diff --git a/cpython-unix/build-cpython.sh b/cpython-unix/build-cpython.sh
index 2296f2bf..72f6f8d4 100755
--- a/cpython-unix/build-cpython.sh
+++ b/cpython-unix/build-cpython.sh
@@ -90,12 +90,6 @@ else
     patch -p1 -i ${ROOT}/patch-xopen-source-ios-legacy.patch
 fi
 
-# See https://github.com/python/cpython/pull/135146
-# TODO(zanieb): Drop in 3.14b3
-if [ -n "${PYTHON_MEETS_MINIMUM_VERSION_3_14}" ]; then
-    patch -p1 -i ${ROOT}/patch-static-remote-debug-3.14.patch
-fi
-
 # LIBTOOL_CRUFT is unused and breaks cross-compiling on macOS. Nuke it.
 # Submitted upstream at https://github.com/python/cpython/pull/101048.
 if [ -n "${PYTHON_MEETS_MAXIMUM_VERSION_3_11}" ]; then
@@ -485,7 +479,9 @@ if [ -n "${CPYTHON_OPTIMIZED}" ]; then
         fi
 
         # Respect CFLAGS during JIT compilation.
-        # Backports https://github.com/python/cpython/pull/134276
+        #
+        # Backports https://github.com/python/cpython/pull/134276 which we're trying to get released
+        # in 3.14, but is currently only in 3.15+.
         if [ -n "${PYTHON_MEETS_MINIMUM_VERSION_3_14}" ]; then
             patch -p1 -i ${ROOT}/patch-jit-cflags-314.patch
         elif [ -n "${PYTHON_MEETS_MINIMUM_VERSION_3_13}" ]; then
diff --git a/cpython-unix/patch-static-remote-debug-3.14.patch b/cpython-unix/patch-static-remote-debug-3.14.patch
deleted file mode 100644
index 1c359c3d..00000000
--- a/cpython-unix/patch-static-remote-debug-3.14.patch
+++ /dev/null
@@ -1,22 +0,0 @@
-diff --git a/Python/remote_debug.h b/Python/remote_debug.h
-index 6cbf1c8deaa..ab494ea71da 100644
---- a/Python/remote_debug.h
-+++ b/Python/remote_debug.h
-@@ -131,7 +131,7 @@ _Py_RemoteDebug_FreePageCache(proc_handle_t *handle)
-     }
- }
- 
--void
-+static void
- _Py_RemoteDebug_ClearCache(proc_handle_t *handle)
- {
-     for (int i = 0; i < MAX_PAGES; i++) {
-@@ -989,7 +989,7 @@ _Py_RemoteDebug_ReadRemoteMemory(proc_handle_t *handle, uintptr_t remote_address
- #endif
- }
- 
--int
-+static int
- _Py_RemoteDebug_PagedReadRemoteMemory(proc_handle_t *handle,
-                                       uintptr_t addr,
-                                       size_t size,
diff --git a/pythonbuild/downloads.py b/pythonbuild/downloads.py
index f59afd82..3e7adc82 100644
--- a/pythonbuild/downloads.py
+++ b/pythonbuild/downloads.py
@@ -82,10 +82,10 @@
         "python_tag": "cp313",
     },
     "cpython-3.14": {
-        "url": "https://www.python.org/ftp/python/3.14.0/Python-3.14.0b2.tar.xz",
-        "size": 23579860,
-        "sha256": "7ac9e84844bbc0a5a8f1f79a37a68b3b8caf2a58b4aa5999c49227cb36e70ea6",
-        "version": "3.14.0b2",
+        "url": "https://www.python.org/ftp/python/3.14.0/Python-3.14.0b3.tar.xz",
+        "size": 23626928,
+        "sha256": "c6f48bf51f01f50d87007a445dd7afe4a4c7a87ab482570be924c1ddfd0d3682",
+        "version": "3.14.0b3",
         "licenses": ["Python-2.0", "CNRI-Python"],
         "license_file": "LICENSE.cpython.txt",
         "python_tag": "cp314",