diff --git a/.github/workflows/review.yml b/.github/workflows/review.yml
index a477817..88552ea 100644
--- a/.github/workflows/review.yml
+++ b/.github/workflows/review.yml
@@ -22,7 +22,7 @@ on:
 
 jobs:
   test:
-    runs-on: ubuntu-24.04
+    runs-on: rpl-linux-runners
     steps:
       - uses: actions/checkout@v4
       - uses: actions/setup-go@v5
@@ -33,7 +33,7 @@ jobs:
       - run: go build -o review-bot ./cmd/review-bot
 
   review:
-    runs-on: ubuntu-24.04
+    runs-on: rpl-linux-runners
     if: github.event_name == 'pull_request'
     needs: test
     strategy:
@@ -55,7 +55,7 @@ jobs:
       - uses: ./.gitea/actions/review
         with:
           # On GHES runners, vcs-url is ignored (composite action uses github.server_url).
-          # Specifying gitea-url here causes the action to download the binary from
+          # Specifying vcs-url here causes the action to download the binary from
           # Gitea releases when strat/review-bot has no releases yet.
           vcs-url: https://gitea.weiker.me
           action-repo: strat/review-bot
@@ -71,5 +71,5 @@ jobs:
           conventions-file: CONVENTIONS.md
           patterns-repo: rodin/go-patterns
           patterns-files: README.md,patterns/
-          llm-timeout: "600"
+          timeout: "600"
           system-prompt-file: ${{ matrix.system_prompt_file || '' }}