diff --git a/src/example.zig b/src/example.zig
index 82be810..519c337 100644
--- a/src/example.zig
+++ b/src/example.zig
@@ -1,3 +1,5 @@
+/// This is a fully self contained example.
+/// It set a simple f16 Vector and do a add operation on it
 const std = @import("std");
 const GpuDevice = @import("GpuDevice.zig");
 const GpuArena = @import("GpuArena.zig");
@@ -8,17 +10,20 @@ const GpuProcess = @import("GpuProcess.zig");
 pub fn main(init: std.process.Init) !void {
     const allocator = init.gpa;
 
+    // Open GPU Device
     const device = try GpuDevice.init(.{});
     defer device.deinit();
 
+    // Create a GPU Arena to hold GPU memory
     var grena = GpuArena.init(allocator, device);
     defer grena.deinit();
-
     const gloc = grena.gpuAllocator();
 
+    // Create a GPU process that load the pipeline/shader
     const add = try GpuProcess.init(device, @embedFile("shaders/add.wgsl"));
     defer add.deinit();
 
+    // Allocate CPU memory
     const data_a = try allocator.alloc(f16, 16);
     defer allocator.free(data_a);
     const data_b = try allocator.alloc(f16, 16);
@@ -29,16 +34,18 @@ pub fn main(init: std.process.Init) !void {
         data_b[i] = @floatFromInt(16 - 1 - i);
     }
 
-    const a = try Vec.initLoad(gloc, data_a);
-    defer a.deinit();
-    const b = try Vec.initLoad(gloc, data_b);
-    defer b.deinit();
+    // Allocate GPU memory (Vec.deinit isn't necessary because grena will do it when deinit)
+    const a = try Vec.initZero(gloc, 16);
+    const b = try Vec.initZero(gloc, 16);
 
+    // Load CPU -> GPU
+    try a.load(data_a);
+    try b.load(data_b);
+
+    // Run GPU Pipeline
     const sum = try a.run(gloc, b, add);
-    // Don't need `sum.deinit()` because grena will deallocate everything when deinit
-
-    std.debug.print("Bytes used: {d} (3 * {d})\n", .{ grena.allocated_vram_bytes, a.byteSize() });
 
+    // Read GPU -> CPU
     const out = try sum.read(allocator);
     defer allocator.free(out);
 
@@ -50,7 +57,6 @@ const Vec = struct {
     buf: GpuBuffer,
     len: usize,
 
-    // Changed: gloc is passed by value (const)
     pub fn initZero(gloc: GpuAllocator, len: usize) !Vec {
         return .{
             .buf = try GpuBuffer.init(
@@ -62,27 +68,18 @@ const Vec = struct {
         };
     }
 
-    // Changed: gloc is passed by value
-    pub fn initLoad(gloc: GpuAllocator, data: []const f16) !Vec {
-        var self = try initZero(gloc, data.len);
-        try self.load(data); // Direct access via the interface copy
-        return self;
-    }
-
     pub fn deinit(self: Vec) void {
         self.buf.deinit();
     }
 
-    /// CPU to GPU.
     pub fn load(self: Vec, data: []const f16) !void {
         try self.buf.load(f16, data);
     }
 
-    pub fn byteSize(self: Vec) u64 {
-        return @as(u64, self.len) * @sizeOf(f16);
+    pub fn read(self: Vec, alloc: std.mem.Allocator) ![]f16 {
+        return self.buf.read(alloc, f16);
     }
 
-    // Changed: gloc is passed by value instead of *GpuAllocator
     pub fn run(self: Vec, gloc: GpuAllocator, other: Vec, process: GpuProcess) !Vec {
         std.debug.assert(self.len == other.len);
 
@@ -92,9 +89,4 @@ const Vec = struct {
         try process.run(gloc, f16, self.buf, other.buf, result.buf);
         return result;
     }
-
-    // Changed: gloc is passed by value instead of *GpuAllocator
-    pub fn read(self: Vec, alloc: std.mem.Allocator) ![]f16 {
-        return self.buf.read(alloc, f16);
-    }
 };