:
     # End custom: services
 
     steps:
-      - uses: actions/checkout@v2
+      - uses: actions/checkout@v4
 
       - uses: ./.github/workflows/rate-limit
         with:
@@ -35,7 +40,7 @@ jobs:
         with:
           token: ${{ secrets.GITHUB_TOKEN }}
           install-r: false
-          cache-version: pkgdown-1
+          cache-version: pkgdown-2
           needs: website
           extra-packages: r-lib/pkgdown local::.
 
diff --git a/.github/workflows/pr-commands.yaml b/.github/workflows/pr-commands.yaml
index 9047d4e..3ce95aa 100644
--- a/.github/workflows/pr-commands.yaml
+++ b/.github/workflows/pr-commands.yaml
@@ -11,7 +11,7 @@ jobs:
     env:
       GITHUB_PAT: ${{ secrets.GITHUB_TOKEN }}
     steps:
-      - uses: actions/checkout@v2
+      - uses: actions/checkout@v4
       - uses: r-lib/actions/pr-fetch@master
         with:
           repo-token: ${{ secrets.GITHUB_TOKEN }}
@@ -50,7 +50,7 @@ jobs:
     env:
       GITHUB_PAT: ${{ secrets.GITHUB_TOKEN }}
     steps:
-      - uses: actions/checkout@v2
+      - uses: actions/checkout@v4
       - uses: r-lib/actions/pr-fetch@master
         with:
           repo-token: ${{ secrets.GITHUB_TOKEN }}
@@ -83,7 +83,7 @@ jobs:
   merge:
     if: startsWith(github.event.comment.body, '/merge')
     name: merge
-    runs-on: ubuntu-20.04
+    runs-on: ubuntu-22.04
     steps:
       - name: Create and merge pull request
         run: |
@@ -98,6 +98,6 @@ jobs:
           # curl -s -X PUT --header "authorization: Bearer ${{ secrets.GITHUB_TOKEN }}" $PR_URL/merge
   # A mock job just to ensure we have a successful build status
   finish:
-    runs-on: ubuntu-20.04
+    runs-on: ubuntu-22.04
     steps:
       - run: true
diff --git a/.github/workflows/revdep.yaml b/.github/workflows/revdep.yaml
index dc8e608..4a0d511 100644
--- a/.github/workflows/revdep.yaml
+++ b/.github/workflows/revdep.yaml
@@ -8,7 +8,7 @@ name: revdep
 
 jobs:
   matrix:
-    runs-on: ubuntu-18.04
+    runs-on: ubuntu-22.04
     outputs:
       matrix: ${{ steps.set-matrix.outputs.matrix }}
 
@@ -29,7 +29,7 @@ jobs:
           curl -s --header "authorization: Bearer ${{ secrets.GITHUB_TOKEN }}" https://api.github.com/rate_limit
         shell: bash
 
-      - uses: actions/checkout@v2
+      - uses: actions/checkout@v4
 
       # FIXME: Avoid reissuing succesful jobs
       # https://docs.github.com/en/free-pro-team@latest/rest/reference/actions#list-jobs-for-a-workflow-run
@@ -44,11 +44,11 @@ jobs:
             ']}'
           )
           writeLines(json)
-          writeLines(paste0("::set-output name=matrix::", json))
+          writeLines(paste0("matrix=", json), Sys.getenv("GITHUB_OUTPUT"))
         shell: Rscript {0}
 
   check-matrix:
-    runs-on: ubuntu-18.04
+    runs-on: ubuntu-22.04
     needs: matrix
     steps:
       - name: Install json2yaml
@@ -65,7 +65,7 @@ jobs:
   R-CMD-check:
     needs: matrix
 
-    runs-on: ubuntu-18.04
+    runs-on: ubuntu-22.04
 
     name: ${{ matrix.package }}
 
@@ -91,7 +91,7 @@ jobs:
           curl -s --header "authorization: Bearer ${{ secrets.GITHUB_TOKEN }}" https://api.github.com/rate_limit
         shell: bash
 
-      - uses: actions/checkout@v2
+      - uses: actions/checkout@v4
 
       # Begin custom: before install
       # End custom: before install
@@ -113,7 +113,7 @@ jobs:
         if: runner.os == 'Linux'
         run: |
           sudo apt-get update -y
-          Rscript -e 'writeLines(remotes::system_requirements("ubuntu", "18.04")); package <- "${{ matrix.package }}"; deps <- tools::package_dependencies(package, which = "Suggests")[[1]]; lapply(c(package, deps), function(x) { writeLines(remotes::system_requirements("ubuntu", "18.04", package = x)) })' | sort | uniq > .github/deps.sh
+          Rscript -e 'writeLines(remotes::system_requirements("ubuntu", "22.04")); package <- "${{ matrix.package }}"; deps <- tools::package_dependencies(package, which = "Suggests")[[1]]; lapply(c(package, deps), function(x) { writeLines(remotes::system_requirements("ubuntu", "22.04", package = x)) })' | sort | uniq > .github/deps.sh
           cat .github/deps.sh
           sudo sh < .github/deps.sh
 
diff --git a/.github/workflows/style/action.yml b/.github/workflows/style/action.yml
index a733a2e..b209d9e 100644
--- a/.github/workflows/style/action.yml
+++ b/.github/workflows/style/action.yml
@@ -10,12 +10,12 @@ runs:
         scope=$( ( grep Config/autostyle/scope DESCRIPTION || true ) | cut -d " " -f 2)
         strict=$( ( grep Config/autostyle/strict DESCRIPTION || true ) | cut -d " " -f 2)
         rmd=$( ( grep Config/autostyle/rmd DESCRIPTION || true ) | cut -d " " -f 2)
-        echo ::set-output name=scope::$scope
-        echo ::set-output name=strict::$strict
-        echo ::set-output name=rmd::$rmd
+        echo scope=$scope >> $GITHUB_OUTPUT
+        echo strict=$strict >> $GITHUB_OUTPUT
+        echo rmd=$rmd >> $GITHUB_OUTPUT
       shell: bash
 
-    - uses: actions/cache@v2
+    - uses: actions/cache@v3
       if: ${{ steps.check.outputs.scope }}
       with:
         path: |
@@ -24,18 +24,18 @@ runs:
         restore-keys: |
           ${{ runner.os }}-2-
 
-    - name: Show cache
+    - name: Imprint run ID
       if: ${{ steps.check.outputs.scope }}
       run: |
-        ls -l ~/.cache/R/R.cache
-        ls -l ~/.cache/R/R.cache/styler
-        gdu -s --inodes ~/.cache/R/R.cache/styler/* || du -s --inodes ~/.cache/R/R.cache/styler/*
+        mkdir -p ~/.cache/R/R.cache/styler
+        touch ~/.cache/R/R.cache/${{ github.run_id }}
       shell: bash
 
-    - name: Imprint run ID
+    - name: Show cache
       if: ${{ steps.check.outputs.scope }}
       run: |
-        touch ~/.cache/R/R.cache/${{ github.run_id }}
+        ls -l ~/.cache/R/R.cache
+        ls -l ~/.cache/R/R.cache/styler
       shell: bash
 
     - name: Enable styler cache
diff --git a/.github/workflows/update-snapshots/action.yml b/.github/workflows/update-snapshots/action.yml
index cd58bf7..2e1db0e 100644
--- a/.github/workflows/update-snapshots/action.yml
+++ b/.github/workflows/update-snapshots/action.yml
@@ -26,7 +26,7 @@ runs:
                 print(failures[names(failures) != "result"])
                 print(failures$result)
                 testthat::snapshot_accept()
-                writeLines("::set-output name=changed::true")
+                writeLines("changed=true", Sys.getenv("GITHUB_OUTPUT"))
               } else {
                 writeLines("Snapshot tests ran successfully.")
               }
@@ -50,7 +50,7 @@ runs:
       if: ${{ steps.run-tests.outputs.changed }}
       id: check-changed
       run: |
-        echo "::set-output name=changed::$(git status --porcelain -- tests/testthat/_snaps)"
+        echo "changed=$(git status --porcelain -- tests/testthat/_snaps | head -n 1)" >> $GITHUB_OUTPUT
       shell: bash
 
     - name: Derive branch name
@@ -58,19 +58,20 @@ runs:
       id: matrix-desc
       run: |
         config=$(echo '${{ toJSON(matrix) }}' | jq -c .)
-        echo "::set-output name=text::$(echo ${config})"
-        echo "::set-output name=branch::$(echo ${config} | sed -r 's/[^0-9a-zA-Z]+/-/g;s/^-//;s/-$//')"
+        echo "text=$(echo ${config})" >> $GITHUB_OUTPUT
+        echo "branch=$(echo ${config} | sed -r 's/[^0-9a-zA-Z]+/-/g;s/^-//;s/-$//')" >> $GITHUB_OUTPUT
       shell: bash
 
     - name: Create pull request
       if: ${{ steps.check-changed.outputs.changed }}
       id: cpr
-      uses: peter-evans/create-pull-request@v3
+      uses: peter-evans/create-pull-request@v5
       with:
         base: ${{ github.head_ref }}
         branch: snapshot-${{ github.ref_name }}-${{ github.job }}-${{ steps.matrix-desc.outputs.branch }}
         delete-branch: true
         title: Snapshot updates for ${{ github.job }} (${{ steps.matrix-desc.outputs.text }})
+        body: "Automated changes by [create-pull-request](https://github.com/peter-evans/create-pull-request) GitHub action${{ github.event.number && format(' for #{0}', github.event.number) || '' }}."
         add-paths: |
           tests/testthat/_snaps
 
diff --git a/DESCRIPTION b/DESCRIPTION
index 58c2375..06a284d 100644
--- a/DESCRIPTION
+++ b/DESCRIPTION
@@ -1,8 +1,8 @@
 Type: Package
 Package: wrswoR
 Title: Weighted Random Sampling without Replacement
-Version: 1.1.1.9000
-Date: 2020-07-26
+Version: 1.1.1.9005
+Date: 2023-10-09
 Authors@R: 
     person(given = "Kirill",
            family = "M\u00fcller",
diff --git a/NEWS.md b/NEWS.md
index 97319a9..e38746c 100644
--- a/NEWS.md
+++ b/NEWS.md
@@ -1,3 +1,50 @@
+<!-- NEWS.md is maintained by https://fledge.cynkra.com, contributors should not edit this file -->
+
+# wrswoR 1.1.1.9005 (2023-10-09)
+
+- Internal changes only.
+
+
+# wrswoR 1.1.1.9004 (2023-03-24)
+
+- Internal changes only.
+
+
+# wrswoR 1.1.1.9003 (2023-02-17)
+
+- Internal changes only.
+
+
+# wrswoR 1.1.1.9002 (2022-12-30)
+
+- Internal changes only.
+
+
+# wrswoR 1.1.1.9001 (2022-12-24)
+
+## Chore
+
+- Use testthat edition 3.
+
+- Fix CI/CD failures (@IndrajeetPatil, #10, #11).
+
+## Uncategorized
+
+- Harmonize yaml formatting.
+
+- Revert changes to matrix section.
+
+- Reduce parallelism.
+
+- Also check dev on cran-* branches.
+
+- Update hash key for dev.
+
+- Remove R 3.3.
+
+- Merge cran-1.1.1.
+
+
 # wrswoR 1.1.1.9000 (2020-07-26)
 
 - Internal changes only.