diff --git a/Objects/object_layout.md b/Objects/object_layout.md
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+# Object layout
+
+## Common header
+
+Each Python object starts with two fields:
+
+* ob_refcnt
+* ob_type
+
+which the form the header common to all Python objects, for all versions,
+and hold the reference count and class of the object, respectively.
+
+## Pre-header
+
+Since the introduction of the cycle GC, there has also been a pre-header.
+Before 3.11, this pre-header was two words in size.
+It should be considered opaque to all code except the cycle GC.
+
+## 3.11 pre-header
+
+In 3.11 the pre-header was extended to include pointers to the VM managed ``__dict__``.
+The reason for moving the ``__dict__`` to the pre-header is that it allows
+faster access, as it is at a fixed offset, and it also allows object's
+dictionaries to be lazily created when the ``__dict__`` attribute is
+specifically asked for.
+
+In the 3.11 the non-GC part of the pre-header consists of two pointers:
+
+* dict
+* values
+
+The values pointer refers to the ``PyDictValues`` array which holds the
+values of the objects's attributes.
+Should the dictionary be needed, then ``values`` is set to ``NULL``
+and the ``dict`` field points to the dictionary.
+
+## 3.12 pre-header
+
+In 3.12 the the pointer to the list of weak references is added to the
+pre-header. In order to make space for it, the ``dict`` and ``values``
+pointers are combined into a single tagged pointer:
+
+* weakreflist
+* dict_or_values
+
+If the object has no physical dictionary, then the ``dict_or_values``
+has its low bit set to one, and points to the values array.
+If the object has a physical dictioanry, then the ``dict_or_values``
+has its low bit set to zero, and points to the dictionary.
+
+The untagged form is chosen for the dictionary pointer, rather than
+the values pointer, to enable the (legacy) C-API function
+`_PyObject_GetDictPtr(PyObject *obj)` to work.
+
+
+## Layout of a "normal" Python object in 3.12:
+
+* weakreflist
+* dict_or_values
+* GC 1
+* GC 2
+* ob_refcnt
+* ob_type
+
+For a "normal" Python object, that is one that doesn't inherit from a builtin
+class or have slots, the header and pre-header form the entire object.
+
+
+
+There are several advantages to this layout:
+
+* It allows lazy `__dict__`s, as described above.
+* The regular layout allows us to create tailored traversal and deallocation
+ functions based on layout, rather than inheritance.
+* Multiple inheritance works properly,
+ as the weakrefs and dict are always at the same offset.
+
+The full layout object, with an opaque part defined by a C extension,
+and `__slots__` looks like this:
+
+
+
diff --git a/Objects/object_layout_312.gv b/Objects/object_layout_312.gv
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+digraph ideal {
+
+ rankdir = "LR"
+
+
+ object [
+ shape = none
+ label = <
+ | object |
+ | weakrefs |
+ | dict or values |
+ | GC info 0 |
+ | GC info 1 |
+ | refcount |
+ | __class__ |
+
>
+ ]
+
+ values [
+ shape = none
+ label = <
+ | values |
+ | values[0] |
+ | values[1] |
+ | ... |
+
>
+
+ ]
+
+ class [
+ shape = none
+ label = <
+ | class |
+ | ... |
+ | dict_offset |
+ | ... |
+ | cached_keys |
+
>
+ ]
+
+ keys [label = "dictionary keys"; fillcolor="lightgreen"; style="filled"]
+ NULL [ label = " NULL"; shape="plain"]
+ object:w -> NULL
+ object:h -> class:head
+ object:dv -> values:0
+ class:k -> keys
+
+ oop [ label = "pointer"; shape="plain"]
+ oop -> object:r
+}
diff --git a/Objects/object_layout_312.png b/Objects/object_layout_312.png
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diff --git a/Objects/object_layout_full_312.gv b/Objects/object_layout_full_312.gv
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+digraph ideal {
+
+ rankdir = "LR"
+
+
+ object [
+ shape = none
+ label = <
+ | object |
+ | weakrefs |
+ | dict or values |
+ | GC info 0 |
+ | GC info 1 |
+ | refcount |
+ | __class__ |
+ | opaque (extension) data |
+ | ... |
+ | __slot__ 0 |
+ | ... |
+
>
+ ]
+
+ oop [ label = "pointer"; shape="plain"]
+ oop -> object:r
+}
diff --git a/Objects/object_layout_full_312.png b/Objects/object_layout_full_312.png
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