diff --git a/tests/fluxion/layers/test_chain.py b/tests/fluxion/layers/test_chain.py
index 402564c..5e87812 100644
--- a/tests/fluxion/layers/test_chain.py
+++ b/tests/fluxion/layers/test_chain.py
@@ -21,6 +21,13 @@ def test_chain_find() -> None:
     assert chain.find(fl.Conv2d) is None
 
 
+def test_chain_getitem_accessor() -> None:
+    chain = fl.Chain(fl.Linear(1, 1), fl.Linear(1, 1))
+    assert chain["Linear_2"] == chain.Linear_2
+    with pytest.raises(KeyError):
+        chain["Linear_3"]
+
+
 def test_chain_find_parent():
     chain = fl.Chain(fl.Chain(fl.Linear(1, 1)))
 
@@ -48,6 +55,30 @@ def test_chain_slice() -> None:
     assert chain[:-1](x).shape == (1, 1)
 
 
+def test_chain_walk() -> None:
+    chain = fl.Chain(
+        fl.Sum(
+            fl.Chain(fl.Linear(1, 1)),
+            fl.Linear(1, 1),
+        ),
+        fl.Chain(),
+    )
+
+    assert list(chain.walk()) == [(chain.Sum, chain), (chain.Chain, chain)]
+    assert list(chain.walk(fl.Linear)) == [
+        (chain.Sum.Chain.Linear, chain.Sum.Chain),
+        (chain.Sum.Linear, chain.Sum),
+    ]
+
+    assert list(chain.walk(recurse=True)) == [
+        (chain.Sum, chain),
+        (chain.Sum.Chain, chain.Sum),
+        (chain.Sum.Chain.Linear, chain.Sum.Chain),
+        (chain.Sum.Linear, chain.Sum),
+        (chain.Chain, chain),
+    ]
+
+
 def test_chain_walk_stop_iteration() -> None:
     chain = fl.Chain(
         fl.Sum(