diff --git a/.github/workflows/ci.yaml b/.github/workflows/ci.yaml
index 95e43c62..83cb17f5 100644
--- a/.github/workflows/ci.yaml
+++ b/.github/workflows/ci.yaml
@@ -39,18 +39,11 @@ jobs:
       - uses: actions/checkout@v3.0.2
 
       - name: Setup Conda Environment
-        uses: conda-incubator/setup-miniconda@v2.1.1
+        uses: mamba-org/provision-with-micromamba@main
         with:
-
-          python-version: ${{ matrix.python-version }}
           environment-file: devtools/conda-envs/test_env.yaml
-
-          activate-environment: test
-
-          auto-update-conda: true
-          auto-activate-base: false
-
-          show-channel-urls: true
+          extra-specs: |
+            python=${{ matrix.python-version }}
 
       - name: Install OpenEye
         if: matrix.openeye
@@ -58,7 +51,7 @@ jobs:
         run: |
           echo "${SECRET_OE_LICENSE}" > ${OE_LICENSE}
 
-          conda install -c openeye openeye-toolkits
+          micromamba install -c openeye openeye-toolkits
           python -c "from openeye import oechem; assert oechem.OEChemIsLicensed()"
         env:
           SECRET_OE_LICENSE: ${{ secrets.OE_LICENSE }}
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index a4fa2d37..c96e8e6e 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -2,7 +2,7 @@ ci:
   autoupdate_schedule: "monthly"
 repos:
 - repo: https://github.com/psf/black
-  rev: 22.3.0
+  rev: 22.8.0
   hooks:
   - id: black
     files: (^openff|^integration-tests)
@@ -12,7 +12,7 @@ repos:
   - id: isort
     files: (^openff|^integration-tests)
 - repo: https://github.com/PyCQA/flake8
-  rev: 4.0.1
+  rev: 5.0.4
   hooks:
   - id: flake8
     files: (^openff|^integration-tests)
diff --git a/devtools/conda-envs/docs_env.yaml b/devtools/conda-envs/docs_env.yaml
index e2741f09..cc033188 100644
--- a/devtools/conda-envs/docs_env.yaml
+++ b/devtools/conda-envs/docs_env.yaml
@@ -1,7 +1,5 @@
 name: evaluator
 channels:
-    - conda-forge/label/openff-toolkit_rc
-    - conda-forge/label/openff-interchange_rc
     - conda-forge
 dependencies:
     # Base depends
@@ -10,25 +8,18 @@ dependencies:
     - pip
 
     # Standard dependencies
-    - openff-toolkit >=0.11.0rc3
-    - smirnoff99frosst
-    - numpy
-    - pandas
-    - openmm >=7.6
-    - networkx
+    - openff-toolkit >=0.11.0
     - packmol
     - pymbar >=3.0.5,<4.0.0
     - mdtraj >=1.9.3
     - dask >=2.7.0
     - distributed >=2.7.0
-    - dask-jobqueue >=0.7.0
+    - dask-jobqueue >=0.7.0,<=0.8.0
     - uncertainties
     - openmmtools
     - yank >=0.25.2
     - pyyaml
     - requests
-    - rdkit
-    - cmiles
     - python-dateutil
     - pydantic <2.0.0a0
     - paprika
diff --git a/devtools/conda-envs/test_env.yaml b/devtools/conda-envs/test_env.yaml
index 02a1a499..5c01e0e1 100644
--- a/devtools/conda-envs/test_env.yaml
+++ b/devtools/conda-envs/test_env.yaml
@@ -1,7 +1,6 @@
 name: evaluator-test-env
 channels:
-  - conda-forge/label/openff-toolkit_rc
-  - conda-forge/label/openff-interchange_rc
+  - jaimergp/label/unsupported-cudatoolkit-shim
   - conda-forge
 dependencies:
     # Base depends
@@ -17,25 +16,16 @@ dependencies:
   - coverage >=4.4
 
     # Standard dependencies
-  - openff-toolkit >=0.11.0rc3
-  - smirnoff99frosst
-  - numpy
-  - pandas
-  - openmm >=7.6
-  - networkx
-  - packmol
+  - openff-toolkit >=0.11.0
   - pymbar >=4.0.0
-  - mdtraj >=1.9.3
   - dask >=2.7.0
   - distributed >=2.7.0
-  - dask-jobqueue >=0.7.0
+  - dask-jobqueue >=0.8.0
   - uncertainties
   - openmmtools
   - yank >=0.25.2
   - pyyaml
   - requests
-  - rdkit
-  - cmiles
   - python-dateutil
   - pydantic <2.0.0a0
   - paprika
diff --git a/openff/evaluator/backends/dask.py b/openff/evaluator/backends/dask.py
index 6776c857..62cd679b 100644
--- a/openff/evaluator/backends/dask.py
+++ b/openff/evaluator/backends/dask.py
@@ -335,7 +335,7 @@ def _get_env_extra(self):
             The extra commands to run.
         """
         env_extra = dask.config.get(
-            f"jobqueue.{self._cluster_type}.env-extra", default=[]
+            f"jobqueue.{self._cluster_type}.job-script-prologue", default=[]
         )
 
         if self._setup_script_commands is not None:
@@ -353,7 +353,7 @@ def _get_job_extra(self):
             The extra header options to add.
         """
         job_extra = dask.config.get(
-            f"jobqueue.{self._cluster_type}.job-extra", default=[]
+            f"jobqueue.{self._cluster_type}.job-extra-directives", default=[]
         )
 
         if self._extra_script_options is not None: