diff --git a/progress.png b/progress.png
index a03f169..905a526 100644
Binary files a/progress.png and b/progress.png differ
diff --git a/progress.yaml b/progress.yaml
index 0ef3bad..b0e2791 100644
--- a/progress.yaml
+++ b/progress.yaml
@@ -41,4 +41,6 @@
 21:
   stars: 0
 22:
+  stars: 1
+23:
   stars: 1
\ No newline at end of file
diff --git a/res/examples/day23.txt b/res/examples/day23.txt
new file mode 100644
index 0000000..d8576a8
--- /dev/null
+++ b/res/examples/day23.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
\ No newline at end of file
diff --git a/src/day23/puzzle1.typ b/src/day23/puzzle1.typ
new file mode 100644
index 0000000..ac48d21
--- /dev/null
+++ b/src/day23/puzzle1.typ
@@ -0,0 +1,50 @@
+#import "/src/utils.typ": *
+
+#let solve(input) = {
+  let links = input.split("\n")
+
+  let links-dict = (:)
+
+  let to-test = ()
+  for link in links {
+    let (a, b) = link.split("-")
+    if a not in links-dict {
+      links-dict.insert(a, ())
+    }
+    if b not in links-dict {
+      links-dict.insert(b, ())
+    }
+    links-dict.at(a).push(b)
+    links-dict.at(b).push(a)
+    if a.starts-with("t") {
+      to-test.push(a)
+    }
+    if b.starts-with("t") {
+      to-test.push(b)
+    }
+  }
+
+  let total = 0
+  let groups = ()
+  for comp1 in to-test.dedup() {
+    for comp2 in links-dict.at(comp1) {
+      for comp3 in links-dict.at(comp2) {
+        if comp1 in links-dict.at(comp3) {
+          let group = (comp1, comp2, comp3).sorted()
+          if group not in groups {
+            total += 1
+            groups.push(group)
+          }
+        }
+      }
+    }
+  }
+
+  return total
+}
+
+#show-puzzle(
+  23, 1,
+  solve,
+  example: 7
+)
\ No newline at end of file
diff --git a/src/day23/puzzle2.typ b/src/day23/puzzle2.typ
new file mode 100644
index 0000000..e69de29
diff --git a/src/main.pdf b/src/main.pdf
index b943987..67cb60b 100644
Binary files a/src/main.pdf and b/src/main.pdf differ