diff --git a/CHANGELOG.rst b/CHANGELOG.rst
index f5c203e0..a0ec4cb1 100644
--- a/CHANGELOG.rst
+++ b/CHANGELOG.rst
@@ -5,6 +5,34 @@ Versions follow `Semantic Versioning <https://semver.org/>`_ (``<major>.<minor>.
 
 .. towncrier release notes start
 
+v3.1.0 (2024-05-20)
+-------------------
+
+Features
+^^^^^^^^
+
+- Objects can render to their own page (#226)
+- Render PEP-695 type aliases as TypeAlias assignments. (#414)
+
+
+Bugfixes
+^^^^^^^^
+
+- Values are always rendered for TypeAlises and PEP-695 type aliases. (#224)
+- Fix submodule with `__init__.pyi` documented as `__init__` instead of submodule name (#398)
+- Fix IndexError when a module docstring contains only a heading (#412)
+- Preserve strings inside Literal type annotations (#423)
+- Stopped using xrefs in page titles (#427)
+- Fix unpickable configuration value warning when using autoapi_prepare_jinja_env (#445)
+- Fix emitting ignore event twice for methods.
+
+
+Misc
+^^^^
+
+- #388
+
+
 v3.0.0 (2023-09-26)
 -------------------
 
diff --git a/autoapi/__init__.py b/autoapi/__init__.py
index 796003e3..7cbd64eb 100644
--- a/autoapi/__init__.py
+++ b/autoapi/__init__.py
@@ -3,5 +3,5 @@
 from .extension import setup
 
 __all__ = ("setup",)
-__version__ = "3.0.0"
-__version_info__ = (3, 0, 0)
+__version__ = "3.1.0"
+__version_info__ = (3, 1, 0)
diff --git a/docs/changes/+59dd3b40.misc b/docs/changes/+59dd3b40.misc
deleted file mode 100644
index 02f99c44..00000000
--- a/docs/changes/+59dd3b40.misc
+++ /dev/null
@@ -1 +0,0 @@
-Made links to the documention in the README less confusing.
\ No newline at end of file
diff --git a/docs/changes/+8cd14c4f.bugfix b/docs/changes/+8cd14c4f.bugfix
deleted file mode 100644
index 10756f99..00000000
--- a/docs/changes/+8cd14c4f.bugfix
+++ /dev/null
@@ -1 +0,0 @@
-Fix emitting ignore event twice for methods.
\ No newline at end of file
diff --git a/docs/changes/+af2042c3.misc b/docs/changes/+af2042c3.misc
deleted file mode 100644
index aad730b8..00000000
--- a/docs/changes/+af2042c3.misc
+++ /dev/null
@@ -1 +0,0 @@
-Reformatted to latest stable black style.
\ No newline at end of file
diff --git a/docs/changes/+cf0a1267.misc b/docs/changes/+cf0a1267.misc
deleted file mode 100644
index a390c4c9..00000000
--- a/docs/changes/+cf0a1267.misc
+++ /dev/null
@@ -1 +0,0 @@
-Refactor mapper classes into their bases
\ No newline at end of file
diff --git a/docs/changes/224.bugfix b/docs/changes/224.bugfix
deleted file mode 100644
index 242210f6..00000000
--- a/docs/changes/224.bugfix
+++ /dev/null
@@ -1 +0,0 @@
-Values are always rendered for TypeAlises and PEP-695 type aliases.
diff --git a/docs/changes/226.feature b/docs/changes/226.feature
deleted file mode 100644
index ad593931..00000000
--- a/docs/changes/226.feature
+++ /dev/null
@@ -1 +0,0 @@
-Objects can render to their own page
\ No newline at end of file
diff --git a/docs/changes/388.misc b/docs/changes/388.misc
deleted file mode 100644
index 8774744e..00000000
--- a/docs/changes/388.misc
+++ /dev/null
@@ -1 +0,0 @@
-Implemented automatic uploading to PyPI
\ No newline at end of file
diff --git a/docs/changes/398.bugfix b/docs/changes/398.bugfix
deleted file mode 100644
index 22ee1449..00000000
--- a/docs/changes/398.bugfix
+++ /dev/null
@@ -1 +0,0 @@
-Fix submodule with `__init__.pyi` documented as `__init__` instead of submodule name
\ No newline at end of file
diff --git a/docs/changes/412.bugfix b/docs/changes/412.bugfix
deleted file mode 100644
index 462d8c53..00000000
--- a/docs/changes/412.bugfix
+++ /dev/null
@@ -1 +0,0 @@
-Fix IndexError when a module docstring contains only a heading
\ No newline at end of file
diff --git a/docs/changes/414.feature b/docs/changes/414.feature
deleted file mode 100644
index 6e0b06fe..00000000
--- a/docs/changes/414.feature
+++ /dev/null
@@ -1 +0,0 @@
-Render PEP-695 type aliases as TypeAlias assignments.
diff --git a/docs/changes/423.bugfix b/docs/changes/423.bugfix
deleted file mode 100644
index 0f45e837..00000000
--- a/docs/changes/423.bugfix
+++ /dev/null
@@ -1 +0,0 @@
-Preserve strings inside Literal type annotations
\ No newline at end of file
diff --git a/docs/changes/427.bugfix b/docs/changes/427.bugfix
deleted file mode 100644
index 590a706a..00000000
--- a/docs/changes/427.bugfix
+++ /dev/null
@@ -1 +0,0 @@
-Stopped using xrefs in page titles
\ No newline at end of file
diff --git a/docs/changes/445.bugfix b/docs/changes/445.bugfix
deleted file mode 100644
index 31230ea5..00000000
--- a/docs/changes/445.bugfix
+++ /dev/null
@@ -1 +0,0 @@
-Fix unpickable configuration value warning when using autoapi_prepare_jinja_env
\ No newline at end of file