diff --git a/.github/workflows/codeql-analysis.yml b/.github/workflows/codeql-analysis.yml
index f4736ee5..bbb81f6e 100644
--- a/.github/workflows/codeql-analysis.yml
+++ b/.github/workflows/codeql-analysis.yml
@@ -1,33 +1,54 @@
+# For most projects, this workflow file will not need changing; you simply need
+# to commit it to your repository.
+#
+# You may wish to alter this file to override the set of languages analyzed,
+# or to provide custom queries or build logic.
+#
+# ******** NOTE ********
+# We have attempted to detect the languages in your repository. Please check
+# the `language` matrix defined below to confirm you have the correct set of
+# supported CodeQL languages.
+#
 name: "CodeQL"
 
 on:
   push:
-    branches: [main, ]
+    branches: [ main ]
   pull_request:
     # The branches below must be a subset of the branches above
-    branches: [main]
+    branches: [ main ]
   schedule:
     - cron: '0 4 * * 4'
 
 jobs:
-  analyse:
-    name: Analyse
+  analyze:
+    name: Analyze
     runs-on: ubuntu-latest
+    permissions:
+      actions: read
+      contents: read
+      security-events: write
+
+    strategy:
+      fail-fast: false
+      matrix:
+        language: [ 'python' ]
+        # CodeQL supports [ 'cpp', 'csharp', 'go', 'java', 'javascript', 'python', 'ruby' ]
+        # Learn more about CodeQL language support at https://git.io/codeql-language-support
 
     steps:
     - name: Checkout repository
       uses: actions/checkout@v2
-      with:
-        # We must fetch at least the immediate parents so that if this is
-        # a pull request then we can checkout the head.
-        fetch-depth: 2
 
     # Initializes the CodeQL tools for scanning.
     - name: Initialize CodeQL
       uses: github/codeql-action/init@v1
-      # Override language selection by uncommenting this and choosing your languages
-      # with:
-      #   languages: go, javascript, csharp, python, cpp, java
+      with:
+        languages: ${{ matrix.language }}
+        # If you wish to specify custom queries, you can do so here or in a config file.
+        # By default, queries listed here will override any specified in a config file.
+        # Prefix the list here with "+" to use these queries and those in the config file.
+        # queries: ./path/to/local/query, your-org/your-repo/queries@main
 
     # Autobuild attempts to build any compiled languages  (C/C++, C#, or Java).
     # If this step fails, then you should remove it and run the build manually (see below)
diff --git a/.github/workflows/instance_test.yml b/.github/workflows/instance_test.yml
index 028daae5..03c21ab0 100644
--- a/.github/workflows/instance_test.yml
+++ b/.github/workflows/instance_test.yml
@@ -18,7 +18,7 @@ jobs:
 
      strategy:
        matrix:
-         python-version: [3.8, 3.9]
+         python-version: ["3.8", "3.9", "3.10"]
 
      steps:
       - uses: actions/checkout@v2
diff --git a/.github/workflows/nosetests.yml b/.github/workflows/mypy.yml
similarity index 92%
rename from .github/workflows/nosetests.yml
rename to .github/workflows/mypy.yml
index a4cbb69a..b0524897 100644
--- a/.github/workflows/nosetests.yml
+++ b/.github/workflows/mypy.yml
@@ -12,7 +12,7 @@ jobs:
     runs-on: ubuntu-latest
     strategy:
       matrix:
-        python-version: [3.8, 3.9]
+        python-version: ["3.8", "3.9", "3.10"]
 
     steps:
     - uses: actions/checkout@v2
@@ -35,7 +35,7 @@ jobs:
         git diff website/web/sri.txt
         git diff --quiet website/web/sri.txt
 
-    - name: Test with nosetests
+    - name: Run MyPy
       run: |
         poetry run mypy .