diff --git a/.github/dodona-image.dockerfile b/.github/dodona-image.dockerfile
new file mode 100644
index 00000000..d9abcfdf
--- /dev/null
+++ b/.github/dodona-image.dockerfile
@@ -0,0 +1,12 @@
+# Inherit from the Docker image for Dodona.
+FROM dodona/dodona-tested
+
+# Go back to being root.
+USER root
+WORKDIR /
+
+# Install some additional dependencies needed for testing.
+RUN pip install --no-cache-dir --upgrade pytest pytest-mock pytest-xdist jinja2 marko
+
+# The source of the judge is available in TESTED_SOURCE.
+CMD pytest -x -n auto ${TESTED_SOURCE}/tests/
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index b4b07b23..3c5c9e60 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -4,69 +4,29 @@ on: [ push ]
 
 jobs:
   test:
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v3
-      - uses: actions/setup-python@v4
-        with:
-          python-version: 3.11.2
-          cache: 'pipenv'
-      - run: pip install pipenv
-      - run: pipenv install --dev
-      - uses: actions/setup-java@v3
-        with:
-          distribution: 'temurin'
-          java-version: '17'
-      - uses: haskell/actions/setup@v2
-        with:
-          ghc-version: '9.2'
-          cabal-version: '3.6'
-      - uses: actions/cache@v3
-        name: Cache cabal
-        with:
-          path: |
-            ~/.cabal
-            ~/.ghc
-            dist-newstyle
-          key: ${{ runner.os }}-ghc-9.2.1-20220111
-          restore-keys: |
-            ${{ runner.os }}-ghc-9.2.1-
-      - run: cabal v1-install aeson
-      - uses: actions/setup-node@v3
-        with:
-          node-version: 16
-      - run: npm install abstract-syntax-tree@2.20
-      - run: npm install -g eslint@8.36
-      - run: sudo apt -y install hlint cppcheck shellcheck checkstyle
-      - run: curl -sSLO https://github.com/pinterest/ktlint/releases/download/0.48.2/ktlint && chmod a+x ktlint
+      - uses: actions/checkout@v4
+      - uses: DeterminateSystems/nix-installer-action@main
+      - uses: DeterminateSystems/magic-nix-cache-action@main
       - run: echo "${GITHUB_WORKSPACE}" >> $GITHUB_PATH
-      - run: pipenv run pytest -n auto --cov=tested --cov-report=xml tests/
+      - run: nix flake check --print-build-logs
       - name: Upload coverage to Codecov
         uses: codecov/codecov-action@v3
   lint:
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v3
-      - uses: isort/isort-action@v1.0.0
-        with:
-          sortPaths: "./tested ./tests"
-      - uses: psf/black@stable
-        with:
-          version: "~= 23.0"
-          src: "./tested ./tests"
+      - uses: actions/checkout@v4
+      - uses: DeterminateSystems/nix-installer-action@main
+      - uses: DeterminateSystems/magic-nix-cache-action@main
+      - run: echo "${GITHUB_WORKSPACE}" >> $GITHUB_PATH
+      - run: nix develop .#format -c poetry run isort --check-only ./tested ./tests
+      - run: nix develop .#format -c poetry run black --check ./tested ./tests
   types:
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v3
-      - uses: actions/setup-python@v4
-        with:
-          python-version: 3.11.2
-          cache: 'pipenv'
-      - run: pip install pipenv
-      - run: pipenv install --dev
-      - run: echo "$(pipenv --venv)/bin" >> $GITHUB_PATH
-      - uses: jakebailey/pyright-action@v1
-        with:
-          version: '1.1.316'
-          warnings: true
-          working-directory: tested/
+      - uses: actions/checkout@v4
+      - uses: DeterminateSystems/nix-installer-action@main
+      - uses: DeterminateSystems/magic-nix-cache-action@main
+      - run: echo "${GITHUB_WORKSPACE}" >> $GITHUB_PATH
+      - run: nix develop .#types -c pyright ./tested
diff --git a/.github/workflows/integration.yml b/.github/workflows/integration.yml
new file mode 100644
index 00000000..fe673eef
--- /dev/null
+++ b/.github/workflows/integration.yml
@@ -0,0 +1,15 @@
+name: Integration tests
+
+on: [ workflow_dispatch ]
+
+jobs:
+  # Runs the test suite in a slightly modified Docker image used by Dodona.
+  # This is the closest to actually running the production environment there is.
+  dodona-docker:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+      - run: docker build -t "local-image" -f ${{ github.workspace }}/.github/dodona-image.dockerfile --network=host .
+        name: Build Dodona Docker image
+      - run: docker run -v ${{ github.workspace }}:/github/workspace -e TESTED_SOURCE=/github/workspace local-image
+        name: Run tests in Dodona Docker image
diff --git a/.gitignore b/.gitignore
index 6e9a1ac6..ad8e8b92 100644
--- a/.gitignore
+++ b/.gitignore
@@ -79,4 +79,5 @@ ipython_config.py
 generated/
 venv/
 venv-*/
+.venv/
 node_modules/
diff --git a/Pipfile b/Pipfile
deleted file mode 100644
index 0cee1437..00000000
--- a/Pipfile
+++ /dev/null
@@ -1,30 +0,0 @@
-[[source]]
-url = "https://pypi.org/simple"
-verify_ssl = true
-name = "pypi"
-
-[packages]
-psutil = "==5.9.5"
-attrs = "==22.2.0"
-cattrs = "==23.1.2"
-jsonschema = "==4.18.4"
-typing-inspect = "==0.9.0"
-pyyaml = "==6.0"
-pygments = "==2.15.1"
-python-i18n = "==0.3.9"
-# Required for the Python language module
-pylint = "==2.17.1"
-# Needed for exercise instantiation
-# You'll need to install these if you want to use it.
-jinja2 = "==3.1.3"
-marko = "==2.0.0"
-
-[dev-packages]
-pytest = ""
-pytest-mock = ""
-pytest-cov = ""
-pytest-xdist = ""
-
-[requires]
-python_version = "3.11"
-python_full_version = "3.11.2"
diff --git a/Pipfile.lock b/Pipfile.lock
deleted file mode 100644
index f647b649..00000000
--- a/Pipfile.lock
+++ /dev/null
@@ -1,663 +0,0 @@
-{
-    "_meta": {
-        "hash": {
-            "sha256": "88612961a87838fd35357ad70206c52843301ec63d1f434c351afbc417876d27"
-        },
-        "pipfile-spec": 6,
-        "requires": {
-            "python_full_version": "3.11.2",
-            "python_version": "3.11"
-        },
-        "sources": [
-            {
-                "name": "pypi",
-                "url": "https://pypi.org/simple",
-                "verify_ssl": true
-            }
-        ]
-    },
-    "default": {
-        "astroid": {
-            "hashes": [
-                "sha256:389656ca57b6108f939cf5d2f9a2a825a3be50ba9d589670f393236e0a03b91c",
-                "sha256:903f024859b7c7687d7a7f3a3f73b17301f8e42dfd9cc9df9d4418172d3e2dbd"
-            ],
-            "markers": "python_full_version >= '3.7.2'",
-            "version": "==2.15.6"
-        },
-        "attrs": {
-            "hashes": [
-                "sha256:29e95c7f6778868dbd49170f98f8818f78f3dc5e0e37c0b1f474e3561b240836",
-                "sha256:c9227bfc2f01993c03f68db37d1d15c9690188323c067c641f1a35ca58185f99"
-            ],
-            "index": "pypi",
-            "version": "==22.2.0"
-        },
-        "cattrs": {
-            "hashes": [
-                "sha256:b2bb14311ac17bed0d58785e5a60f022e5431aca3932e3fc5cc8ed8639de50a4",
-                "sha256:db1c821b8c537382b2c7c66678c3790091ca0275ac486c76f3c8f3920e83c657"
-            ],
-            "index": "pypi",
-            "version": "==23.1.2"
-        },
-        "dill": {
-            "hashes": [
-                "sha256:76b122c08ef4ce2eedcd4d1abd8e641114bfc6c2867f49f3c41facf65bf19f5e",
-                "sha256:cc1c8b182eb3013e24bd475ff2e9295af86c1a38eb1aff128dac8962a9ce3c03"
-            ],
-            "markers": "python_version >= '3.11'",
-            "version": "==0.3.7"
-        },
-        "isort": {
-            "hashes": [
-                "sha256:8bef7dde241278824a6d83f44a544709b065191b95b6e50894bdc722fcba0504",
-                "sha256:f84c2818376e66cf843d497486ea8fed8700b340f308f076c6fb1229dff318b6"
-            ],
-            "markers": "python_full_version >= '3.8.0'",
-            "version": "==5.12.0"
-        },
-        "jinja2": {
-            "hashes": [
-                "sha256:7d6d50dd97d52cbc355597bd845fabfbac3f551e1f99619e39a35ce8c370b5fa",
-                "sha256:ac8bd6544d4bb2c9792bf3a159e80bba8fda7f07e81bc3aed565432d5925ba90"
-            ],
-            "index": "pypi",
-            "markers": "python_version >= '3.7'",
-            "version": "==3.1.3"
-        },
-        "jsonschema": {
-            "hashes": [
-                "sha256:971be834317c22daaa9132340a51c01b50910724082c2c1a2ac87eeec153a3fe",
-                "sha256:fb3642735399fa958c0d2aad7057901554596c63349f4f6b283c493cf692a25d"
-            ],
-            "index": "pypi",
-            "version": "==4.18.4"
-        },
-        "jsonschema-specifications": {
-            "hashes": [
-                "sha256:05adf340b659828a004220a9613be00fa3f223f2b82002e273dee62fd50524b1",
-                "sha256:c91a50404e88a1f6ba40636778e2ee08f6e24c5613fe4c53ac24578a5a7f72bb"
-            ],
-            "markers": "python_version >= '3.8'",
-            "version": "==2023.7.1"
-        },
-        "lazy-object-proxy": {
-            "hashes": [
-                "sha256:09763491ce220c0299688940f8dc2c5d05fd1f45af1e42e636b2e8b2303e4382",
-                "sha256:0a891e4e41b54fd5b8313b96399f8b0e173bbbfc03c7631f01efbe29bb0bcf82",
-                "sha256:189bbd5d41ae7a498397287c408617fe5c48633e7755287b21d741f7db2706a9",
-                "sha256:18b78ec83edbbeb69efdc0e9c1cb41a3b1b1ed11ddd8ded602464c3fc6020494",
-                "sha256:1aa3de4088c89a1b69f8ec0dcc169aa725b0ff017899ac568fe44ddc1396df46",
-                "sha256:212774e4dfa851e74d393a2370871e174d7ff0ebc980907723bb67d25c8a7c30",
-                "sha256:2d0daa332786cf3bb49e10dc6a17a52f6a8f9601b4cf5c295a4f85854d61de63",
-                "sha256:5f83ac4d83ef0ab017683d715ed356e30dd48a93746309c8f3517e1287523ef4",
-                "sha256:659fb5809fa4629b8a1ac5106f669cfc7bef26fbb389dda53b3e010d1ac4ebae",
-                "sha256:660c94ea760b3ce47d1855a30984c78327500493d396eac4dfd8bd82041b22be",
-                "sha256:66a3de4a3ec06cd8af3f61b8e1ec67614fbb7c995d02fa224813cb7afefee701",
-                "sha256:721532711daa7db0d8b779b0bb0318fa87af1c10d7fe5e52ef30f8eff254d0cd",
-                "sha256:7322c3d6f1766d4ef1e51a465f47955f1e8123caee67dd641e67d539a534d006",
-                "sha256:79a31b086e7e68b24b99b23d57723ef7e2c6d81ed21007b6281ebcd1688acb0a",
-                "sha256:81fc4d08b062b535d95c9ea70dbe8a335c45c04029878e62d744bdced5141586",
-                "sha256:8fa02eaab317b1e9e03f69aab1f91e120e7899b392c4fc19807a8278a07a97e8",
-                "sha256:9090d8e53235aa280fc9239a86ae3ea8ac58eff66a705fa6aa2ec4968b95c821",
-                "sha256:946d27deaff6cf8452ed0dba83ba38839a87f4f7a9732e8f9fd4107b21e6ff07",
-                "sha256:9990d8e71b9f6488e91ad25f322898c136b008d87bf852ff65391b004da5e17b",
-                "sha256:9cd077f3d04a58e83d04b20e334f678c2b0ff9879b9375ed107d5d07ff160171",
-                "sha256:9e7551208b2aded9c1447453ee366f1c4070602b3d932ace044715d89666899b",
-                "sha256:9f5fa4a61ce2438267163891961cfd5e32ec97a2c444e5b842d574251ade27d2",
-                "sha256:b40387277b0ed2d0602b8293b94d7257e17d1479e257b4de114ea11a8cb7f2d7",
-                "sha256:bfb38f9ffb53b942f2b5954e0f610f1e721ccebe9cce9025a38c8ccf4a5183a4",
-                "sha256:cbf9b082426036e19c6924a9ce90c740a9861e2bdc27a4834fd0a910742ac1e8",
-                "sha256:d9e25ef10a39e8afe59a5c348a4dbf29b4868ab76269f81ce1674494e2565a6e",
-                "sha256:db1c1722726f47e10e0b5fdbf15ac3b8adb58c091d12b3ab713965795036985f",
-                "sha256:e7c21c95cae3c05c14aafffe2865bbd5e377cfc1348c4f7751d9dc9a48ca4bda",
-                "sha256:e8c6cfb338b133fbdbc5cfaa10fe3c6aeea827db80c978dbd13bc9dd8526b7d4",
-                "sha256:ea806fd4c37bf7e7ad82537b0757999264d5f70c45468447bb2b91afdbe73a6e",
-                "sha256:edd20c5a55acb67c7ed471fa2b5fb66cb17f61430b7a6b9c3b4a1e40293b1671",
-                "sha256:f0117049dd1d5635bbff65444496c90e0baa48ea405125c088e93d9cf4525b11",
-                "sha256:f0705c376533ed2a9e5e97aacdbfe04cecd71e0aa84c7c0595d02ef93b6e4455",
-                "sha256:f12ad7126ae0c98d601a7ee504c1122bcef553d1d5e0c3bfa77b16b3968d2734",
-                "sha256:f2457189d8257dd41ae9b434ba33298aec198e30adf2dcdaaa3a28b9994f6adb",
-                "sha256:f699ac1c768270c9e384e4cbd268d6e67aebcfae6cd623b4d7c3bfde5a35db59"
-            ],
-            "markers": "python_version >= '3.7'",
-            "version": "==1.9.0"
-        },
-        "marko": {
-            "hashes": [
-                "sha256:d5a8221e0d4a9369e662c33ccfe33dea7deb2bebcf1ac3d5a4b46d42ab309e8f",
-                "sha256:efc26460893250c13751025ae9202ebb1389887036fc0df9009c6ab875467030"
-            ],
-            "index": "pypi",
-            "version": "==2.0.0"
-        },
-        "markupsafe": {
-            "hashes": [
-                "sha256:05fb21170423db021895e1ea1e1f3ab3adb85d1c2333cbc2310f2a26bc77272e",
-                "sha256:0a4e4a1aff6c7ac4cd55792abf96c915634c2b97e3cc1c7129578aa68ebd754e",
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-                "sha256:1b8dd8c3fd14349433c79fa8abeb573a55fc0fdd769133baac1f5e07abf54aeb",
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-                "sha256:282c2cb35b5b673bbcadb33a585408104df04f14b2d9b01d4c345a3b92861c2c",
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-                "sha256:bfce63a9e7834b12b87c64d6b155fdd9b3b96191b6bd334bf37db7ff1fe457f2",
-                "sha256:c011a4149cfbcf9f03994ec2edffcb8b1dc2d2aede7ca243746df97a5d41ce48",
-                "sha256:c9c804664ebe8f83a211cace637506669e7890fec1b4195b505c214e50dd4eb7",
-                "sha256:ca379055a47383d02a5400cb0d110cef0a776fc644cda797db0c5696cfd7e18e",
-                "sha256:cb0932dc158471523c9637e807d9bfb93e06a95cbf010f1a38b98623b929ef2b",
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-        "pytest": {
-            "hashes": [
-                "sha256:78bf16451a2eb8c7a2ea98e32dc119fd2aa758f1d5d66dbf0a59d69a3969df32",
-                "sha256:b4bf8c45bd59934ed84001ad51e11b4ee40d40a1229d2c79f9c592b0a3f6bd8a"
-            ],
-            "index": "pypi",
-            "markers": "python_version >= '3.7'",
-            "version": "==7.4.0"
-        },
-        "pytest-cov": {
-            "hashes": [
-                "sha256:3904b13dfbfec47f003b8e77fd5b589cd11904a21ddf1ab38a64f204d6a10ef6",
-                "sha256:6ba70b9e97e69fcc3fb45bfeab2d0a138fb65c4d0d6a41ef33983ad114be8c3a"
-            ],
-            "index": "pypi",
-            "markers": "python_version >= '3.7'",
-            "version": "==4.1.0"
-        },
-        "pytest-mock": {
-            "hashes": [
-                "sha256:21c279fff83d70763b05f8874cc9cfb3fcacd6d354247a976f9529d19f9acf39",
-                "sha256:7f6b125602ac6d743e523ae0bfa71e1a697a2f5534064528c6ff84c2f7c2fc7f"
-            ],
-            "index": "pypi",
-            "markers": "python_version >= '3.7'",
-            "version": "==3.11.1"
-        },
-        "pytest-xdist": {
-            "hashes": [
-                "sha256:d5ee0520eb1b7bcca50a60a518ab7a7707992812c578198f8b44fdfac78e8c93",
-                "sha256:ff9daa7793569e6a68544850fd3927cd257cc03a7ef76c95e86915355e82b5f2"
-            ],
-            "index": "pypi",
-            "markers": "python_version >= '3.7'",
-            "version": "==3.3.1"
-        }
-    }
-}
diff --git a/README.md b/README.md
index 86e14857..637bfc01 100644
--- a/README.md
+++ b/README.md
@@ -19,18 +19,19 @@ We only use the Python language module in this README, but see [dependencies.md]
 
 Install [Python 3.11](https://www.python.org/downloads/) or later (including pip).
 Next, [clone](https://github.com/git-guides/git-clone) the TESTed repository and open a command prompt in the cloned repository.
-TESTed uses [pipenv](https://pipenv.pypa.io/en/latest/installation/) to manage its Python dependencies.
+TESTed uses [poetry](https://python-poetry.org/) to manage its Python dependencies.
 Now you can run the following commands to install them:
 
 ```bash
 # Pipenv install
-$ pip install pipenv --user
+$ pip install poetry --user
 # Install dependencies (include --dev for tests/development)
-$ pipenv sync --dev
-# Activate the virtualenv
-$ pipenv shell
+$ poetry install
 ```
 
+Those using [Nix](https://nixos.org/) can use `nix develop` to get a development environment.
+`nix run` will run TESTed.
+
 ## Running TESTed
 
 TESTed evaluates a submission for a programming exercise based on a test suite that specifies some test cases for the exercise.
@@ -220,6 +221,8 @@ The repository of TESTed is organized as follows:
 - `tested`: Python code of the actual judge (run by Dodona)
 - `tests`: unit tests for TESTed
 
+
+
 You can run the basic unit tests with:
 
 ```bash
diff --git a/dependencies.md b/dependencies.md
index f68dbd91..317c37a2 100644
--- a/dependencies.md
+++ b/dependencies.md
@@ -7,7 +7,7 @@ each language, we list the required dependencies, and their install instructions
 
 See https://github.com/dodona-edu/docker-images/blob/master/dodona-tested.dockerfile
 
-You can also take a look at the `.github/workflows/ci.yml` file, as it will also install most dependencies.
+You can also take a look at the `flake.nix` file, as it will also install most dependencies.
 
 ## Languages
 
@@ -16,14 +16,14 @@ For example, the versions in the table below are the ones we currently use to ru
 
 | Language            | Version |
 |---------------------|---------|
-| Python              | 3.11    |
-| Bash                | 5.1     |
-| gcc (C)             | 10      |
-| ghc (Haskell)       | 8 or 9  |
-| Java                | 17      |
-| NodeJS (Javascript) | 18      |
-| Kotlin              | 1.8     |
-| C# (.NET 6)         | 10.0    |
+| Python              | 3.12    |
+| Bash                | 5.2     |
+| gcc (C)             | 13      |
+| ghc (Haskell)       | 9.6     |
+| Java                | 21      |
+| NodeJS (Javascript) | 22      |
+| Kotlin              | 2.0     |
+| C# (.NET 8)         | 12.0    |
 
 ## Core
 
@@ -33,9 +33,7 @@ Therefore, the core Python dependencies are not optional.
 Installing dependencies:
 
 ```shell
-$ pip install -r requirements.txt
-# Only needed if you want to run tests
-$ pip install -r requirements-tests.txt
+$ poetry install
 ```
 
 ## Python
@@ -43,7 +41,7 @@ $ pip install -r requirements-tests.txt
 
 | Name     | Versions | Installation |
 |----------|----------|--------------|
-| `pylint` | 2.17     | Pip package  |
+| `pylint` | 3.2      | Pip package  |
 
 Install the package as follows:
 
@@ -55,20 +53,20 @@ $ pip install pylint
 
 | Name         | Versions | Installation |
 |--------------|----------|--------------|
-| `shellcheck` | 0.8      | OS package   |
+| `shellcheck` | 0.10     | OS package   |
 
 ## C
 
 | Name       | Versions | Installation |
 |------------|----------|--------------|
-| `cppcheck` | 2.3-2.6  | OS package   |
+| `cppcheck` | 2.14     | OS package   |
 
 ## Haskell
 
 | Name      | Versions | Installation          |
 |-----------|----------|-----------------------|
 | `aeson`   | latest   | Global cabal package* |
-| `hlint`   | 3.2      | OS package            |
+| `hlint`   | 3.6      | OS package            |
 
 Installing global cabal packages can be done as follows:
 
@@ -80,28 +78,28 @@ $ cabal v1-install aeson
 
 | Name         | Versions | Installation |
 |--------------|----------|--------------|
-| `checkstyle` | >= 8     | OS package   |
+| `checkstyle` | 10.16    | OS package   |
 
 ## Javascript
 
 | Name                    | Versions | Installation |
 |-------------------------|----------|--------------|
-| `eslint`                | 8.36     | npm package  |
-| `abstract-syntax-tree`  | 2.16     | npm package  |
+| `eslint`                | 8.57     | npm package  |
+| `abstract-syntax-tree`  | 2.22     | npm package  |
 
 Install npm packages as follows:
 
 ```shell
-$ npm install eslint@8.36 abstract-syntax-tree@2.16
+$ npm install eslint@8.57 abstract-syntax-tree@2.22
 ```
 
 ## Kotlin
 
 | Name                   | Versions | Installation |
 |------------------------|----------|--------------|
-| `klint`                | 0.48     | OS package   |
+| `klint`                | 1.2      | OS package   |
 
 
 ## C#
 
-C# does not have other dependencies besides .NET 6.
+C# does not have other dependencies besides .NET 8.
diff --git a/flake.lock b/flake.lock
index f441de98..37e3aa59 100644
--- a/flake.lock
+++ b/flake.lock
@@ -2,17 +2,17 @@
   "nodes": {
     "devshell": {
       "inputs": {
+        "flake-utils": "flake-utils",
         "nixpkgs": [
           "nixpkgs"
-        ],
-        "systems": "systems"
+        ]
       },
       "locked": {
-        "lastModified": 1688380630,
-        "narHash": "sha256-8ilApWVb1mAi4439zS3iFeIT0ODlbrifm/fegWwgHjA=",
+        "lastModified": 1713532798,
+        "narHash": "sha256-wtBhsdMJA3Wa32Wtm1eeo84GejtI43pMrFrmwLXrsEc=",
         "owner": "numtide",
         "repo": "devshell",
-        "rev": "f9238ec3d75cefbb2b42a44948c4e8fb1ae9a205",
+        "rev": "12e914740a25ea1891ec619bb53cf5e6ca922e40",
         "type": "github"
       },
       "original": {
@@ -23,14 +23,14 @@
     },
     "flake-utils": {
       "inputs": {
-        "systems": "systems_2"
+        "systems": "systems"
       },
       "locked": {
-        "lastModified": 1689068808,
-        "narHash": "sha256-6ixXo3wt24N/melDWjq70UuHQLxGV8jZvooRanIHXw0=",
+        "lastModified": 1701680307,
+        "narHash": "sha256-kAuep2h5ajznlPMD9rnQyffWG8EM/C73lejGofXvdM8=",
         "owner": "numtide",
         "repo": "flake-utils",
-        "rev": "919d646de7be200f3bf08cb76ae1f09402b6f9b4",
+        "rev": "4022d587cbbfd70fe950c1e2083a02621806a725",
         "type": "github"
       },
       "original": {
@@ -40,12 +40,15 @@
       }
     },
     "flake-utils_2": {
+      "inputs": {
+        "systems": "systems_2"
+      },
       "locked": {
-        "lastModified": 1642700792,
-        "narHash": "sha256-XqHrk7hFb+zBvRg6Ghl+AZDq03ov6OshJLiSWOoX5es=",
+        "lastModified": 1710146030,
+        "narHash": "sha256-SZ5L6eA7HJ/nmkzGG7/ISclqe6oZdOZTNoesiInkXPQ=",
         "owner": "numtide",
         "repo": "flake-utils",
-        "rev": "846b2ae0fc4cc943637d3d1def4454213e203cba",
+        "rev": "b1d9ab70662946ef0850d488da1c9019f3a9752a",
         "type": "github"
       },
       "original": {
@@ -54,47 +57,52 @@
         "type": "github"
       }
     },
-    "mach-nix": {
+    "flake-utils_3": {
       "inputs": {
-        "flake-utils": "flake-utils_2",
-        "nixpkgs": "nixpkgs",
-        "pypi-deps-db": "pypi-deps-db"
+        "systems": "systems_3"
       },
       "locked": {
-        "lastModified": 1689108475,
-        "narHash": "sha256-Tg8mLKfgIigFSA6IodqSaxjfYVZ0xELqUDtGJhsdN6g=",
-        "owner": "DavHau",
-        "repo": "mach-nix",
-        "rev": "725aab8d52eb2f5b8ff67bea61049011ef31597c",
+        "lastModified": 1710146030,
+        "narHash": "sha256-SZ5L6eA7HJ/nmkzGG7/ISclqe6oZdOZTNoesiInkXPQ=",
+        "owner": "numtide",
+        "repo": "flake-utils",
+        "rev": "b1d9ab70662946ef0850d488da1c9019f3a9752a",
         "type": "github"
       },
       "original": {
-        "id": "mach-nix",
-        "type": "indirect"
+        "owner": "numtide",
+        "repo": "flake-utils",
+        "type": "github"
       }
     },
-    "nixpkgs": {
+    "nix-github-actions": {
+      "inputs": {
+        "nixpkgs": [
+          "poetry2nix",
+          "nixpkgs"
+        ]
+      },
       "locked": {
-        "lastModified": 1643805626,
-        "narHash": "sha256-AXLDVMG+UaAGsGSpOtQHPIKB+IZ0KSd9WS77aanGzgc=",
-        "owner": "NixOS",
-        "repo": "nixpkgs",
-        "rev": "554d2d8aa25b6e583575459c297ec23750adb6cb",
+        "lastModified": 1703863825,
+        "narHash": "sha256-rXwqjtwiGKJheXB43ybM8NwWB8rO2dSRrEqes0S7F5Y=",
+        "owner": "nix-community",
+        "repo": "nix-github-actions",
+        "rev": "5163432afc817cf8bd1f031418d1869e4c9d5547",
         "type": "github"
       },
       "original": {
-        "id": "nixpkgs",
-        "ref": "nixos-unstable",
-        "type": "indirect"
+        "owner": "nix-community",
+        "repo": "nix-github-actions",
+        "type": "github"
       }
     },
-    "nixpkgs_2": {
+    "nixpkgs": {
       "locked": {
-        "lastModified": 1691472822,
-        "narHash": "sha256-XVfYZ2oB3lNPVq6sHCY9WkdQ8lHoIDzzbpg8bB6oBxA=",
+        "lastModified": 1716293225,
+        "narHash": "sha256-pU9ViBVE3XYb70xZx+jK6SEVphvt7xMTbm6yDIF4xPs=",
         "owner": "nixos",
         "repo": "nixpkgs",
-        "rev": "41c7605718399dcfa53dd7083793b6ae3bc969ff",
+        "rev": "3eaeaeb6b1e08a016380c279f8846e0bd8808916",
         "type": "github"
       },
       "original": {
@@ -104,28 +112,37 @@
         "type": "github"
       }
     },
-    "pypi-deps-db": {
-      "flake": false,
+    "poetry2nix": {
+      "inputs": {
+        "flake-utils": "flake-utils_3",
+        "nix-github-actions": "nix-github-actions",
+        "nixpkgs": [
+          "nixpkgs"
+        ],
+        "systems": "systems_4",
+        "treefmt-nix": "treefmt-nix"
+      },
       "locked": {
-        "lastModified": 1685526402,
-        "narHash": "sha256-V0SXx0dWlUBL3E/wHWTszrkK2dOnuYYnBc7n6e0+NQU=",
-        "owner": "DavHau",
-        "repo": "pypi-deps-db",
-        "rev": "ba35683c35218acb5258b69a9916994979dc73a9",
+        "lastModified": 1715251496,
+        "narHash": "sha256-vRBfJCKvJtu5sYev56XStirA3lAOPv0EkoEV2Nfc+tc=",
+        "owner": "nix-community",
+        "repo": "poetry2nix",
+        "rev": "291a863e866972f356967d0a270b259f46bf987f",
         "type": "github"
       },
       "original": {
-        "owner": "DavHau",
-        "repo": "pypi-deps-db",
+        "owner": "nix-community",
+        "ref": "refs/tags/2024.5.939250",
+        "repo": "poetry2nix",
         "type": "github"
       }
     },
     "root": {
       "inputs": {
         "devshell": "devshell",
-        "flake-utils": "flake-utils",
-        "mach-nix": "mach-nix",
-        "nixpkgs": "nixpkgs_2"
+        "flake-utils": "flake-utils_2",
+        "nixpkgs": "nixpkgs",
+        "poetry2nix": "poetry2nix"
       }
     },
     "systems": {
@@ -157,6 +174,56 @@
         "repo": "default",
         "type": "github"
       }
+    },
+    "systems_3": {
+      "locked": {
+        "lastModified": 1681028828,
+        "narHash": "sha256-Vy1rq5AaRuLzOxct8nz4T6wlgyUR7zLU309k9mBC768=",
+        "owner": "nix-systems",
+        "repo": "default",
+        "rev": "da67096a3b9bf56a91d16901293e51ba5b49a27e",
+        "type": "github"
+      },
+      "original": {
+        "owner": "nix-systems",
+        "repo": "default",
+        "type": "github"
+      }
+    },
+    "systems_4": {
+      "locked": {
+        "lastModified": 1681028828,
+        "narHash": "sha256-Vy1rq5AaRuLzOxct8nz4T6wlgyUR7zLU309k9mBC768=",
+        "owner": "nix-systems",
+        "repo": "default",
+        "rev": "da67096a3b9bf56a91d16901293e51ba5b49a27e",
+        "type": "github"
+      },
+      "original": {
+        "id": "systems",
+        "type": "indirect"
+      }
+    },
+    "treefmt-nix": {
+      "inputs": {
+        "nixpkgs": [
+          "poetry2nix",
+          "nixpkgs"
+        ]
+      },
+      "locked": {
+        "lastModified": 1714058656,
+        "narHash": "sha256-Qv4RBm4LKuO4fNOfx9wl40W2rBbv5u5m+whxRYUMiaA=",
+        "owner": "numtide",
+        "repo": "treefmt-nix",
+        "rev": "c6aaf729f34a36c445618580a9f95a48f5e4e03f",
+        "type": "github"
+      },
+      "original": {
+        "owner": "numtide",
+        "repo": "treefmt-nix",
+        "type": "github"
+      }
     }
   },
   "root": "root",
diff --git a/flake.nix b/flake.nix
index c2dcf6d1..87bc4a5d 100644
--- a/flake.nix
+++ b/flake.nix
@@ -8,153 +8,160 @@
       url = "github:numtide/devshell";
       inputs.nixpkgs.follows = "nixpkgs";
     };
+    poetry2nix = {
+      url = "github:nix-community/poetry2nix?ref=refs/tags/2024.5.939250";
+      inputs.nixpkgs.follows = "nixpkgs";
+    };
   };
 
-  outputs = { self, nixpkgs, devshell, flake-utils, mach-nix, ... }:
+  outputs = { self, nixpkgs, devshell, flake-utils, poetry2nix, ... }:
     flake-utils.lib.eachDefaultSystem (system:
       let
-        pkgs = import nixpkgs { inherit system; overlays = [ devshell.overlays.default ]; };
-        python = pkgs.python311;
+        pkgs = import nixpkgs {
+          inherit system;
+          overlays = [ devshell.overlays.default ];
+        };
+        poetry = poetry2nix.lib.mkPoetry2Nix { inherit pkgs; };
+
+        python = pkgs.python312;
+
+        # For some Python packages, we want customization, as Nix can't build it.
+        overrides = final: prev: {
+          marko = prev.marko.overridePythonAttrs (
+            old: {
+              format = "pyproject";
+              nativeBuildInputs = [ prev.pdm-pep517 prev.pdm-backend ];
+              doCheck = false;
+            }
+          );
+          # We need PyYAML with C support, but poetry2nix does not do that apparently...
+          pyyaml = prev.pyyaml.overridePythonAttrs (
+            old: {
+              nativeBuildInputs = old.nativeBuildInputs ++ [ prev.cython_0 prev.setuptools ];
+              buildInputs = old.buildInputs ++ [ pkgs.libyaml ];
+            }
+          );
+        };
+
+        # This one isn't in Nix, so do it manually.
         ast = pkgs.buildNpmPackage rec {
           pname = "abstract-syntax-tree";
-          version = "2.20.6";
+          version = "2.22.0";
 
           src = pkgs.fetchFromGitHub {
             owner = "buxlabs";
             repo = pname;
-            rev = "94115dc1f1fd01731c7d43f3d7773dda12b9446f";
-            hash = "sha256-jiXZQ0CbU2QSuDKaUBLin4LPSgiasEyBO/TlyNhNqrI=";
+            rev = "36b343c80d94383d2c8cd8883dba52d9bf51be71";
+            hash = "sha256-ACZf8BwWY476PZ+9mqsiOx6L4yGOvDPMZNFEHmqz4j4=";
           };
 
-          npmDepsHash = "sha256-ZSJvh3IP1VKJ0WR9axKEm4prUBVGyOKHyacIPSpImsU=";
+          npmDepsHash = "sha256-+I0Nu7KgZgjFQR12Z8iRNaFq269B7ythiq8sdi5or3Y=";
 
           dontNpmBuild = true;
 
           meta = with pkgs.lib; {
             description = "A library for working with abstract syntax trees";
             license = licenses.mit;
-            maintainers = [];
-          };
-        };
-        marko = python.pkgs.buildPythonPackage rec {
-          pname = "marko";
-          version = "2.0.0";
-          format = "pyproject";
-           
-          src = pkgs.fetchPypi {
-            inherit pname version;
-            hash = "sha256-78JkYIkyUME3UQJa6SAuuxOJiHA2/A35AJxquHVGcDA=";
-          };
-            
-          nativeBuildInputs = [
-            python.pkgs.pdm-pep517 python.pkgs.pdm-backend
-          ];
-           
-          doCheck = false;
-           
-          meta = with pkgs.lib; {
-            homepage = "https://github.com/frostming/marko";
-            license = licenses.mit;
             maintainers = [ ];
           };
         };
-        core-packages = ps: with ps; [
-            psutil
-            pydantic
-            attrs
-            cattrs
-            jsonschema
-            typing-inspect
-            pyyaml
-            pygments
-            python-i18n
-        ];
-        python-env = python.withPackages(ps: (core-packages ps) ++ [
-            ps.pylint
-            ps.pytest
-            ps.pytest-mock
-            ps.pytest-cov
-            ps.pytest-xdist
-            # For Pycharm
-            ps.setuptools
-            ps.isort
-            ps.black
-            ps.jinja2
-            marko
-        ]);
-        core-deps = [
-            (python.withPackages(ps: (core-packages ps) ++ [ps.pylint]))
-        ];
+
+        # General dependencies for other languages
         haskell-deps = [
-            (pkgs.haskell.packages.ghc94.ghcWithPackages (p: [p.aeson]))
-            pkgs.hlint
-        ];
-        node-deps = [
-            pkgs.nodejs-18_x
-            pkgs.nodePackages.eslint
-            ast
-        ];
-        bash-deps = [
-            pkgs.shellcheck
-        ];
-        c-deps = [
-            pkgs.cppcheck
-            pkgs.gcc
+          (pkgs.haskell.packages.ghc96.ghcWithPackages (p: [ p.aeson ]))
+          pkgs.hlint
         ];
-        java-deps = [
-            pkgs.openjdk17
-            pkgs.checkstyle
-        ];
-        kotlin-deps = [
-            pkgs.kotlin
-            pkgs.ktlint
-        ];
-        csharp-deps = [
-            pkgs.dotnetCorePackages.sdk_6_0
-        ];
-      in
-      {
+        node-deps = [ pkgs.nodejs_22 pkgs.nodePackages.eslint ast ];
+        bash-deps = [ pkgs.shellcheck ];
+        c-deps = [ pkgs.cppcheck pkgs.gcc13 ];
+        java-deps = [ pkgs.openjdk21 pkgs.checkstyle ];
+        kotlin-deps = [ pkgs.kotlin pkgs.ktlint ];
+        csharp-deps = [ pkgs.dotnetCorePackages.sdk_8_0 ];
+
+        all-other-dependencies = haskell-deps ++ node-deps ++ bash-deps
+          ++ c-deps ++ java-deps ++ kotlin-deps ++ csharp-deps
+          ++ [ pkgs.coreutils ];
+
+        python-base-env = {
+          projectDir = self;
+          python = python;
+          overrides = poetry.overrides.withDefaults overrides;
+        };
+
+        python-dev-env = poetry.mkPoetryEnv python-base-env;
+
+        tested-env = {
+          inherit (python-base-env) projectDir python overrides;
+          propagatedBuildInputs = all-other-dependencies;
+        };
+
+        unit-test = pkgs.writeShellApplication {
+          name = "unit-test";
+          runtimeInputs = [ python-dev-env pkgs.poetry ] ++ all-other-dependencies;
+          text = ''
+            DOTNET_CLI_HOME="$(mktemp -d)"
+            export DOTNET_CLI_HOME
+            poetry run pytest -n auto --cov=tested --cov-report=xml tests/
+          '';
+        };
+
+      in {
+        checks = rec {
+          default = simple-tests;
+          simple-tests = pkgs.stdenvNoCC.mkDerivation {
+            name = "simple-tests";
+            src = self;
+            doCheck = true;
+            checkInputs = [ python-dev-env pkgs.poetry ] ++ all-other-dependencies;
+            checkPhase = ''
+              DOTNET_CLI_HOME="$(mktemp -d)"
+              export DOTNET_CLI_HOME
+              poetry run pytest -n auto --cov=tested --cov-report=xml tests/
+            '';
+            installPhase = ''
+              touch $out # it worked!
+            '';
+          };
+        };
+
+        packages = rec {
+          default = tested;
+          tested = poetry.mkPoetryApplication {
+            inherit (tested-env)
+              projectDir python overrides propagatedBuildInputs;
+            doCheck = false;
+          };
+        };
+
         devShells = rec {
           default = tested;
           tested = pkgs.devshell.mkShell {
             name = "TESTed";
-            packages = [python-env pkgs.nodePackages.pyright pkgs.pipenv] ++ haskell-deps ++ node-deps ++ bash-deps ++ c-deps ++ java-deps ++ kotlin-deps ++ csharp-deps;
+
+            packages = [ python-dev-env pkgs.nodePackages.pyright pkgs.poetry ]
+              ++ all-other-dependencies;
+
             devshell.startup.link.text = ''
               mkdir -p "$PRJ_DATA_DIR/current"
-              ln -sfn "${python-env}/${python-env.sitePackages}" "$PRJ_DATA_DIR/current/python-packages"
-              ln -sfn "${python-env}" "$PRJ_DATA_DIR/current/python"
+              ln -sfn "${python-dev-env}/${python-dev-env.sitePackages}" "$PRJ_DATA_DIR/current/python-packages"
+              ln -sfn "${python-dev-env}" "$PRJ_DATA_DIR/current/python"
             '';
             env = [
               {
                 name = "DOTNET_ROOT";
                 eval = "${pkgs.dotnetCorePackages.sdk_6_0}";
               }
-             {
+              {
                 name = "NODE_PATH";
                 prefix = "$(npm get prefix)";
               }
             ];
-            commands = [
-              {
-                name = "test:stable";
-                category = "tests";
-                help = "Run the non-flaky tests.";
-                command = ''
-                  python -m pytest tests/ -m "not flaky"
-                '';
-              }
-              {
-                name = "test:all";
-                category = "tests";
-                help = "Run all tests.";
-                command = ''
-                  python -m pytest tests/
-                '';
-              }
-            ];
           };
+          types = pkgs.mkShell {
+            packages = [ python-dev-env pkgs.nodePackages.pyright ];
+          };
+          format = pkgs.mkShell { packages = [ python-dev-env pkgs.poetry ]; };
         };
-      }
-    );
+      });
 }
 
diff --git a/poetry.lock b/poetry.lock
new file mode 100644
index 00000000..2c64c486
--- /dev/null
+++ b/poetry.lock
@@ -0,0 +1,833 @@
+# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
+
+[[package]]
+name = "astroid"
+version = "3.2.2"
+description = "An abstract syntax tree for Python with inference support."
+optional = false
+python-versions = ">=3.8.0"
+files = [
+    {file = "astroid-3.2.2-py3-none-any.whl", hash = "sha256:e8a0083b4bb28fcffb6207a3bfc9e5d0a68be951dd7e336d5dcf639c682388c0"},
+    {file = "astroid-3.2.2.tar.gz", hash = "sha256:8ead48e31b92b2e217b6c9733a21afafe479d52d6e164dd25fb1a770c7c3cf94"},
+]
+
+[[package]]
+name = "attrs"
+version = "23.2.0"
+description = "Classes Without Boilerplate"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "attrs-23.2.0-py3-none-any.whl", hash = "sha256:99b87a485a5820b23b879f04c2305b44b951b502fd64be915879d77a7e8fc6f1"},
+    {file = "attrs-23.2.0.tar.gz", hash = "sha256:935dc3b529c262f6cf76e50877d35a4bd3c1de194fd41f47a2b7ae8f19971f30"},
+]
+
+[package.extras]
+cov = ["attrs[tests]", "coverage[toml] (>=5.3)"]
+dev = ["attrs[tests]", "pre-commit"]
+docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier", "zope-interface"]
+tests = ["attrs[tests-no-zope]", "zope-interface"]
+tests-mypy = ["mypy (>=1.6)", "pytest-mypy-plugins"]
+tests-no-zope = ["attrs[tests-mypy]", "cloudpickle", "hypothesis", "pympler", "pytest (>=4.3.0)", "pytest-xdist[psutil]"]
+
+[[package]]
+name = "black"
+version = "24.4.2"
+description = "The uncompromising code formatter."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "black-24.4.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:dd1b5a14e417189db4c7b64a6540f31730713d173f0b63e55fabd52d61d8fdce"},
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+[package.dependencies]
+click = ">=8.0.0"
+mypy-extensions = ">=0.4.3"
+packaging = ">=22.0"
+pathspec = ">=0.9.0"
+platformdirs = ">=2"
+
+[package.extras]
+colorama = ["colorama (>=0.4.3)"]
+d = ["aiohttp (>=3.7.4)", "aiohttp (>=3.7.4,!=3.9.0)"]
+jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"]
+uvloop = ["uvloop (>=0.15.2)"]
+
+[[package]]
+name = "cattrs"
+version = "23.2.3"
+description = "Composable complex class support for attrs and dataclasses."
+optional = false
+python-versions = ">=3.8"
+files = [
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+[package.dependencies]
+attrs = ">=23.1.0"
+
+[package.extras]
+bson = ["pymongo (>=4.4.0)"]
+cbor2 = ["cbor2 (>=5.4.6)"]
+msgpack = ["msgpack (>=1.0.5)"]
+orjson = ["orjson (>=3.9.2)"]
+pyyaml = ["pyyaml (>=6.0)"]
+tomlkit = ["tomlkit (>=0.11.8)"]
+ujson = ["ujson (>=5.7.0)"]
+
+[[package]]
+name = "click"
+version = "8.1.7"
+description = "Composable command line interface toolkit"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "click-8.1.7-py3-none-any.whl", hash = "sha256:ae74fb96c20a0277a1d615f1e4d73c8414f5a98db8b799a7931d1582f3390c28"},
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+[package.dependencies]
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+
+[[package]]
+name = "colorama"
+version = "0.4.6"
+description = "Cross-platform colored terminal text."
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
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+[[package]]
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+description = "Code coverage measurement for Python"
+optional = false
+python-versions = ">=3.8"
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+]
+
+[[package]]
+name = "tomlkit"
+version = "0.12.5"
+description = "Style preserving TOML library"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "tomlkit-0.12.5-py3-none-any.whl", hash = "sha256:af914f5a9c59ed9d0762c7b64d3b5d5df007448eb9cd2edc8a46b1eafead172f"},
+    {file = "tomlkit-0.12.5.tar.gz", hash = "sha256:eef34fba39834d4d6b73c9ba7f3e4d1c417a4e56f89a7e96e090dd0d24b8fb3c"},
+]
+
+[[package]]
+name = "typing-extensions"
+version = "4.12.0"
+description = "Backported and Experimental Type Hints for Python 3.8+"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "typing_extensions-4.12.0-py3-none-any.whl", hash = "sha256:b349c66bea9016ac22978d800cfff206d5f9816951f12a7d0ec5578b0a819594"},
+    {file = "typing_extensions-4.12.0.tar.gz", hash = "sha256:8cbcdc8606ebcb0d95453ad7dc5065e6237b6aa230a31e81d0f440c30fed5fd8"},
+]
+
+[[package]]
+name = "typing-inspect"
+version = "0.9.0"
+description = "Runtime inspection utilities for typing module."
+optional = false
+python-versions = "*"
+files = [
+    {file = "typing_inspect-0.9.0-py3-none-any.whl", hash = "sha256:9ee6fc59062311ef8547596ab6b955e1b8aa46242d854bfc78f4f6b0eff35f9f"},
+    {file = "typing_inspect-0.9.0.tar.gz", hash = "sha256:b23fc42ff6f6ef6954e4852c1fb512cdd18dbea03134f91f856a95ccc9461f78"},
+]
+
+[package.dependencies]
+mypy-extensions = ">=0.3.0"
+typing-extensions = ">=3.7.4"
+
+[metadata]
+lock-version = "2.0"
+python-versions = "^3.12"
+content-hash = "7478de0dafe7a1755a981e96d24f06ec5ccf153cf031c1fb6404931e8eaa60d8"
diff --git a/pyproject.toml b/pyproject.toml
index 295dc7a2..72ac79af 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -15,3 +15,41 @@ markers = [
     "linter", # Run linter tests
     "slow", # Slow tests
 ]
+
+[tool.poetry]
+name = "tested"
+version = "1.0.0"
+description = ""
+authors = ["Niko Strijbol <strijbol.niko@gmail.com>"]
+license = "MIT"
+readme = "README.md"
+
+[tool.poetry.scripts]
+tested = "tested.__main__:__main__"
+
+[tool.poetry.dependencies]
+python         = "^3.12"
+psutil         = "==5.9.8"
+attrs          = "==23.2.0"
+cattrs         = "==23.2.3"
+jsonschema     = "==4.22.0"
+typing-inspect = "==0.9.0"
+pyyaml         = "==6.0.1"
+pygments       = "==2.18.0"
+python-i18n    = "==0.3.9"
+pylint         = "==3.2.2"
+jinja2         = "==3.1.4"
+marko          = "==2.0.3"
+
+[tool.poetry.group.dev.dependencies]
+pytest         = "^8.2.1"
+pytest-mock    = "^3.14.0"
+pytest-cov     = "^5.0.0"
+pytest-xdist   = "^3.6.1"
+black          = "^24.4.2"
+isort          = "^5.13.2"
+
+
+[build-system]
+requires = ["poetry-core"]
+build-backend = "poetry.core.masonry.api"
diff --git a/tested/cli.py b/tested/cli.py
index 76c9c48e..191f1dd9 100644
--- a/tested/cli.py
+++ b/tested/cli.py
@@ -1,6 +1,7 @@
 """
 A module that provides a simpler CLI to TESTed.
 """
+
 import json
 import os
 import re
diff --git a/tested/configs.py b/tested/configs.py
index 3cf9e01e..0cb0cc03 100644
--- a/tested/configs.py
+++ b/tested/configs.py
@@ -1,6 +1,7 @@
 """
 Module for handling and bundling various configuration options for TESTed.
 """
+
 import logging
 from pathlib import Path
 from typing import IO, TYPE_CHECKING, Any, Optional
diff --git a/tested/datatypes/__init__.py b/tested/datatypes/__init__.py
index 746b267a..f66ea9a1 100644
--- a/tested/datatypes/__init__.py
+++ b/tested/datatypes/__init__.py
@@ -12,6 +12,7 @@
 Additionally, the types in this file are organized by their JSON encoding type.
 They are also split in "basic types" and "advanced types".
 """
+
 from tested.datatypes.advanced import (
     AdvancedNothingTypes,
     AdvancedNumericTypes,
diff --git a/tested/datatypes/advanced.py b/tested/datatypes/advanced.py
index 8bcdf954..726ca9fc 100644
--- a/tested/datatypes/advanced.py
+++ b/tested/datatypes/advanced.py
@@ -4,6 +4,7 @@
 Note that these are often complementary types: the default type suffice in many
 cases.
 """
+
 from enum import StrEnum
 from typing import Union
 
diff --git a/tested/datatypes/basic.py b/tested/datatypes/basic.py
index 8881183a..e2c3b56d 100644
--- a/tested/datatypes/basic.py
+++ b/tested/datatypes/basic.py
@@ -1,6 +1,7 @@
 """
 Basic data types.
 """
+
 from enum import StrEnum, auto, unique
 from typing import Union
 
diff --git a/tested/descriptions/__main__.py b/tested/descriptions/__main__.py
index 4a4662c0..231dff79 100644
--- a/tested/descriptions/__main__.py
+++ b/tested/descriptions/__main__.py
@@ -41,6 +41,7 @@
 Note that the file is first converted by Mako to a normal Markdown file.
 Afterwards, the code blocks are replaced.
 """
+
 import sys
 from argparse import ArgumentParser, FileType
 
diff --git a/tested/descriptions/converters.py b/tested/descriptions/converters.py
index a3a64fa5..c3a29a33 100644
--- a/tested/descriptions/converters.py
+++ b/tested/descriptions/converters.py
@@ -52,7 +52,7 @@ class GenericDatatype(Datatype):
     locale: str
     language: Language
     type_: AllTypes
-    others: tuple[NestedTypeDeclaration]
+    others: tuple[NestedTypeDeclaration, ...]
 
     def _types(self) -> list[str]:
         if len(self.others):
diff --git a/tested/dodona.py b/tested/dodona.py
index d945c5ea..90e5f768 100644
--- a/tested/dodona.py
+++ b/tested/dodona.py
@@ -9,6 +9,7 @@
 be printed to stdout. This might be useful to test this implementation against
 the authoritative json-schema, provided by Dodona.
 """
+
 import json
 from enum import StrEnum, auto, unique
 from typing import IO, Literal, Union
diff --git a/tested/dsl/ast_translator.py b/tested/dsl/ast_translator.py
index 84b00e3c..0cdc0614 100644
--- a/tested/dsl/ast_translator.py
+++ b/tested/dsl/ast_translator.py
@@ -70,7 +70,7 @@ def _is_and_get_allowed_empty(node: ast.Call) -> Value | None:
     Returns the empty value if allowed, otherwise None.
     """
     assert isinstance(node.func, ast.Name)
-    type_ = get_converter().structure(node.func.id, AllTypes)
+    type_ = get_converter().structure(node.func.id, AllTypes)  # pyright: ignore
     if isinstance(type_, AdvancedSequenceTypes):
         return SequenceType(type=cast(AdvancedSequenceTypes, type_), data=[])
     elif isinstance(type_, BasicSequenceTypes):
@@ -223,7 +223,10 @@ def _convert_expression(node: ast.expr, is_return: bool) -> Expression:
                 raise InvalidDslError(
                     "The argument of a cast function must resolve to a value."
                 )
-        return evolve(value, type=get_converter().structure(node.func.id, AllTypes))
+        return evolve(
+            value,
+            type=get_converter().structure(node.func.id, AllTypes),  # pyright: ignore
+        )
     elif isinstance(node, ast.Call):
         if is_return:
             raise InvalidDslError(
@@ -315,13 +318,11 @@ def _translate_to_ast(node: ast.Interactive, is_return: bool) -> Statement:
 
 
 @overload
-def parse_string(code: str, is_return: Literal[True]) -> Value:
-    ...
+def parse_string(code: str, is_return: Literal[True]) -> Value: ...
 
 
 @overload
-def parse_string(code: str, is_return: Literal[False] = False) -> Statement:
-    ...
+def parse_string(code: str, is_return: Literal[False] = False) -> Statement: ...
 
 
 def parse_string(code: str, is_return=False) -> Statement:
diff --git a/tested/dsl/translate_parser.py b/tested/dsl/translate_parser.py
index 2ee33e8d..b637969a 100644
--- a/tested/dsl/translate_parser.py
+++ b/tested/dsl/translate_parser.py
@@ -272,7 +272,7 @@ def _validate_dsl(dsl_object: YamlObject):
 
 
 def _tested_type_to_value(tested_type: TestedType) -> Value:
-    type_enum = get_converter().structure(tested_type.type, AllTypes)
+    type_enum = get_converter().structure(tested_type.type, AllTypes)  # pyright: ignore
     if isinstance(type_enum, NumericTypes):
         # Some special cases for advanced numeric types.
         if type_enum == AdvancedNumericTypes.FIXED_PRECISION:
diff --git a/tested/features.py b/tested/features.py
index fe5ad4af..d5407700 100644
--- a/tested/features.py
+++ b/tested/features.py
@@ -1,6 +1,7 @@
 """
 Module containing the definitions of the features we can support.
 """
+
 import logging
 import operator
 from collections import defaultdict
diff --git a/tested/judge/__init__.py b/tested/judge/__init__.py
index a632d086..1b742c3d 100644
--- a/tested/judge/__init__.py
+++ b/tested/judge/__init__.py
@@ -6,4 +6,5 @@
 the judge. All other modules might be useful, but are more for the internal code
 organization.
 """
+
 from tested.judge.core import judge
diff --git a/tested/judge/compilation.py b/tested/judge/compilation.py
index 7dc6a146..b9367a5c 100644
--- a/tested/judge/compilation.py
+++ b/tested/judge/compilation.py
@@ -1,6 +1,7 @@
 """
 Functions responsible for the compilation step.
 """
+
 import logging
 from pathlib import Path
 
diff --git a/tested/judge/core.py b/tested/judge/core.py
index a960129d..5c2ca35c 100644
--- a/tested/judge/core.py
+++ b/tested/judge/core.py
@@ -231,10 +231,14 @@ def _execute_one_unit(
     # Execute the unit.
     if local_compilation_results.status == Status.CORRECT:
         remaining_time = plan.remaining_time()
-        execution_result, status = execute_unit(
+        execution_result_or_status = execute_unit(
             bundle, planned_unit, execution_dir, dependencies, remaining_time
         )
-        local_compilation_results.status = status
+        if isinstance(execution_result_or_status, Status):
+            local_compilation_results.status = execution_result_or_status
+            execution_result = None
+        else:
+            execution_result = execution_result_or_status
     else:
         execution_result = None
 
diff --git a/tested/judge/execution.py b/tested/judge/execution.py
index bf677cf1..c5ee6f42 100644
--- a/tested/judge/execution.py
+++ b/tested/judge/execution.py
@@ -1,6 +1,5 @@
 import itertools
 import logging
-import shutil
 from pathlib import Path
 
 from attrs import define
@@ -176,7 +175,10 @@ def set_up_unit(
         _logger.debug(f"Copying {origin} to {destination}")
         if origin == destination:
             continue  # Don't copy the file to itself
-        shutil.copy2(origin, destination)
+
+        # Use hard links instead of copying, due to issues with busy files.
+        # See https://github.com/dodona-edu/universal-judge/issues/57
+        destination.hardlink_to(origin)
 
     return execution_dir, dependencies
 
@@ -208,7 +210,7 @@ def execute_unit(
     execution_dir: Path,
     dependencies: list[Path],
     remaining_time: float,
-) -> tuple[ExecutionResult | None, Status]:
+) -> ExecutionResult | Status:
     """
     Execute a unit.
 
@@ -232,12 +234,12 @@ def execute_unit(
         main_file_name = unit.name
         argument = None
 
-    executable, status = bundle.language.find_main_file(files, main_file_name)
-    _logger.debug(f"Found main file: {executable}")
-
-    if status != Status.CORRECT:
-        return None, status
+    executable_or_status = bundle.language.find_main_file(files, main_file_name)
+    _logger.debug(f"Searched for main file: {executable_or_status}")
+    if isinstance(executable_or_status, Status):
+        return executable_or_status
 
+    executable = executable_or_status
     files.remove(executable)
     stdin = unit.get_stdin(bundle.config.resources)
 
@@ -257,7 +259,7 @@ def execute_unit(
     values = _get_contents_or_empty(value_file(bundle, execution_dir))
     exceptions = _get_contents_or_empty(exception_file(bundle, execution_dir))
 
-    result = ExecutionResult(
+    return ExecutionResult(
         stdout=base_result.stdout,
         stderr=base_result.stderr,
         exit=base_result.exit,
@@ -268,5 +270,3 @@ def execute_unit(
         timeout=base_result.timeout,
         memory=base_result.memory,
     )
-
-    return result, status
diff --git a/tested/judge/planning.py b/tested/judge/planning.py
index c76d155a..9c22d8d5 100644
--- a/tested/judge/planning.py
+++ b/tested/judge/planning.py
@@ -1,6 +1,7 @@
 """
 This module decides what and when things are executed.
 """
+
 import time
 from enum import Enum, auto
 from pathlib import Path
diff --git a/tested/judge/utils.py b/tested/judge/utils.py
index 4ce85f37..19d50002 100644
--- a/tested/judge/utils.py
+++ b/tested/judge/utils.py
@@ -1,6 +1,7 @@
 """
 Common utilities for the judge.
 """
+
 import logging
 import shutil
 import subprocess
diff --git a/tested/languages/__init__.py b/tested/languages/__init__.py
index 1b38610a..77c7cd1f 100644
--- a/tested/languages/__init__.py
+++ b/tested/languages/__init__.py
@@ -6,6 +6,7 @@
 In short, if it has to do with the templates or is programming language specific,
 you will probably find it in this package.
 """
+
 from typing import TYPE_CHECKING, Optional
 
 from tested.languages.bash.config import Bash
diff --git a/tested/languages/bash/linter.py b/tested/languages/bash/linter.py
index 559591ba..754d7902 100644
--- a/tested/languages/bash/linter.py
+++ b/tested/languages/bash/linter.py
@@ -50,9 +50,11 @@ def run_shellcheck(
 
     if execution_results.timeout or execution_results.memory:
         return [
-            get_i18n_string("languages.bash.linter.timeout")
-            if execution_results.timeout
-            else get_i18n_string("languages.bash.linter.memory")
+            (
+                get_i18n_string("languages.bash.linter.timeout")
+                if execution_results.timeout
+                else get_i18n_string("languages.bash.linter.memory")
+            )
         ], []
 
     try:
diff --git a/tested/languages/c/linter.py b/tested/languages/c/linter.py
index cba07f44..e7d26d37 100644
--- a/tested/languages/c/linter.py
+++ b/tested/languages/c/linter.py
@@ -43,9 +43,11 @@ def run_cppcheck(
 
     if execution_results.timeout or execution_results.memory:
         return [
-            get_i18n_string("languages.c.linter.timeout")
-            if execution_results.timeout
-            else get_i18n_string("languages.c.linter.memory")
+            (
+                get_i18n_string("languages.c.linter.timeout")
+                if execution_results.timeout
+                else get_i18n_string("languages.c.linter.memory")
+            )
         ], []
 
     try:
diff --git a/tested/languages/config.py b/tested/languages/config.py
index 1e8ba2cb..3d87fc7a 100644
--- a/tested/languages/config.py
+++ b/tested/languages/config.py
@@ -4,6 +4,7 @@
 This class is the API between the core of TESTed and the language-specific details.
 Everything that depends on the programming language passes through this class.
 """
+
 import logging
 import typing
 from abc import ABC, abstractmethod
@@ -158,7 +159,7 @@ def execution(self, cwd: Path, file: str, arguments: list[str]) -> Command:
         """
         raise NotImplementedError
 
-    def get_string_quote(self):
+    def get_string_quote(self) -> str:
         """
         :return: The symbol used to quote strings.
         """
@@ -347,39 +348,30 @@ def filter_function(file: Path) -> bool:
 
         return list(x for x in files if filter_function(x))
 
-    @typing.overload
-    def find_main_file(
-        self,
-        files: list[Path],
-        name: str,
-    ) -> tuple[Path, typing.Literal[Status.CORRECT]]:
-        ...
-
-    @typing.overload
-    def find_main_file(self, files: list[Path], name: str) -> tuple[None, Status]:
-        ...
-
     def find_main_file(
         self,
         files: list[Path],
         name: str,
-    ) -> tuple[Path | None, Status]:
+    ) -> Path | Status:
         """
         Find the "main" file in a list of files.
 
         This method is invoked to find the "main" file, i.e. the file with the main
         method (or at least the file that should be executed).
 
+        If something went wrong, an error status is returned. Otherwise, a path to
+        the main file is returned.
+
         :param files: A list of files.
         :param name: The name of the main file.
-        :return: The main file or a list of messages.
+        :return: The main file or an error status.
         """
         _logger.debug("Finding %s in %s", name, files)
         possible_main_files = [x for x in files if x.name.startswith(name)]
         if possible_main_files:
-            return possible_main_files[0], Status.CORRECT
+            return possible_main_files[0]
         else:
-            return None, Status.COMPILATION_ERROR
+            return Status.COMPILATION_ERROR
 
     def cleanup_stacktrace(self, stacktrace: str) -> str:
         """
diff --git a/tested/languages/conventionalize.py b/tested/languages/conventionalize.py
index 339bb2dc..891bfced 100644
--- a/tested/languages/conventionalize.py
+++ b/tested/languages/conventionalize.py
@@ -1,6 +1,7 @@
 """
 Functions to conventionalize various aspects of a programming langauge.
 """
+
 import logging
 from collections.abc import Callable
 from typing import TYPE_CHECKING, Literal
diff --git a/tested/languages/csharp/config.py b/tested/languages/csharp/config.py
index 651d2ed0..0880245a 100644
--- a/tested/languages/csharp/config.py
+++ b/tested/languages/csharp/config.py
@@ -122,9 +122,7 @@ def execution(self, cwd: Path, file: str, arguments: list[str]) -> Command:
         file = OUTPUT_DIRECTORY + "/" + file
         return ["dotnet", file, *arguments]
 
-    def find_main_file(
-        self, files: list[Path], name: str
-    ) -> tuple[Path | None, Status]:
+    def find_main_file(self, files: list[Path], name: str) -> Path | Status:
         # TODO: specify the extension (if any) of the output files, so we don't need to
         # override this.
         logger.debug("Finding %s in %s", name, files)
@@ -132,9 +130,9 @@ def find_main_file(
             x for x in files if x.name.startswith(name) and x.suffix == ".dll"
         ]
         if possible_main_files:
-            return possible_main_files[0], Status.CORRECT
+            return possible_main_files[0]
         else:
-            return None, Status.COMPILATION_ERROR
+            return Status.COMPILATION_ERROR
 
     def modify_solution(self, solution: Path):
         with open(solution, "r") as file:
diff --git a/tested/languages/csharp/generators.py b/tested/languages/csharp/generators.py
index f31d0b7a..c48b127b 100644
--- a/tested/languages/csharp/generators.py
+++ b/tested/languages/csharp/generators.py
@@ -162,9 +162,7 @@ def extract_type_tuple(type_, generic=True):
         type_ = (
             (value.get_content_type() or "Object")
             if isinstance(value, SequenceType)
-            else nt
-            if nt
-            else "Object"
+            else nt if nt else "Object"
         )
         base_type, sub_type = extract_type_tuple(type_, False)
         return convert_declaration(base_type, None, sub_type) + "[]"
@@ -173,9 +171,7 @@ def extract_type_tuple(type_, generic=True):
         type_ = (
             (value.get_content_type() or "Object")
             if isinstance(value, SequenceType)
-            else nt
-            if nt
-            else "Object"
+            else nt if nt else "Object"
         )
         assert isinstance(value, SequenceType)
         base_type, sub_type = extract_type_tuple(type_, False)
@@ -206,9 +202,7 @@ def extract_type_tuple(type_, generic=True):
         type_ = (
             (value.get_content_type() or "Object")
             if isinstance(value, SequenceType)
-            else nt
-            if nt
-            else "Object"
+            else nt if nt else "Object"
         )
         base_type, sub_type = extract_type_tuple(type_)
         return f"List<{convert_declaration(base_type, None, sub_type)}>"
@@ -216,9 +210,7 @@ def extract_type_tuple(type_, generic=True):
         type_ = (
             (value.get_content_type() or "Object")
             if isinstance(value, SequenceType)
-            else nt
-            if nt
-            else "Object"
+            else nt if nt else "Object"
         )
         base_type, sub_type = extract_type_tuple(type_)
         return f"Set<{convert_declaration(base_type, None, sub_type)}>"
diff --git a/tested/languages/csharp/templates/dotnet.csproj b/tested/languages/csharp/templates/dotnet.csproj
index 4341abfb..e6451ca0 100644
--- a/tested/languages/csharp/templates/dotnet.csproj
+++ b/tested/languages/csharp/templates/dotnet.csproj
@@ -2,7 +2,7 @@
 
     <PropertyGroup>
         <OutputType>Exe</OutputType>
-        <TargetFramework>net6.0</TargetFramework>
+        <TargetFramework>net8.0</TargetFramework>
         <ImplicitUsings>enable</ImplicitUsings>
         <Nullable>enable</Nullable>
     </PropertyGroup>
diff --git a/tested/languages/generation.py b/tested/languages/generation.py
index 60bb0ddd..442b3c1f 100644
--- a/tested/languages/generation.py
+++ b/tested/languages/generation.py
@@ -1,6 +1,7 @@
 """
 Translates items from the test suite into the actual programming language.
 """
+
 import html
 import json
 import logging
diff --git a/tested/languages/haskell/config.py b/tested/languages/haskell/config.py
index db674995..524264ac 100644
--- a/tested/languages/haskell/config.py
+++ b/tested/languages/haskell/config.py
@@ -109,10 +109,10 @@ def linter(self, remaining: float) -> tuple[list[Message], list[AnnotateCode]]:
         assert self.config
         return linter.run_hlint(self.config.dodona, remaining)
 
-    def cleanup_description(self, description: str) -> str:
-        return cleanup_description(self, description)
+    def cleanup_description(self, statement: str) -> str:
+        return cleanup_description(self, statement)
 
-    def cleanup_stacktrace(self, traceback_str: str) -> str:
+    def cleanup_stacktrace(self, stacktrace: str) -> str:
         filename = submission_file(self)
         context_file_regex = re.compile(r"(Context[0-9]+|Selector)")
         compile_line_regex = re.compile(r"^([0-9]+)(\s*\|.*)$")
@@ -121,7 +121,7 @@ def cleanup_stacktrace(self, traceback_str: str) -> str:
         )
         parse_module = r"error: parse error on input ‘module’"
         replace_module = r"error: unexpected ‘module’"
-        traceback = traceback_str.splitlines()
+        traceback = stacktrace.splitlines()
         skip_line, lines = False, []
         for line in traceback:
             if not line or line == "undefined":
diff --git a/tested/languages/haskell/linter.py b/tested/languages/haskell/linter.py
index 49115923..cb69342d 100644
--- a/tested/languages/haskell/linter.py
+++ b/tested/languages/haskell/linter.py
@@ -51,9 +51,11 @@ def run_hlint(
 
     if execution_results.timeout or execution_results.memory:
         return [
-            get_i18n_string("languages.haskell.linter.timeout")
-            if execution_results.timeout
-            else get_i18n_string("languages.haskell.linter.memory")
+            (
+                get_i18n_string("languages.haskell.linter.timeout")
+                if execution_results.timeout
+                else get_i18n_string("languages.haskell.linter.memory")
+            )
         ], []
 
     try:
diff --git a/tested/languages/java/config.py b/tested/languages/java/config.py
index 2d67f641..7b870954 100644
--- a/tested/languages/java/config.py
+++ b/tested/languages/java/config.py
@@ -136,8 +136,8 @@ def linter(self, remaining: float) -> tuple[list[Message], list[AnnotateCode]]:
         assert self.config
         return linter.run_checkstyle(self.config.dodona, remaining)
 
-    def cleanup_stacktrace(self, traceback: str) -> str:
-        return jvm_cleanup_stacktrace(traceback, submission_file(self))
+    def cleanup_stacktrace(self, stacktrace: str) -> str:
+        return jvm_cleanup_stacktrace(stacktrace, submission_file(self))
 
     def generate_statement(self, statement: Statement) -> str:
         from tested.languages.java import generators
diff --git a/tested/languages/java/generators.py b/tested/languages/java/generators.py
index 9cce196b..acab03a2 100644
--- a/tested/languages/java/generators.py
+++ b/tested/languages/java/generators.py
@@ -166,9 +166,7 @@ def extract_type_tuple(type_, generic=True):
         type_ = (
             (value.get_content_type() or "Object")
             if isinstance(value, SequenceType)
-            else nt
-            if nt
-            else "Object"
+            else nt if nt else "Object"
         )
         base_type, sub_type = extract_type_tuple(type_, False)
         return convert_declaration(base_type, None, sub_type, False) + "[]"
@@ -198,9 +196,7 @@ def extract_type_tuple(type_, generic=True):
         type_ = (
             (value.get_content_type() or "Object")
             if isinstance(value, SequenceType)
-            else nt
-            if nt
-            else "Object"
+            else nt if nt else "Object"
         )
         base_type, sub_type = extract_type_tuple(type_)
         return f"List<{convert_declaration(base_type, None, sub_type, True)}>"
@@ -208,9 +204,7 @@ def extract_type_tuple(type_, generic=True):
         type_ = (
             (value.get_content_type() or "Object")
             if isinstance(value, SequenceType)
-            else nt
-            if nt
-            else "Object"
+            else nt if nt else "Object"
         )
         base_type, sub_type = extract_type_tuple(type_)
         return f"Set<{convert_declaration(base_type, None, sub_type, True)}>"
diff --git a/tested/languages/java/linter.py b/tested/languages/java/linter.py
index 0eb6f72b..470009c8 100644
--- a/tested/languages/java/linter.py
+++ b/tested/languages/java/linter.py
@@ -46,9 +46,11 @@ def run_checkstyle(
 
     if execution_results.timeout or execution_results.memory:
         return [
-            get_i18n_string("languages.java.linter.timeout")
-            if execution_results.timeout
-            else get_i18n_string("languages.java.linter.memory")
+            (
+                get_i18n_string("languages.java.linter.timeout")
+                if execution_results.timeout
+                else get_i18n_string("languages.java.linter.memory")
+            )
         ], []
 
     try:
diff --git a/tested/languages/javascript/config.py b/tested/languages/javascript/config.py
index 624374d5..1a8ed379 100644
--- a/tested/languages/javascript/config.py
+++ b/tested/languages/javascript/config.py
@@ -153,7 +153,7 @@ def linter(self, remaining: float) -> tuple[list[Message], list[AnnotateCode]]:
         assert self.config
         return linter.run_eslint(self.config.dodona, remaining)
 
-    def cleanup_stacktrace(self, traceback: str) -> str:
+    def cleanup_stacktrace(self, stacktrace: str) -> str:
         assert self.config
         # What this does:
         # 1a. While inside the submission code, replace all references to the location with <code>
@@ -168,7 +168,7 @@ def cleanup_stacktrace(self, traceback: str) -> str:
         submission_namespace = f"{submission_name(self)}."
 
         resulting_lines = ""
-        for line in traceback.splitlines(keepends=True):
+        for line in stacktrace.splitlines(keepends=True):
             # If we encounter an execution location, we are done.
             if re.search(execution_location_regex, line):
                 break
@@ -183,10 +183,10 @@ def cleanup_stacktrace(self, traceback: str) -> str:
 
         return resulting_lines
 
-    def cleanup_description(self, description: str) -> str:
-        description = cleanup_description(self, description)
+    def cleanup_description(self, statement: str) -> str:
+        statement = cleanup_description(self, statement)
         await_regex = re.compile(r"await\s+")
-        return await_regex.sub("", description)
+        return await_regex.sub("", statement)
 
     def generate_statement(self, statement: Statement) -> str:
         from tested.languages.javascript import generators
diff --git a/tested/languages/javascript/linter.py b/tested/languages/javascript/linter.py
index 9d6ff735..44ec8924 100644
--- a/tested/languages/javascript/linter.py
+++ b/tested/languages/javascript/linter.py
@@ -47,9 +47,11 @@ def run_eslint(
 
     if execution_results.timeout or execution_results.memory:
         return [
-            get_i18n_string("languages.javascript.linter.timeout")
-            if execution_results.timeout
-            else get_i18n_string("languages.javascript.linter.memory")
+            (
+                get_i18n_string("languages.javascript.linter.timeout")
+                if execution_results.timeout
+                else get_i18n_string("languages.javascript.linter.memory")
+            )
         ], []
 
     try:
diff --git a/tested/languages/kotlin/config.py b/tested/languages/kotlin/config.py
index c3467605..62f00e56 100644
--- a/tested/languages/kotlin/config.py
+++ b/tested/languages/kotlin/config.py
@@ -184,13 +184,11 @@ def linter(self, remaining: float) -> tuple[list[Message], list[AnnotateCode]]:
         assert self.config
         return linter.run_ktlint(self.config.dodona, remaining)
 
-    def find_main_file(
-        self, files: list[Path], name: str
-    ) -> tuple[Path | None, Status]:
+    def find_main_file(self, files: list[Path], name: str) -> Path | Status:
         logger.debug("Finding %s in %s", name, files)
-        main, status = Language.find_main_file(self, files, name + "Kt")
-        if status == Status.CORRECT:
-            return main, status
+        main_or_status = Language.find_main_file(self, files, name + "Kt")
+        if isinstance(main_or_status, Path):
+            return main_or_status
         else:
             return Language.find_main_file(self, files, name)
 
@@ -207,8 +205,8 @@ def filter_function(file_path: Path) -> bool:
 
         return list(x for x in files if filter_function(x))
 
-    def cleanup_stacktrace(self, traceback: str) -> str:
-        return jvm_cleanup_stacktrace(traceback, submission_file(self))
+    def cleanup_stacktrace(self, stacktrace: str) -> str:
+        return jvm_cleanup_stacktrace(stacktrace, submission_file(self))
 
     def generate_statement(self, statement: Statement) -> str:
         from tested.languages.kotlin import generators
diff --git a/tested/languages/kotlin/generators.py b/tested/languages/kotlin/generators.py
index 6b3b1e68..fcfdb5c4 100644
--- a/tested/languages/kotlin/generators.py
+++ b/tested/languages/kotlin/generators.py
@@ -171,9 +171,7 @@ def extract_type_tuple(type_, generic=True):
         type_ = (
             (value.get_content_type() or "Object")
             if isinstance(value, SequenceType)
-            else nt
-            if nt
-            else "Object"
+            else nt if nt else "Object"
         )
         base_type, sub_type = extract_type_tuple(type_, False)
         return f"Array<{convert_declaration(base_type, None, sub_type)}>?"
@@ -203,9 +201,7 @@ def extract_type_tuple(type_, generic=True):
         type_ = (
             (value.get_content_type() or "Object")
             if isinstance(value, SequenceType)
-            else nt
-            if nt
-            else "Object"
+            else nt if nt else "Object"
         )
         base_type, sub_type = extract_type_tuple(type_)
         return f"List<{convert_declaration(base_type, None, sub_type)}>?"
@@ -213,9 +209,7 @@ def extract_type_tuple(type_, generic=True):
         type_ = (
             (value.get_content_type() or "Object")
             if isinstance(value, SequenceType)
-            else nt
-            if nt
-            else "Object"
+            else nt if nt else "Object"
         )
         base_type, sub_type = extract_type_tuple(type_)
         return f"Set<{convert_declaration(base_type, None, sub_type)}>?"
diff --git a/tested/languages/kotlin/ktlint.editorconfig b/tested/languages/kotlin/ktlint.editorconfig
new file mode 100644
index 00000000..6ea49a7e
--- /dev/null
+++ b/tested/languages/kotlin/ktlint.editorconfig
@@ -0,0 +1,2 @@
+[*.{kt,kts}]
+ktlint_standard_filename=disabled
diff --git a/tested/languages/kotlin/linter.py b/tested/languages/kotlin/linter.py
index 87bd21c1..1d58eabe 100644
--- a/tested/languages/kotlin/linter.py
+++ b/tested/languages/kotlin/linter.py
@@ -24,25 +24,15 @@ def run_ktlint(
 
     if path := language_options.get("editorconfig", None):
         assert isinstance(path, str)
-        command.append(f"--editorconfig={config.resources / path}")
-
-    if language_options.get("disabled_rules_ktlint", None):
-        rules = language_options["disabled_rules_ktlint"]
-        if isinstance(rules, list):
-            rules = ",".join(rules)
-        if "filename" not in rules:
-            rules += ",filename"
-        command.append(f"--disabled_rules={rules}")
+        editorconfig = config.resources / path
     else:
-        command.append("--disabled_rules=filename")
+        editorconfig = config.judge / "tested/languages/kotlin/ktlint.editorconfig"
+    command.append(f"--editorconfig={editorconfig}")
 
     if path := language_options.get("ktlint_ruleset", None):
         assert isinstance(path, str)
         command.append(f"--ruleset={config.resources / path}")
 
-    if language_options.get("ktlint_experimental", True):
-        command.append("--experimental")
-
     submission = submission.absolute()
 
     command.append(str(submission.relative_to(submission.parent)))
@@ -56,9 +46,11 @@ def run_ktlint(
 
     if execution_results.timeout or execution_results.memory:
         return [
-            get_i18n_string("languages.kotlin.linter.timeout")
-            if execution_results.timeout
-            else get_i18n_string("languages.kotlin.linter.memory")
+            (
+                get_i18n_string("languages.kotlin.linter.timeout")
+                if execution_results.timeout
+                else get_i18n_string("languages.kotlin.linter.memory")
+            )
         ], []
 
     try:
@@ -85,20 +77,29 @@ def run_ktlint(
             message = error.get("message", None)
             if not message:
                 continue
-            rule = error.get("rule", None)
-            if rule:
-                message += f"({rule})"
+            rule = error["rule"]
+
+            # Attempt to extract rule information.
+            if ":" in rule:
+                ruleset, name = rule.split(":")
+                external_url = (
+                    f"https://pinterest.github.io/ktlint/latest/rules/{ruleset}/#{name}"
+                )
+                message += f" ({name})"
+            else:
+                external_url = (
+                    "https://pinterest.github.io/ktlint/latest/rules/standard/"
+                )
+                message += f" ({rule})"
 
             annotations.append(
                 AnnotateCode(
                     row=error.get("line", 1) - 1 + config.source_offset,
                     text=message,
-                    externalUrl="https://ktlint.github.io/#rules",
+                    externalUrl=external_url,
                     column=error.get("column", 1) - 1,
                     type=Severity.INFO,
                 )
             )
 
-    # sort linting messages on line, column and code
-    annotations.sort(key=lambda a: (a.row, a.column, a.text))
     return [], annotations
diff --git a/tested/languages/preparation.py b/tested/languages/preparation.py
index ae0b4fd4..d21f00bd 100644
--- a/tested/languages/preparation.py
+++ b/tested/languages/preparation.py
@@ -4,6 +4,7 @@
 Most input from a test suite needs to be prepared to easily generated code. This
 module handles that.
 """
+
 from pathlib import Path
 from typing import TYPE_CHECKING, Callable, Literal, cast
 
@@ -78,9 +79,9 @@ class PreparedTestcaseStatement:
     """
 
     statement: Statement | PreparedLanguageLiteral  # The original statement.
-    value_function: Callable[
-        [Expression], Statement
-    ] | None  # The function to handle the return value of the statement, if any.
+    value_function: (
+        Callable[[Expression], Statement] | None
+    )  # The function to handle the return value of the statement, if any.
 
     def input_statement(self, override: str | None = None) -> Statement:
         """
@@ -300,6 +301,7 @@ def _create_handling_function(
         evaluator_name = conventionalize_namespace(lang_config, evaluator.file.stem)
     else:
         evaluator_name = None
+        evaluator = None
 
     def generator(expression: Expression) -> Statement:
         if isinstance(output, OracleOutputChannel) and isinstance(
diff --git a/tested/languages/python/config.py b/tested/languages/python/config.py
index 91138f0a..8df55fc8 100644
--- a/tested/languages/python/config.py
+++ b/tested/languages/python/config.py
@@ -46,7 +46,7 @@ def supports_debug_information(self) -> bool:
     def file_extension(self) -> str:
         return "py"
 
-    def get_string_quote(self):
+    def get_string_quote(self) -> str:
         return "'"
 
     def naming_conventions(self) -> dict[Conventionable, NamingConventions]:
@@ -158,14 +158,14 @@ def linter(self, remaining: float) -> tuple[list[Message], list[AnnotateCode]]:
         return linter.run_pylint(self.config.dodona, remaining)
 
     # Idea and original code: dodona/judge-pythia
-    def cleanup_stacktrace(self, stacktrace_str: str) -> str:
+    def cleanup_stacktrace(self, stacktrace: str) -> str:
         context_file_regex = re.compile(r"context_[0-9]+_[0-9]+\.py")
         file_line_regex = re.compile(rf"\({submission_file(self)}, line (\d+)\)")
         file_full_regex = re.compile(rf'File "./{submission_file(self)}", line (\d+)')
-        stacktrace = stacktrace_str.splitlines(True)
+        stacktrace_split = stacktrace.splitlines(True)
 
         skip_line, lines = False, []
-        for line in stacktrace:
+        for line in stacktrace_split:
             line = line.strip("\n")
             logger.debug(line)
 
diff --git a/tested/languages/python/linter.py b/tested/languages/python/linter.py
index 10574bd9..4557a20b 100644
--- a/tested/languages/python/linter.py
+++ b/tested/languages/python/linter.py
@@ -2,6 +2,7 @@
 Support linting Python code.
 Most of this code is taken from the code from Pythia.
 """
+
 import logging
 from io import StringIO
 
diff --git a/tested/languages/python/templates/values.py b/tested/languages/python/templates/values.py
index ea38a0ac..d4f1a0e1 100644
--- a/tested/languages/python/templates/values.py
+++ b/tested/languages/python/templates/values.py
@@ -1,4 +1,5 @@
 """Minimal RPC language in JSON to send data from the tests to the judge."""
+
 import dataclasses
 import decimal
 import io
diff --git a/tested/languages/runhaskell/config.py b/tested/languages/runhaskell/config.py
index 10741ed7..b0cfebb5 100644
--- a/tested/languages/runhaskell/config.py
+++ b/tested/languages/runhaskell/config.py
@@ -17,7 +17,7 @@ def compilation(self, files: list[str]) -> CallbackResult:
     def execution(self, cwd: Path, file: str, arguments: list[str]) -> Command:
         return ["runhaskell", file, *arguments]
 
-    def filter_dependencies(self, files: list[str], context_name: str) -> list[str]:
+    def filter_dependencies(self, files: list[Path], context_name: str) -> list[Path]:
         return files
 
     def path_to_dependencies(self) -> list[Path]:
diff --git a/tested/languages/utils.py b/tested/languages/utils.py
index a034def2..c62fd116 100644
--- a/tested/languages/utils.py
+++ b/tested/languages/utils.py
@@ -145,15 +145,13 @@ def modify_line_number(match: re.Match) -> str:
 @overload
 def convert_stacktrace_to_clickable_feedback(
     lang: "Language", stacktrace: str
-) -> ExtendedMessage:
-    ...
+) -> ExtendedMessage: ...
 
 
 @overload
 def convert_stacktrace_to_clickable_feedback(
     lang: "Language", stacktrace: None
-) -> None:
-    ...
+) -> None: ...
 
 
 def convert_stacktrace_to_clickable_feedback(
diff --git a/tested/main.py b/tested/main.py
index 43041184..b4549028 100644
--- a/tested/main.py
+++ b/tested/main.py
@@ -1,6 +1,7 @@
 """
 Main file, responsible for running TESTed based on the input given by Dodona.
 """
+
 import os
 from typing import IO
 
diff --git a/tested/manual.py b/tested/manual.py
index fef7da69..eab988a1 100644
--- a/tested/manual.py
+++ b/tested/manual.py
@@ -2,6 +2,7 @@
 Run the judge manually from code. In this mode, the config is hardcoded into this
 file, allowing rapid testing (and, most importantly, debugging).
 """
+
 import logging
 import sys
 import time
diff --git a/tested/oracles/common.py b/tested/oracles/common.py
index 3e4a6068..2f54e44d 100644
--- a/tested/oracles/common.py
+++ b/tested/oracles/common.py
@@ -22,6 +22,7 @@
    def evaluate_text(configs, channel, actual):
         pass
 """
+
 import functools
 from collections.abc import Callable
 from pathlib import Path
@@ -56,7 +57,9 @@ class OracleResult:
     """
 
     result: StatusMessage  # The result of the evaluation.
-    readable_expected: str  # A human-friendly version of what the channel should have been.
+    readable_expected: (
+        str  # A human-friendly version of what the channel should have been.
+    )
     readable_actual: str  # A human-friendly version (on a best-efforts basis) of what the channel is.
     messages: list[Message] = field(factory=list)
     is_multiline_string: bool = (
diff --git a/tested/oracles/specific.py b/tested/oracles/specific.py
index d4f881b7..923215f7 100644
--- a/tested/oracles/specific.py
+++ b/tested/oracles/specific.py
@@ -1,6 +1,7 @@
 """
 Evaluate the result of a language-specific oracle.
 """
+
 import logging
 import traceback
 
diff --git a/tested/oracles/text.py b/tested/oracles/text.py
index 8d0eabf5..6724e18b 100644
--- a/tested/oracles/text.py
+++ b/tested/oracles/text.py
@@ -1,6 +1,7 @@
 """
 Evaluators for text.
 """
+
 import math
 from typing import Any
 
diff --git a/tested/oracles/value.py b/tested/oracles/value.py
index c0be00c6..a9412bcd 100644
--- a/tested/oracles/value.py
+++ b/tested/oracles/value.py
@@ -1,6 +1,7 @@
 """
 Value oracle.
 """
+
 import logging
 from typing import cast
 
diff --git a/tested/parsing.py b/tested/parsing.py
index 8bffaad4..3b7f3d64 100644
--- a/tested/parsing.py
+++ b/tested/parsing.py
@@ -4,6 +4,7 @@
 Since we need to set up quite a few converters, we re-use
 a single converter for all, both the serialization and suite.
 """
+
 import logging
 from collections.abc import Callable
 from decimal import Decimal
@@ -94,7 +95,7 @@ def parse_json_value(value: str) -> "Value":
     initialise_converter()
     from tested.serialisation import Value
 
-    return _suite_converter.loads(value, Value)
+    return _suite_converter.loads(value, Value)  # pyright: ignore
 
 
 def parse_json_suite(value: str) -> "Suite":
@@ -112,7 +113,9 @@ def suite_to_json(suite: "Suite") -> str:
 
 def fallback_field(converter_arg: Converter, old_to_new_field: dict[str, str]):
     def decorator(cls):
-        struct = make_dict_structure_fn(cls, converter_arg)
+        struct = make_dict_structure_fn(
+            cls, converter_arg, _cattrs_forbid_extra_keys=False
+        )
 
         def structure(d, cl):
             for k, v in old_to_new_field.items():
@@ -133,7 +136,9 @@ def custom_fallback_field(
     old_to_new_field: dict[str, tuple[str, Callable[[Any], Any]]],
 ):
     def decorator(cls):
-        struct = make_dict_structure_fn(cls, converter_arg)
+        struct = make_dict_structure_fn(
+            cls, converter_arg, _cattrs_forbid_extra_keys=False
+        )
 
         def structure(d, cl):
             for k, (new_name, mapper) in old_to_new_field.items():
@@ -155,7 +160,9 @@ def structure(d, cl):
 
 def ignore_field(converter_arg: Converter, *fields: str):
     def decorator(cls):
-        struct = make_dict_structure_fn(cls, converter_arg)
+        struct = make_dict_structure_fn(
+            cls, converter_arg, _cattrs_forbid_extra_keys=False
+        )
 
         def structure(d, cl):
             for to_ignore in fields:
diff --git a/tested/serialisation.py b/tested/serialisation.py
index 26fc0ccb..326945ca 100644
--- a/tested/serialisation.py
+++ b/tested/serialisation.py
@@ -16,6 +16,7 @@
 command line. The schema will be printed to stdout. This can be used to generate
 classes for implementations in other configs.
 """
+
 import copy
 import logging
 import math
diff --git a/tested/testsuite.py b/tested/testsuite.py
index d6489fc4..27564969 100644
--- a/tested/testsuite.py
+++ b/tested/testsuite.py
@@ -5,6 +5,7 @@
 When executing this module, a json-schema is generated for the format, which can be
 of assistance when checking existing test suites.
 """
+
 from collections import defaultdict
 from collections.abc import Iterable
 from enum import StrEnum, auto, unique
diff --git a/tests/test_functionality.py b/tests/test_functionality.py
index 361fc67f..13356c44 100644
--- a/tests/test_functionality.py
+++ b/tests/test_functionality.py
@@ -6,6 +6,7 @@
 Running the tests should happen in with the root directory (the one with src/ and
 tests/) as the working directory.
 """
+
 import shutil
 import sys
 from pathlib import Path
diff --git a/tests/test_serialisation.py b/tests/test_serialisation.py
index 8eee9b1c..cedb333c 100644
--- a/tests/test_serialisation.py
+++ b/tests/test_serialisation.py
@@ -10,6 +10,7 @@
 Testing advanced types is a work-in progress at this point, since we test in Python,
 and Python doesn't have explicit support for e.g. int32, int64.
 """
+
 import itertools
 import sys
 from decimal import Decimal
@@ -189,7 +190,7 @@ def run_encoder(bundle: Bundle, values: list[Value]) -> list[str]:
 
     files = filter_files(files, dest)
     files = bundle.language.filter_dependencies(files, name)
-    executable, _ = bundle.language.find_main_file(files, name)
+    executable = bundle.language.find_main_file(files, name)
 
     # Run the code.
     r = execute_file(bundle, executable.name, dest, None)
diff --git a/tests/test_slow.py b/tests/test_slow.py
index a310fefa..1587a375 100644
--- a/tests/test_slow.py
+++ b/tests/test_slow.py
@@ -1,6 +1,7 @@
 """
 Tests where full exercises are run. These are inherently slower.
 """
+
 from pathlib import Path
 
 import pytest