diff --git a/.circleci/config.yml b/.circleci/config.yml
new file mode 100644
index 00000000..1d55aadf
--- /dev/null
+++ b/.circleci/config.yml
@@ -0,0 +1,35 @@
+version: 2
+jobs:
+  dendrite:
+    docker:
+      - image: matrixdotorg/sytest-dendrite
+    working_directory: /src
+    steps:
+      - checkout
+
+      # Set up dendrite
+      - run: 
+          name: Build Dendrite
+          command: ./build.sh
+      - run: 
+          name: Copy dummy keys to root
+          command: |
+            mv .circleci/matrix_key.pem .
+            mv .circleci/server.key .
+      - run:
+          name: Run sytest with whitelisted tests
+          command: /dendrite_sytest.sh
+
+      - store_artifacts:
+          path: /logs
+          destination: logs
+      - store_test_results:
+          path: /logs
+workflows:
+  version: 2
+  build:
+    jobs:
+      - dendrite:
+          filters:
+            branches:
+              only: master
diff --git a/.circleci/matrix_key.pem b/.circleci/matrix_key.pem
new file mode 100644
index 00000000..6691c74a
--- /dev/null
+++ b/.circleci/matrix_key.pem
@@ -0,0 +1,5 @@
+-----BEGIN MATRIX PRIVATE KEY-----
+Key-ID: ed25519:zXtB
+
+jDyHsx0EXbAfvM32yBEKQfIy1FHrmwtB1uMAbm5INBg=
+-----END MATRIX PRIVATE KEY-----
diff --git a/.circleci/server.key b/.circleci/server.key
new file mode 100644
index 00000000..a5c48507
--- /dev/null
+++ b/.circleci/server.key
@@ -0,0 +1,52 @@
+-----BEGIN PRIVATE KEY-----
+MIIJQwIBADANBgkqhkiG9w0BAQEFAASCCS0wggkpAgEAAoICAQCanRCqP11MLIQh
+nC26+A1oyBsFfH7auZ3pqE/WFDrCCIoc7ek7cF3fZU7q8OYI+Q9L5V8fobuLb6FB
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+zqc6C35qO98rhJdsRwhOF28mOc/4bbs0XjC5dEoBGyFt7Fbn2mYoCo4FSHl7WIq6
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+Gypri2vat/yWTbnt0QgPRtliYYG+6q8K/xoNnPAUQkLd9PxZQevaUXUY2yk3QxGK
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+kN8MHHXk5aNcxE+akLWYJimHCVGueScdUIC5OEtDHS8guQx48PUPCOPNeyn8XNzw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+-----END PRIVATE KEY-----
diff --git a/.github/PULL_REQUEST_TEMPLATE.md b/.github/PULL_REQUEST_TEMPLATE.md
index a53931f4..f4724c31 100644
--- a/.github/PULL_REQUEST_TEMPLATE.md
+++ b/.github/PULL_REQUEST_TEMPLATE.md
@@ -2,5 +2,5 @@
 
 <!-- Please read CONTRIBUTING.md before submitting your pull request -->
 
-* [ ] I have made sure any new dependencies have been checked into the `vendor/` directory
+* [ ] I have added any new tests that need to pass to `testfile` as specified in [docs/sytest.md](https://github.com/matrix-org/dendrite/blob/master/docs/sytest.md)
 * [ ] Pull request includes a [sign off](https://github.com/matrix-org/dendrite/blob/master/CONTRIBUTING.md#sign-off)
diff --git a/docs/sytest.md b/docs/sytest.md
new file mode 100644
index 00000000..a0f7d85c
--- /dev/null
+++ b/docs/sytest.md
@@ -0,0 +1,8 @@
+# SyTest
+
+Dendrite uses [SyTest](https://github.com/matrix-org/sytest) for its
+integration testing. When creating a new PR, add the test IDs that your PR
+should allow to pass to `testfile` in dendrite's root directory. Not all PRs
+need to make new tests pass. If we find your PR should be making a test pass we
+may ask you to add to that file, as generally Dendrite's progress can be
+tracked through the amount of SyTest tests it passes.
diff --git a/testfile b/testfile
new file mode 100644
index 00000000..d90a9458
--- /dev/null
+++ b/testfile
@@ -0,0 +1,4 @@
+GET /register yields a set of flows
+POST /register can create a user
+POST /register downcases capitals in usernames
+