diff --git a/.github/actions/upload-coverage/action.yml b/.github/actions/upload-coverage/action.yml
new file mode 100644
index 000000000..ac620c8e6
--- /dev/null
+++ b/.github/actions/upload-coverage/action.yml
@@ -0,0 +1,30 @@
+# Derived from <https://github.com/pyca/cryptography/blob/SOME_REF/.github/actions/upload-coverage/action.yml>
+# Originally authored by the PyCA Cryptography maintainers, and licensed under
+# the terms of the BSD license:
+# <https://github.com/pyca/cryptography/blob/main/LICENSE.BSD>
+
+name: Upload Coverage
+description: Upload coverage files
+
+runs:
+  using: "composite"
+
+  steps:
+    # FIXME(jl): codecov has the option of including machine information in filename that would solve this unique naming
+    # issue more completely.
+    # This method has the limitation of 1 coverage file per run, limiting some coverage between online/offline tests.
+    - run: |
+        COVERAGE_UUID=$(python3 -c "import uuid; print(uuid.uuid4())")
+        echo "COVERAGE_UUID=${COVERAGE_UUID}" >> $GITHUB_OUTPUT
+        if [ -f .coverage ]; then
+          mv .coverage .coverage.${COVERAGE_UUID}
+        fi
+      id: coverage-uuid
+      shell: bash
+    - uses: actions/upload-artifact@v3.1.0
+      with:
+        name: coverage-data
+        path: |
+          .coverage.*
+          *.lcov
+        if-no-files-found: ignore
\ No newline at end of file
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
new file mode 100644
index 000000000..f2c2d0d46
--- /dev/null
+++ b/.github/workflows/test.yml
@@ -0,0 +1,107 @@
+---
+name: Pytest
+
+defaults:
+  run:
+    shell: bash
+
+on:
+  push:
+    branches: [master, dev]
+  pull_request:
+  schedule:
+    # run CI every day even if no PRs/merges occur
+    - cron: '0 12 * * *'
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: true
+
+jobs:
+  tests:
+    runs-on: ${{ matrix.os }}
+    strategy:
+      fail-fast: false
+      matrix:
+        os: ["ubuntu-latest", "windows-2022"]
+    steps:
+      - uses: actions/checkout@v3
+      - name: Set up Python 3.8
+        uses: actions/setup-python@v3
+        with:
+          python-version: 3.8
+      - name: Install dependencies
+        run: |
+          pip install ".[dev]"
+          solc-select install all
+          solc-select use 0.8.0
+
+      - name: Test detectors
+        run: |
+          pytest --cov=slither --cov-append tests/test_detectors.py
+          python -m coverage report
+
+      - name: Test features
+        run: |
+          cd tests/test_node_modules/
+          npm install hardhat
+          cd ../..
+          pytest --cov=slither --cov-append tests/test_features.py
+          pytest --cov=slither --cov-append tests/test_constant_folding.py
+          pytest --cov=slither --cov-append tests/slithir/test_ternary_expressions.py
+          pytest --cov=slither --cov-append tests/slithir/test_operation_reads.py
+          pytest --cov=slither --cov-append tests/test_functions_ids.py
+          pytest --cov=slither --cov-append tests/test_function.py
+          pytest --cov=slither --cov-append tests/test_source_mapping.py
+          pytest --cov=slither --cov-append tests/test_storage_layout.py
+          python -m coverage report
+
+
+      - name: IR tests
+        run: |
+          pytest --cov=slither --cov-append tests/test_ssa_generation.py
+          python -m coverage report
+
+      - name: Test ast parsing
+        run: |
+          pytest --cov=slither --cov-append tests/test_ast_parsing.py -n auto
+          python -m coverage report
+
+      - name: Test storage
+        run: |
+          npm install --global ganache
+          pytest --cov=slither --cov-append tests/test_read_storage.py
+          python -m coverage report
+
+      - uses: ./.github/actions/upload-coverage
+        # only aggregate test coverage over linux-based tests to avoid any OS-specific filesystem information stored in
+        # coverage metadata.
+        if: ${{ matrix.os == 'ubuntu-latest' }}
+
+  coverage:
+    needs:
+      - tests
+
+    runs-on: ubuntu-latest
+
+    steps:
+      - uses: actions/checkout@v3
+      - name: Set up Python 3.8
+        uses: actions/setup-python@v3
+        with:
+          python-version: 3.8
+
+      - run: pip install coverage[toml]
+
+      - name: download coverage data
+        uses: actions/download-artifact@v3.0.2
+        with:
+          name: coverage-data
+
+      - name: combine coverage data
+        id: combinecoverage
+        run: |
+          set +e
+          python -m coverage combine
+          echo "## python coverage" >> $GITHUB_STEP_SUMMARY
+          python -m coverage report -m --format=markdown >> $GITHUB_STEP_SUMMARY
\ No newline at end of file
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diff --git a/tests/e2e/detectors/test_data/write-after-write/0.8.0/write-after-write.sol-0.8.0.zip b/tests/e2e/detectors/test_data/write-after-write/0.8.0/write-after-write.sol-0.8.0.zip
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diff --git a/tests/e2e/detectors/test_detectors.py b/tests/e2e/detectors/test_detectors.py
index 0ed1b3648..605fe831f 100644
--- a/tests/e2e/detectors/test_detectors.py
+++ b/tests/e2e/detectors/test_detectors.py
@@ -7,6 +7,8 @@ from typing import Type, Optional, List
 
 import pytest
 from deepdiff import DeepDiff  # pip install deepdiff
+from crytic_compile import CryticCompile, save_to_zip, load_from_zip
+
 
 from solc_select.solc_select import install_artifacts as install_solc_versions
 from solc_select.solc_select import installed_versions as get_installed_solc_versions
@@ -1667,11 +1669,11 @@ def test_detector(test_item: Test):
         test_item.detector.ARGUMENT,
         test_item.solc_ver,
     )
-    test_file_path = str(pathlib.Path(test_dir_path, test_item.test_file))
-    expected_result_path = str(pathlib.Path(test_dir_path, test_item.expected_result).absolute())
-
-    set_solc(test_item)
-    sl = Slither(test_file_path)
+    test_file_path = pathlib.Path(test_dir_path, test_item.test_file).as_posix()
+    expected_result_path = pathlib.Path(test_dir_path, test_item.expected_result).absolute().as_posix()
+    
+    cc = load_from_zip(f"{test_file_path}-{test_item.solc_ver}.zip")[0]
+    sl = Slither(cc)
     sl.register_detector(test_item.detector)
     results = sl.run_detectors()
 
@@ -1714,8 +1716,8 @@ def _generate_test(test_item: Test, skip_existing=False):
         test_item.detector.ARGUMENT,
         test_item.solc_ver,
     )
-    test_file_path = str(pathlib.Path(test_dir_path, test_item.test_file))
-    expected_result_path = str(pathlib.Path(test_dir_path, test_item.expected_result).absolute())
+    test_file_path = pathlib.Path(test_dir_path, test_item.test_file).as_posix()
+    expected_result_path = pathlib.Path(test_dir_path, test_item.expected_result).absolute().as_posix()
 
     if skip_existing:
         if os.path.isfile(expected_result_path):
@@ -1739,6 +1741,26 @@ def _generate_test(test_item: Test, skip_existing=False):
     with open(expected_result_path, "w", encoding="utf8") as f:
         f.write(json.dumps(results, indent=4))
 
+def _generate_compile(test_item: Test, skip_existing=False):
+    test_dir_path = pathlib.Path(
+        pathlib.Path().absolute(),
+        "tests",
+        "e2e",
+        "detectors",
+        "test_data",
+        test_item.detector.ARGUMENT,
+        test_item.solc_ver,
+    )
+    test_file = pathlib.Path(test_dir_path, test_item.test_file).as_posix()
+    zip_artifact_path = f"{zip_artifact_path}-{test_item.solc_ver}.zip"
+
+    if skip_existing:
+        if os.path.isfile(zip_artifact_path):
+            return
+
+    set_solc(test_item)
+    cc = CryticCompile(test_file)
+    save_to_zip([cc], zip_artifact_path)
 
 if __name__ == "__main__":
     if len(sys.argv) != 2:
@@ -1749,3 +1771,6 @@ if __name__ == "__main__":
     elif sys.argv[1] == "--overwrite":
         for next_test in ALL_TESTS:
             _generate_test(next_test)
+    elif sys.argv[1] == "--compile":
+        for next_test in ALL_TESTS:
+            _generate_compile(next_test, skip_existing=True)