diff --git a/lib/vector.ex b/lib/vector.ex
new file mode 100644
index 0000000..e45ea29
--- /dev/null
+++ b/lib/vector.ex
@@ -0,0 +1,104 @@
+defmodule Vector do
+  @moduledoc """
+  Describes a two dimensional vector that connects the origin to a point (x, y)
+  """
+
+  defstruct x: 0, y: 0
+
+  @doc """
+  Hello world.
+
+  ## Examples
+
+      iex> Vector.hello
+      :world
+
+  """
+  def hello do
+    :world
+  end
+
+  @doc """
+  Adds two vectors.
+
+  ## Examples
+
+      iex> Vector.add(%Vector{x: 1, y: 1}, %Vector{x: 3, y: 4})
+      %Vector{x: 4, y: 5}
+
+  """
+  def add(%{x: x1, y: y1}, %{x: x2, y: y2}) do
+    %Vector{x: x1 + x2, y: y1 + y2}
+  end
+
+  @doc """
+  Negates a vector.
+
+  ## Examples
+
+      iex> Vector.neg(%Vector{x: 1, y: 1})
+      %Vector{x: -1, y: -1}
+
+  """
+  def neg(%{x: x, y: y}) do
+    %Vector{x: -x, y: -y}
+  end
+
+  @doc """
+  Subtracts two vectors.
+
+  ## Examples
+
+      iex> Vector.sub(%Vector{x: 1, y: 1}, %Vector{x: 3, y: 4})
+      %Vector{x: -2, y: -3}
+
+  """
+  def sub(v1, v2) do
+    add(v1, neg(v2))
+  end
+
+  @doc """
+  Scales a vector.
+
+  ## Examples
+
+      iex> Vector.scale(1.5, %Vector{x: 2, y: 3})
+      %Vector{x: 3.0, y: 4.5}
+
+  """
+  def scale(ratio, %{x: x, y: y}) do
+    %Vector{x: ratio * x, y: ratio * y}
+  end
+
+  @doc """
+  Computes the length of a vector.
+
+  ## Examples
+
+      iex> Vector.length(%Vector{x: 3, y: 4})
+      5.0
+
+  """
+  def length(%{x: x, y: y}) do
+    :math.sqrt(x * x + y * y)
+  end
+
+  @doc """
+  Converts a Vector to a string using a certain separator.
+
+  ## Examples
+
+      iex> Vector.to_string_with(%Vector{x: 3, y: 4}, ",")
+      "3,4"
+
+  """
+  def to_string_with(%{x: x, y: y}, separator) do
+    "#{x}#{separator}#{y}"
+  end
+
+  defimpl String.Chars, for: Vector do
+    def to_string(vector) do
+      Vector.to_string_with(vector, ",")
+    end
+  end
+end
diff --git a/mix.exs b/mix.exs
index 2acd1ab..8505d6e 100644
--- a/mix.exs
+++ b/mix.exs
@@ -5,7 +5,7 @@ defmodule ScenicEscher.MixProject do
     [
       app: :scenic_escher,
       version: "0.1.0",
-      elixir: "~> 1.7",
+      elixir: "~> 1.8",
       build_embedded: true,
       start_permanent: Mix.env() == :prod,
       deps: deps()
diff --git a/test/test_helper.exs b/test/test_helper.exs
new file mode 100644
index 0000000..869559e
--- /dev/null
+++ b/test/test_helper.exs
@@ -0,0 +1 @@
+ExUnit.start()
diff --git a/test/vector_test.exs b/test/vector_test.exs
new file mode 100644
index 0000000..d3e46dc
--- /dev/null
+++ b/test/vector_test.exs
@@ -0,0 +1,4 @@
+defmodule VectorTest do
+  use ExUnit.Case
+  doctest Vector
+end