diff --git a/.github/workflows/update_all_top_ranking_issues.yml b/.github/workflows/update_all_top_ranking_issues.yml
index 8ce5a3ad1c..8cc0c39fc8 100644
--- a/.github/workflows/update_all_top_ranking_issues.yml
+++ b/.github/workflows/update_all_top_ranking_issues.yml
@@ -9,10 +9,15 @@ jobs:
     if: github.repository_owner == 'zed-industries'
     steps:
       - uses: actions/checkout@eef61447b9ff4aafe5dcd4e0bbf5d482be7e7871 # v4
-      - uses: actions/setup-python@f677139bbe7f9c59b41e40162b753c062f5d49a3 # v5
+      - name: Set up uv
+        uses: astral-sh/setup-uv@v3
         with:
-          python-version: "3.11"
-          architecture: "x64"
-          cache: "pip"
-      - run: pip install -r script/update_top_ranking_issues/requirements.txt
-      - run: python script/update_top_ranking_issues/main.py --github-token ${{ secrets.GITHUB_TOKEN }} --issue-reference-number 5393
+          version: "latest"
+          enable-cache: true
+          cache-dependency-glob: "script/update_top_ranking_issues/pyproject.toml"
+      - name: Install Python 3.12
+        run: uv python install 3.12
+      - name: Install dependencies
+        run: uv sync --project script/update_top_ranking_issues -p 3.12
+      - name: Run script
+        run: uv run --project script/update_top_ranking_issues script/update_top_ranking_issues/main.py --github-token ${{ secrets.GITHUB_TOKEN }} --issue-reference-number 5393
diff --git a/script/update_top_ranking_issues/.python-version b/script/update_top_ranking_issues/.python-version
new file mode 100644
index 0000000000..e4fba21835
--- /dev/null
+++ b/script/update_top_ranking_issues/.python-version
@@ -0,0 +1 @@
+3.12
diff --git a/script/update_top_ranking_issues/poetry.lock b/script/update_top_ranking_issues/poetry.lock
deleted file mode 100644
index c151c8bc1d..0000000000
--- a/script/update_top_ranking_issues/poetry.lock
+++ /dev/null
@@ -1,533 +0,0 @@
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diff --git a/script/update_top_ranking_issues/pyproject.toml b/script/update_top_ranking_issues/pyproject.toml
index cd5cd2cc2e..49ce0568e1 100644
--- a/script/update_top_ranking_issues/pyproject.toml
+++ b/script/update_top_ranking_issues/pyproject.toml
@@ -1,19 +1,12 @@
-[tool.poetry]
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 version = "0.1.0"
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 readme = "README.md"
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new file mode 100644
index 0000000000..47fdf5f32c
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