diff --git a/src/main/kotlin/com/geistindersh/aoc/helper/caching/Memoize.kt b/src/main/kotlin/com/geistindersh/aoc/helper/caching/Memoize.kt
new file mode 100644
index 0000000..b9f5d8a
--- /dev/null
+++ b/src/main/kotlin/com/geistindersh/aoc/helper/caching/Memoize.kt
@@ -0,0 +1,103 @@
+package com.geistindersh.aoc.helper.caching
+
+/**
+ * Generate a function that will keep track of the input and output of the function
+ * and cache the results.
+ * Repeated calls with the same arguments will return the same result, and [fn] should
+ * be free of side effects.
+ *
+ * @param fn A function to memoize
+ * @return A function that takes the same arguments as the memoized function
+ */
+@Suppress("unused")
+fun <A, Z> memoize(fn: (A) -> Z): (A) -> Z {
+    val memory = mutableMapOf<A, Z>()
+    return { memory.getOrPut(it) { fn(it) } }
+}
+
+/**
+ * Generate a function that will keep track of the input and output of the function
+ * and cache the results.
+ * Repeated calls with the same arguments will return the same result, and [fn] should
+ * be free of side effects.
+ *
+ * @param fn A function to memoize
+ * @param defaultValues Values to pre-populate the input-output cache with
+ * @return A function that takes the same arguments as the memoized function
+ */
+@Suppress("unused")
+fun <A, Z> memoize(
+    fn: (A) -> Z,
+    defaultValues: Map<A, Z>,
+): (A) -> Z {
+    val memory = defaultValues.toMutableMap()
+    return { memory.getOrPut(it) { fn(it) } }
+}
+
+/**
+ * Generate a function that will keep track of the input and output of the function
+ * and cache the results.
+ * Repeated calls with the same arguments will return the same result, and [fn] should
+ * be free of side effects.
+ *
+ * @param fn A function to memoize
+ * @return A function that takes the same arguments as the memoized function
+ */
+@Suppress("unused")
+fun <A, B, Z> memoize(fn: (A, B) -> Z): (A, B) -> Z {
+    val memory = mutableMapOf<Pair<A, B>, Z>()
+    return { a, b -> memory.getOrPut(a to b) { fn(a, b) } }
+}
+
+/**
+ * Generate a function that will keep track of the input and output of the function
+ * and cache the results.
+ * Repeated calls with the same arguments will return the same result, and [fn] should
+ * be free of side effects.
+ *
+ * @param fn A function to memoize
+ * @param defaultValues Values to pre-populate the input-output cache with
+ * @return A function that takes the same arguments as the memoized function
+ */
+@Suppress("unused")
+fun <A, B, Z> memoize(
+    fn: (A, B) -> Z,
+    defaultValues: Map<Pair<A, B>, Z>,
+): (A, B) -> Z {
+    val memory = defaultValues.toMutableMap()
+    return { a, b -> memory.getOrPut(a to b) { fn(a, b) } }
+}
+
+/**
+ * Generate a function that will keep track of the input and output of the function
+ * and cache the results.
+ * Repeated calls with the same arguments will return the same result, and [fn] should
+ * be free of side effects.
+ *
+ * @param fn A function to memoize
+ * @return A function that takes the same arguments as the memoized function
+ */
+@Suppress("unused")
+fun <A, B, C, Z> memoize(fn: (A, B, C) -> Z): (A, B, C) -> Z {
+    val memory = mutableMapOf<Triple<A, B, C>, Z>()
+    return { a, b, c -> memory.getOrPut(Triple(a, b, c)) { fn(a, b, c) } }
+}
+
+/**
+ * Generate a function that will keep track of the input and output of the function
+ * and cache the results.
+ * Repeated calls with the same arguments will return the same result, and [fn] should
+ * be free of side effects.
+ * @param fn A function to memoize
+ * @param defaultValues Values to pre-populate the input-output cache with
+ *
+ * @return A function that takes the same arguments as the memoized function
+ */
+@Suppress("unused")
+fun <A, B, C, Z> memoize(
+    fn: (A, B, C) -> Z,
+    defaultValues: Map<Triple<A, B, C>, Z>,
+): (A, B, C) -> Z {
+    val memory = defaultValues.toMutableMap()
+    return { a, b, c -> memory.getOrPut(Triple(a, b, c)) { fn(a, b, c) } }
+}
diff --git a/src/main/kotlin/com/geistindersh/aoc/year2024/Day11.kt b/src/main/kotlin/com/geistindersh/aoc/year2024/Day11.kt
index ea653ab..85061bc 100644
--- a/src/main/kotlin/com/geistindersh/aoc/year2024/Day11.kt
+++ b/src/main/kotlin/com/geistindersh/aoc/year2024/Day11.kt
@@ -1,6 +1,7 @@
 package com.geistindersh.aoc.year2024
 
 import com.geistindersh.aoc.helper.binary.digitCount
+import com.geistindersh.aoc.helper.caching.memoize
 import com.geistindersh.aoc.helper.files.DataFile
 import com.geistindersh.aoc.helper.files.fileToString
 import com.geistindersh.aoc.helper.report
@@ -10,22 +11,22 @@ class Day11(
     dataFile: DataFile,
 ) {
     private val stones = fileToString(2024, 11, dataFile).split(" ").associate { it.toLong() to 1L }
-    private val memory = mutableMapOf(0L to listOf(1L))
+    private val memoizedCore = memoize(::core, mapOf(0L to listOf(1L)))
+
+    private fun core(value: Long): List<Long> {
+        val digits = value.digitCount()
+        return if (digits % 2 == 0) {
+            val div = 10.0.pow(digits / 2.0).toLong()
+            listOf(value.floorDiv(div), value % div)
+        } else {
+            listOf(value * 2024)
+        }
+    }
 
     private fun Map<Long, Long>.update() =
         this
-            .flatMap { (k, v) ->
-                memory
-                    .computeIfAbsent(k) {
-                        val digits = k.digitCount()
-                        if (digits % 2 == 0) {
-                            val div = 10.0.pow(digits / 2.0).toLong()
-                            listOf(k.floorDiv(div), k % div)
-                        } else {
-                            listOf(k * 2024)
-                        }
-                    }.map { it to v }
-            }.groupingBy { it.first }
+            .flatMap { (k, v) -> memoizedCore(k).map { it to v } }
+            .groupingBy { it.first }
             .fold(0L) { acc, element -> acc + element.second }
 
     private fun Map<Long, Long>.blink(times: Int) =