diff --git a/.gitea/workflows/ci-cd.yml b/.gitea/workflows/ci-cd.yml
index 5e68d0a..ba586c1 100644
--- a/.gitea/workflows/ci-cd.yml
+++ b/.gitea/workflows/ci-cd.yml
@@ -35,19 +35,15 @@ jobs:
       - name: Install Python and uv
         run: |
           set -euo pipefail
-          export DEBIAN_FRONTEND=noninteractive
-          timeout 300s apt-get update
-          timeout 300s apt-get install -y software-properties-common curl
-          timeout 300s add-apt-repository -y ppa:deadsnakes/ppa
-          timeout 300s apt-get update
-          timeout 300s apt-get install -y python3.11 python3.11-venv
           timeout 180s bash -lc 'curl -LsSf https://astral.sh/uv/install.sh | sh'
+          export PATH="$HOME/.local/bin:$PATH"
+          timeout 300s uv python install "${PYTHON_VERSION}"
 
       - name: Create virtual environment and install dependencies
         run: |
           set -euo pipefail
           export PATH="$HOME/.local/bin:$PATH"
-          uv venv --python python3.11
+          uv venv --python "${PYTHON_VERSION}"
           . .venv/bin/activate
           uv sync --dev --frozen
 
@@ -112,19 +108,15 @@ jobs:
       - name: Install Python and uv
         run: |
           set -euo pipefail
-          export DEBIAN_FRONTEND=noninteractive
-          timeout 300s apt-get update
-          timeout 300s apt-get install -y software-properties-common curl
-          timeout 300s add-apt-repository -y ppa:deadsnakes/ppa
-          timeout 300s apt-get update
-          timeout 300s apt-get install -y python3.11 python3.11-venv
           timeout 180s bash -lc 'curl -LsSf https://astral.sh/uv/install.sh | sh'
+          export PATH="$HOME/.local/bin:$PATH"
+          timeout 300s uv python install "${PYTHON_VERSION}"
 
       - name: Create virtual environment and install dependencies
         run: |
           set -euo pipefail
           export PATH="$HOME/.local/bin:$PATH"
-          uv venv --python python3.11
+          uv venv --python "${PYTHON_VERSION}"
           . .venv/bin/activate
           uv sync --dev --frozen