diff --git a/website/docs/usage/v3-5.md b/website/docs/usage/v3-5.md
new file mode 100644
index 000000000..28c07cd7e
--- /dev/null
+++ b/website/docs/usage/v3-5.md
@@ -0,0 +1,81 @@
+---
+title: What's New in v3.5
+teaser: New features and how to upgrade
+menu:
+  - ['New Features', 'features']
+  - ['Upgrading Notes', 'upgrading']
+---
+
+## New features {#features hidden="true"}
+
+spaCy v3.5 introduces two new CLI commands, `find-threshold`
+and `apply`, provides improvements and extensions to our entity linking
+functionality, XXX
+
+### New CLI commands {#cli}
+
+TODO `find-threshold`
+
+TODO `apply`
+
+### Entity Linking generalization {#el}
+
+XXX
+
+### Trained pipelines {#models}
+
+XXX
+
+### Pipeline updates {#pipelines}
+
+XXX
+
+## Notes about upgrading from v3.4 {#upgrading}
+
+### XXX
+
+XXX
+
+
+### Pipeline package version compatibility {#version-compat}
+
+> #### Using legacy implementations
+>
+> In spaCy v3, you'll still be able to load and reference legacy implementations
+> via [`spacy-legacy`](https://github.com/explosion/spacy-legacy), even if the
+> components or architectures change and newer versions are available in the
+> core library.
+
+When you're loading a pipeline package trained with an earlier version of spaCy
+v3, you will see a warning telling you that the pipeline may be incompatible.
+This doesn't necessarily have to be true, but we recommend running your
+pipelines against your test suite or evaluation data to make sure there are no
+unexpected results.
+
+If you're using one of the [trained pipelines](/models) we provide, you should
+run [`spacy download`](/api/cli#download) to update to the latest version. To
+see an overview of all installed packages and their compatibility, you can run
+[`spacy validate`](/api/cli#validate).
+
+If you've trained your own custom pipeline and you've confirmed that it's still
+working as expected, you can update the spaCy version requirements in the
+[`meta.json`](/api/data-formats#meta):
+
+```diff
+- "spacy_version": ">=3.3.0,<3.5.0",
++ "spacy_version": ">=3.3.0,<3.6.0",
+```
+
+### Updating v3.4 configs
+
+To update a config from spaCy v3.4 with the new v3.5 settings, run
+[`init fill-config`](/api/cli#init-fill-config):
+
+```cli
+$ python -m spacy init fill-config config-v3.4.cfg config-v3.5.cfg
+```
+
+In many cases ([`spacy train`](/api/cli#train),
+[`spacy.load`](/api/top-level#spacy.load)), the new defaults will be filled in
+automatically, but you'll need to fill in the new settings to run
+[`debug config`](/api/cli#debug) and [`debug data`](/api/cli#debug-data).
diff --git a/website/meta/sidebars.json b/website/meta/sidebars.json
index 339e4085b..1e786fa71 100644
--- a/website/meta/sidebars.json
+++ b/website/meta/sidebars.json
@@ -13,7 +13,8 @@
                     { "text": "New in v3.1", "url": "/usage/v3-1" },
                     { "text": "New in v3.2", "url": "/usage/v3-2" },
                     { "text": "New in v3.3", "url": "/usage/v3-3" },
-                    { "text": "New in v3.4", "url": "/usage/v3-4" }
+                    { "text": "New in v3.4", "url": "/usage/v3-4" },
+                    { "text": "New in v3.5", "url": "/usage/v3-5" }
                 ]
             },
             {
diff --git a/website/src/templates/index.js b/website/src/templates/index.js
index a0ba4503e..bb753caba 100644
--- a/website/src/templates/index.js
+++ b/website/src/templates/index.js
@@ -120,8 +120,8 @@ const AlertSpace = ({ nightly, legacy }) => {
 }
 
 const navAlert = (
-    <Link to="/usage/v3-4" hidden>
-        <strong>💥 Out now:</strong> spaCy v3.4
+    <Link to="/usage/v3-5" hidden>
+        <strong>💥 Out now:</strong> spaCy v3.5
     </Link>
 )