diff --git a/README.md b/README.md
index 74d2d2166..31dc78d63 100644
--- a/README.md
+++ b/README.md
@@ -104,13 +104,6 @@ For detailed installation instructions, see the
 [pip]: https://pypi.org/project/spacy/
 [conda]: https://anaconda.org/conda-forge/spacy
 
-> ⚠️ **Important note for Python 3.8:** We can't yet ship pre-compiled binary
-> wheels for spaCy that work on Python 3.8, as we're still waiting for our CI
-> providers and other tooling to support it. This means that in order to run
-> spaCy on Python 3.8, you'll need [a compiler installed](#source) and compile
-> the library and its Cython dependencies locally. If this is causing problems
-> for you, the easiest solution is to **use Python 3.7** in the meantime.
-
 ### pip
 
 Using pip, spaCy releases are available as source packages and binary wheels (as
diff --git a/azure-pipelines.yml b/azure-pipelines.yml
index 0930d7524..699384bd8 100644
--- a/azure-pipelines.yml
+++ b/azure-pipelines.yml
@@ -71,6 +71,15 @@ jobs:
       Python37Mac:
         imageName: 'macos-10.13'
         python.version: '3.7'
+      Python38Linux:
+        imageName: 'ubuntu-16.04'
+        python.version: '3.8'
+      Python38Windows:
+        imageName: 'vs2017-win2016'
+        python.version: '3.8'
+      Python38Mac:
+        imageName: 'macos-10.13'
+        python.version: '3.8'
     maxParallel: 4
   pool:
     vmImage: $(imageName)
diff --git a/website/docs/usage/index.md b/website/docs/usage/index.md
index 2b0045bc3..441297813 100644
--- a/website/docs/usage/index.md
+++ b/website/docs/usage/index.md
@@ -20,17 +20,6 @@ available over [pip](https://pypi.python.org/pypi/spacy) and
 > possible, the new docs also include notes on features that have changed in
 > v2.0, and features that were introduced in the new version.
 
-<Infobox variant="warning" title="Important note for Python 3.8">
-
-We can't yet ship pre-compiled binary wheels for spaCy that work on Python 3.8,
-as we're still waiting for our CI providers and other tooling to support it.
-This means that in order to run spaCy on Python 3.8, you'll need
-[a compiler installed](#source) and compile the library and its Cython
-dependencies locally. If this is causing problems for you, the easiest solution
-is to **use Python 3.7** in the meantime.
-
-</Infobox>
-
 ## Quickstart {hidden="true"}
 
 import QuickstartInstall from 'widgets/quickstart-install.js'