diff --git a/2024/pyproject.toml b/2024/pyproject.toml
index f3333f8..cb3a695 100644
--- a/2024/pyproject.toml
+++ b/2024/pyproject.toml
@@ -6,6 +6,7 @@ readme = "README.md"
 requires-python = ">=3.12"
 dependencies = [
     "click>=8.1.7",
+    "networkx>=3.4.2",
     "numpy>=2.1.2",
 ]
 
diff --git a/2024/src/aoc/days/day23.py b/2024/src/aoc/days/day23.py
new file mode 100644
index 0000000..86e07ec
--- /dev/null
+++ b/2024/src/aoc/days/day23.py
@@ -0,0 +1,42 @@
+from collections import defaultdict
+
+import networkx
+
+from . import SeparateRunner
+
+
+class DayRunner(SeparateRunner):
+    @classmethod
+    def part1(cls, input: str) -> int:
+        edges = defaultdict(set)
+
+        for line in input.strip().split("\n"):
+            a, b = line.split("-")
+            edges[a].add(b)
+            edges[b].add(a)
+
+        found = set()
+
+        for a, out in edges.items():
+            if a[0] != "t":
+                continue
+
+            for b in out:
+                for c in edges[b]:
+                    if c in out:
+                        found.add(tuple(sorted([a, b, c])))
+
+        return len(found)
+
+    @classmethod
+    def part2(cls, input: str) -> str:
+        graph = networkx.Graph()
+
+        for line in input.strip().split("\n"):
+            a, b = line.split("-")
+            graph.add_edge(a, b)
+
+        cliques = networkx.find_cliques(graph)
+        max_clique = max(cliques, key=len)
+
+        return ",".join(sorted(max_clique))
diff --git a/2024/tests/samples/23.txt b/2024/tests/samples/23.txt
new file mode 100644
index 0000000..3d49766
--- /dev/null
+++ b/2024/tests/samples/23.txt
@@ -0,0 +1,32 @@
+kh-tc
+qp-kh
+de-cg
+ka-co
+yn-aq
+qp-ub
+cg-tb
+vc-aq
+tb-ka
+wh-tc
+yn-cg
+kh-ub
+ta-co
+de-co
+tc-td
+tb-wq
+wh-td
+ta-ka
+td-qp
+aq-cg
+wq-ub
+ub-vc
+de-ta
+wq-aq
+wq-vc
+wh-yn
+ka-de
+kh-ta
+co-tc
+wh-qp
+tb-vc
+td-yn
diff --git a/2024/tests/test_day23.py b/2024/tests/test_day23.py
new file mode 100644
index 0000000..3e4bbda
--- /dev/null
+++ b/2024/tests/test_day23.py
@@ -0,0 +1,11 @@
+from aoc.days.day23 import DayRunner
+
+from . import get_data
+
+
+def test_sample_part1() -> None:
+    assert DayRunner.part1(get_data(23)) == 7
+
+
+def test_sample_part2() -> None:
+    assert DayRunner.part2(get_data(23)) == "co,de,ka,ta"
diff --git a/2024/uv.lock b/2024/uv.lock
index 3c62d22..df3b080 100644
--- a/2024/uv.lock
+++ b/2024/uv.lock
@@ -7,6 +7,7 @@ version = "0.1.0"
 source = { editable = "." }
 dependencies = [
     { name = "click" },
+    { name = "networkx" },
     { name = "numpy" },
 ]
 
@@ -20,6 +21,7 @@ dev = [
 [package.metadata]
 requires-dist = [
     { name = "click", specifier = ">=8.1.7" },
+    { name = "networkx", specifier = ">=3.4.2" },
     { name = "numpy", specifier = ">=2.1.2" },
 ]
 
@@ -35,7 +37,7 @@ name = "click"
 version = "8.1.7"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "colorama", marker = "platform_system == 'Windows'" },
+    { name = "colorama", marker = "sys_platform == 'win32'" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/96/d3/f04c7bfcf5c1862a2a5b845c6b2b360488cf47af55dfa79c98f6a6bf98b5/click-8.1.7.tar.gz", hash = "sha256:ca9853ad459e787e2192211578cc907e7594e294c7ccc834310722b41b9ca6de", size = 336121 }
 wheels = [
@@ -92,6 +94,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/2a/e2/5d3f6ada4297caebe1a2add3b126fe800c96f56dbe5d1988a2cbe0b267aa/mypy_extensions-1.0.0-py3-none-any.whl", hash = "sha256:4392f6c0eb8a5668a69e23d168ffa70f0be9ccfd32b5cc2d26a34ae5b844552d", size = 4695 },
 ]
 
+[[package]]
+name = "networkx"
+version = "3.4.2"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/fd/1d/06475e1cd5264c0b870ea2cc6fdb3e37177c1e565c43f56ff17a10e3937f/networkx-3.4.2.tar.gz", hash = "sha256:307c3669428c5362aab27c8a1260aa8f47c4e91d3891f48be0141738d8d053e1", size = 2151368 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/b9/54/dd730b32ea14ea797530a4479b2ed46a6fb250f682a9cfb997e968bf0261/networkx-3.4.2-py3-none-any.whl", hash = "sha256:df5d4365b724cf81b8c6a7312509d0c22386097011ad1abe274afd5e9d3bbc5f", size = 1723263 },
+]
+
 [[package]]
 name = "numpy"
 version = "2.1.2"