diff --git a/2024-python/output/day_24.py b/2024-python/output/day_24.py
index 3474478..a4b7d97 100644
--- a/2024-python/output/day_24.py
+++ b/2024-python/output/day_24.py
@@ -1,7 +1,12 @@
+import graphviz
+import re
+
+
 def solve(data):
     values, wires = data.split("\n\n")
     values = dict([tuple(c.strip().split(": ")) for c in values.splitlines()])
-    Q = [w.split() for w in wires.splitlines()]
+    wires = [w.split() for w in wires.splitlines()]
+    Q = [*wires]
     while Q:
         a, o, b, _, c = Q.pop(0)
         if a not in values or b not in values:
@@ -25,10 +30,38 @@ def solve(data):
         ),
         2,
     )
-    p2 = None
+    # render_graph(wires)
+    wrong_xors_inputs = r"[^y|x]\S{2}+ XOR [^x|y]\S{2}+ -> ([^z]\S{2})"
+    wrong_z_outputs = r"\s(?:OR|AND) .+ -> (z\d{2})"
+    found_manually = ["jqf", "skh"]
+    p2 = ",".join(
+        sorted(
+            [seq for seq in re.findall(wrong_z_outputs, data) if not seq.endswith("45")]
+            + list(re.findall(wrong_xors_inputs, data))
+            + found_manually
+        )
+    )
     return p1, p2
 
 
+def render_graph(wires):
+    dot = graphviz.Digraph(comment="The Round Table")
+
+    for a, o, b, _, c in wires:
+        ol = f"{a}{b}{o}{c}"
+        dot.node(a)
+        dot.node(b)
+        dot.node(c)
+
+        dot.node(ol, label=o, shape="diamond")
+
+        dot.edge(a, ol)
+        dot.edge(b, ol)
+        dot.edge(ol, c)
+
+    dot.render("2024.24.p2.gv").replace("\\", "/")
+
+
 if __name__ == "__main__":
     with open("./input/24.txt", "r") as f:
         inp = f.read().strip()
@@ -37,6 +70,3 @@ if __name__ == "__main__":
 
     print(p1)
     print(p2)
-
-    assert p1 == 36035961805936
-    # assert p2 == 0