diff --git a/.github/workflows/pipeline.yml b/.github/workflows/pipeline.yml
index 0c726eec..eaaf91ab 100644
--- a/.github/workflows/pipeline.yml
+++ b/.github/workflows/pipeline.yml
@@ -10,12 +10,15 @@ jobs:
   Tests:
 
     runs-on: ubuntu-latest
+    container: verilator/verilator:v5.020
     name: "Test Python ${{ matrix.python-version }}"
     strategy:
       fail-fast: false
       matrix:
-        python-version: ["3.8", "3.9", "3.10", "3.11"]
+        python-version: ["3.8", "3.9", "3.10", "3.11", "3.12"]
 
+    env:
+      DEBIAN_FRONTEND: noninteractive
     steps:
       - uses: actions/checkout@v3
         with:
@@ -27,12 +30,16 @@ jobs:
 
       - name: Install dev requirements
         run: |
-          sudo apt-get update -qq
-          sudo apt-get install -y \
+          apt-get update -qq
+          apt-get install -y \
             antlr4 \
             libantlr4-runtime-dev \
             python3-dev \
-            yosys
+            yosys \
+            gcc-riscv64-unknown-elf \
+            meson \
+            ninja-build \
+            bsdextrautils
           python3 -m pip install --upgrade pip wheel setuptools
           python3 -m pip install nox
           python3 -m pip install git+https://github.com/antmicro/tuttest