diff --git a/2019/CMakeLists.txt b/2019/CMakeLists.txt
index 1ee4f27..d92a766 100644
--- a/2019/CMakeLists.txt
+++ b/2019/CMakeLists.txt
@@ -5,7 +5,7 @@ project(aoc2019)
 find_package(GTest REQUIRED)
 
 file(GLOB DAYS_FILES src/day*.cpp)
-add_library(AoCSolutions src/implementations.cpp "${DAYS_FILES}")
+add_library(AoCSolutions src/implementations.cpp "${DAYS_FILES}" src/point.hpp src/utils.cpp src/utils.hpp)
 target_compile_features(AoCSolutions PUBLIC cxx_std_17)
 
 add_executable(runner src/runner.cpp)
diff --git a/2019/src/day03.cpp b/2019/src/day03.cpp
index dfc74de..e895b53 100644
--- a/2019/src/day03.cpp
+++ b/2019/src/day03.cpp
@@ -1,10 +1,69 @@
+#include <cassert>
+#include <charconv>
 #include <iostream>
+#include <limits>
+#include <unordered_set>
+#include <unordered_map>
+#include <utility>
+#include <vector>
 #include "days.hpp"
+#include "point.hpp"
+#include "utils.hpp"
+
+namespace {
+    typedef aoc2019::Point<int, 2> point_t;
+
+    const std::unordered_map<char, point_t> DIRECTION_MAP = {
+            {'U', {0,  -1}},
+            {'D', {0,  1}},
+            {'L', {-1, 0}},
+            {'R', {1,  0}},
+    };
+
+    std::unordered_set<point_t> get_points(std::string_view line) {
+        std::unordered_set<point_t> points{};
+        point_t pos = {};
+
+        for (auto entry = aoc2019::strtok(line); !line.empty() || !entry.empty(); entry = aoc2019::strtok(line)) {
+            const auto dir = DIRECTION_MAP.at(entry[0]);
+            std::size_t amount = 0;
+            std::from_chars(entry.data() + 1, entry.data() + entry.size(), amount);
+            assert(amount > 0 && "Must have some valid direction");
+
+            for (std::size_t i = 0; i < amount; ++i) {
+                pos += dir;
+                points.insert(pos);
+            }
+        }
+
+        return points;
+    }
+
+    std::pair<std::unordered_set<point_t>, std::unordered_set<point_t>> read_input(std::istream& input) {
+        std::string buffer;
+        std::getline(input, buffer);
+        auto a = get_points(buffer);
+        std::getline(input, buffer);
+        auto b = get_points(buffer);
+
+        return { std::move(a), std::move(b) };
+    }
+}
 
 void aoc2019::day03_part1(std::istream &input, std::ostream &output) {
-	output << "Not implemented\n";
+    auto [a, b] = read_input(input);
+
+    int best = std::numeric_limits<int>::max();
+
+    for (const auto& point : a) {
+        if (b.count(point) && point.l1() < best) {
+            best = point.l1();
+        }
+    }
+
+    output << best << std::endl;
 }
 
 void aoc2019::day03_part2(std::istream &input, std::ostream &output) {
-	output << "Not implemented\n";
+    output << "Not implemented\n";
 }
diff --git a/2019/src/point.hpp b/2019/src/point.hpp
new file mode 100644
index 0000000..f82bbad
--- /dev/null
+++ b/2019/src/point.hpp
@@ -0,0 +1,62 @@
+#pragma once
+
+#include <array>
+#include <cstdlib>
+#include "utils.hpp"
+
+namespace aoc2019 {
+    template<class T, std::size_t L>
+    class Point : public std::array<T, L> {
+    public:
+        constexpr Point& operator +=(Point other) {
+            for (std::size_t i = 0; i < L; ++i) {
+                (*this)[i] += other[i];
+            }
+            return *this;
+        }
+
+        constexpr Point operator+(Point other) const {
+            auto result = *this;
+            result += other;
+
+            return result;
+        }
+
+        constexpr Point& operator -=(Point other) {
+            for (std::size_t i = 0; i < L; ++i) {
+                (*this)[i] -= other[i];
+            }
+
+            return *this;
+        }
+
+        constexpr Point operator-(Point other) const {
+            auto result = *this;
+            result -= other;
+
+            return result;
+        }
+
+        constexpr T l1() const {
+            T result = 0;
+            for (auto e : *this) {
+                result += std::abs(e);
+            }
+
+            return result;
+        }
+    };
+}
+
+namespace std {
+    // Make point usable with unordered collections.
+    template<class T, std::size_t L> struct hash<aoc2019::Point<T, L>> {
+        size_t operator()(const aoc2019::Point<T, L> &o) const {
+            size_t seed = 0;
+            for (auto i : o) {
+                aoc2019::combine_hash(seed, i);
+            }
+            return seed;
+        }
+    };
+}
diff --git a/2019/src/utils.cpp b/2019/src/utils.cpp
new file mode 100644
index 0000000..446e303
--- /dev/null
+++ b/2019/src/utils.cpp
@@ -0,0 +1,12 @@
+#include "utils.hpp"
+
+std::string_view aoc2019::strtok(std::string_view &str, char token) {
+    auto next_delim = str.find(token);
+    auto next = str.substr(0, next_delim);
+    if (next_delim == std::string_view::npos) {
+        str = {};
+    } else {
+        str = str.substr(next_delim + 1);
+    }
+    return next;
+}
diff --git a/2019/src/utils.hpp b/2019/src/utils.hpp
new file mode 100644
index 0000000..8bea634
--- /dev/null
+++ b/2019/src/utils.hpp
@@ -0,0 +1,16 @@
+#pragma once
+
+#include <functional>
+#include <string_view>
+
+namespace aoc2019 {
+
+    template<typename T>
+    void combine_hash(std::size_t& seed, const T& o) {
+        // Algorithm taken from boost::combine_hash.
+        std::hash<T> hash{};
+        seed ^= hash(o) + 0x9e3779b9 + (seed << 6) + (seed >> 2);
+    }
+
+    std::string_view strtok(std::string_view &str, char token = ',');
+}
diff --git a/2019/tests/samples/03-1-1.in b/2019/tests/samples/03-1-1.in
new file mode 100644
index 0000000..620a05e
--- /dev/null
+++ b/2019/tests/samples/03-1-1.in
@@ -0,0 +1,2 @@
+R75,D30,R83,U83,L12,D49,R71,U7,L72
+U62,R66,U55,R34,D71,R55,D58,R83
diff --git a/2019/tests/samples/03-1-1.out b/2019/tests/samples/03-1-1.out
new file mode 100644
index 0000000..3f7d191
--- /dev/null
+++ b/2019/tests/samples/03-1-1.out
@@ -0,0 +1 @@
+159
diff --git a/2019/tests/samples/03-1-2.in b/2019/tests/samples/03-1-2.in
new file mode 100644
index 0000000..4f3a2a4
--- /dev/null
+++ b/2019/tests/samples/03-1-2.in
@@ -0,0 +1,2 @@
+R98,U47,R26,D63,R33,U87,L62,D20,R33,U53,R51
+U98,R91,D20,R16,D67,R40,U7,R15,U6,R7
diff --git a/2019/tests/samples/03-1-2.out b/2019/tests/samples/03-1-2.out
new file mode 100644
index 0000000..c8b255f
--- /dev/null
+++ b/2019/tests/samples/03-1-2.out
@@ -0,0 +1 @@
+135