diff --git a/devtools/conda-envs/beta_rc_env.yaml b/devtools/conda-envs/beta_rc_env.yaml
index 3389d92c9..6f84afe91 100644
--- a/devtools/conda-envs/beta_rc_env.yaml
+++ b/devtools/conda-envs/beta_rc_env.yaml
@@ -16,6 +16,8 @@ dependencies:
   - networkx
   - ambertools
   - rdkit
+  # https://github.com/openforcefield/openff-toolkit/issues/1215#issuecomment-1078446482
+  - cairo=1.16.0=*_1010
   - xmltodict
     # Test-only/optional/dev
   - mdtraj
@@ -32,7 +34,7 @@ dependencies:
   - bson
   - msgpack-python
   - qcelemental
-  - qcportal
+  - qcportal >=0.15
   - qcengine
   - openff-interchange
   # Typing
diff --git a/devtools/conda-envs/openeye.yaml b/devtools/conda-envs/openeye.yaml
index be1636319..dd8cb5109 100644
--- a/devtools/conda-envs/openeye.yaml
+++ b/devtools/conda-envs/openeye.yaml
@@ -17,7 +17,7 @@ dependencies:
   - coverage
   - numpy
   - networkx
-  - parmed  # ??? what ???
+  - parmed
   - openeye-toolkits
   - packaging
     # Removed until a new release which targets openff-toolkit is made.
@@ -29,13 +29,14 @@ dependencies:
   - openff-utilities
   - smirnoff99Frosst
   - cachetools
+  - cached-property
   - pyyaml
   - toml
   - bson
   - msgpack-python
   - xmltodict
   - qcelemental
-  - qcportal
+  - qcportal >=0.15
   - qcengine
   - mdtraj
   - pip:
diff --git a/devtools/conda-envs/rdkit.yaml b/devtools/conda-envs/rdkit.yaml
index ea11f53a4..081d528c9 100644
--- a/devtools/conda-envs/rdkit.yaml
+++ b/devtools/conda-envs/rdkit.yaml
@@ -18,6 +18,8 @@ dependencies:
   - networkx
   - ambertools
   - rdkit
+  # https://github.com/openforcefield/openff-toolkit/issues/1215#issuecomment-1078446482
+  - cairo=1.16.0=*_1010
   - packaging
     # Removed until a new release which targets openff-toolkit is made.
 #  - openmmforcefields
@@ -28,13 +30,14 @@ dependencies:
   - openff-utilities
   - smirnoff99Frosst
   - cachetools
+  - cached-property
   - pyyaml
   - toml
   - bson
   - msgpack-python
   - xmltodict
   - qcelemental
-  - qcportal
+  - qcportal >=0.15
   - qcengine
   - mdtraj
   - pip:
diff --git a/devtools/conda-envs/test_env.yaml b/devtools/conda-envs/test_env.yaml
index 78892edeb..c803094e6 100644
--- a/devtools/conda-envs/test_env.yaml
+++ b/devtools/conda-envs/test_env.yaml
@@ -17,6 +17,8 @@ dependencies:
   - networkx
   - ambertools
   - rdkit
+  # https://github.com/openforcefield/openff-toolkit/issues/1215#issuecomment-1078446482
+  - cairo=1.16.0=*_1010
   - xmltodict
     # Test-only/optional/dev
   - pytest
@@ -28,6 +30,7 @@ dependencies:
   - openeye-toolkits
   - mdtraj
   - cachetools
+  - cached-property
   - black
   - isort
   - pyyaml
@@ -35,7 +38,7 @@ dependencies:
   - bson
   - msgpack-python
   - qcelemental
-  - qcportal
+  - qcportal >=0.15
   - qcengine
   - mdtraj
   # Typing