diff --git a/README.md b/README.md
index d84a319..da4a6ce 100644
--- a/README.md
+++ b/README.md
@@ -5,16 +5,62 @@
 
 Crowbar is an all-purpose fuzzer built to help make bad data cases from sample input. It can be both used as a library, and also built into an application.
 
+## Overview
+Crowbar uses selectors, mutators, and generators, to make input that potentially will make an application misbehave. In this system, selectors target and sample data, passes the data into a mutator to change it in some way, which uses generators to provide the underlying data to manipulate.
+
 ## Installation
 
-shards install and whatever, or build from binary
+```
+shards install 
+```
 
 ## Usage
 
 ### Library
 
-- Code examples
+Sample usage
+
+```crystal
+require "./crowbar"
+
+# Make a new crowbar, send it the sample input
+cr = Crowbar.new("{ \"json\" : \"A String\", \"x\" : 0x123AA }") do |cr|
+  # Searches the text and splits it by regex
+  Crowbar::Selector::Regex.new(cr, Crowbar::Constants::Regex::IN_QUOTES) do |s|
+    # Replaces matched data from the selector
+    Crowbar::Mutator::Replacer.new(s) do |m|
+      # Possible generators to use for replacement data
+      Crowbar::Generator::Decimals.new(m)
+      Crowbar::Generator::Decimals.new(m, quoted: true)
+      Crowbar::Generator::Decimals.new(m, float: true)
+      Crowbar::Generator::Decimals.new(m, quoted: true, float: true)
+      Crowbar::Generator::Decimals.new(m, quoted: true, float: true)
+      Crowbar::Generator::BytesGen.new(m, quoted: true)
+      Crowbar::Generator::BytesGen.new(m)
+    end
+  end
+end
+
+10.times do |x|
+  pp cr.next
+end
+```
+Sample output
+```
+[Running] crystal "/home/ian/Documents/crystal/crowbar/src/sandbox.cr"
+"{ 4.0 : \"A String\", \"\xFA\xCF\" : 0x123AA }"
+"{ \"0.5\" : \"A String\", \"x\" : 0x123AA }"
+"{ \"json\" : \"A String\", \"x\" : 0x123AA }"
+"{ \"json\" : \"L\xB07\u001F1\a\", \"x\" : 0x123AA }"
+"{ \"json\" : \"A String\", \"x\" : 0x123AA }"
+"{ \"json\" : \"A String\", \"\x918\xD3|\xE3\" : 0x123AA }"
+"{ \"json\" : \"A String\", \"x\" : 0x123AA }"
+"{ \"json\" : 2228.0, \"x\" : 0x123AA }"
+"{ \"3653\" : \"g\x8A\xE0\u000F\", \"x\" : 0x123AA }"
+"{ \xC9\xF58\xF9 : \"6.53\", \"x\" : 0x123AA }"
 
+[Done] exited with code=0 in 0.818 seconds
+```
 ### Application
 
 - CLI examples
diff --git a/src/crowbar.cr b/src/crowbar.cr
index 1fa50c5..16337fe 100644
--- a/src/crowbar.cr
+++ b/src/crowbar.cr
@@ -40,7 +40,7 @@ class Crowbar
     noise.shuffle(@iteration, selectors)[0..noise.int(@iteration, 0, @selectors.size)].each do |selector|
       noise.shuffle(@iteration, selector.mutators)[0..noise.int(@iteration, 0, selector.mutators.size)].each do |mutator|
         mutants = selector.matches.map_with_index do |match, index|
-          if match.matched? && noise.bool(@iteration, index, 1, 5)
+          if match.matched? && noise.bool(@iteration, index, 1, 4)
             string = mutator.mutate(match)
             match.string = string
           end
diff --git a/src/generators/bytes.cr b/src/generators/bytes.cr
index e69de29..e3f0d14 100644
--- a/src/generators/bytes.cr
+++ b/src/generators/bytes.cr
@@ -0,0 +1,18 @@
+class Crowbar::Generator::BytesGen < Crowbar::Generator
+  property? quoted = false
+
+  def initialize(mutator, length_limit = (2..6), @quoted = false)
+    super mutator, length_limit
+  end
+  
+  def make : String
+    length = self.crowbar.noise.int(self.crowbar.iteration, self.length_limit.begin, self.length_limit.end)
+    output = ""
+    length.times do |x|
+      byte = self.crowbar.noise.int(self.crowbar.iteration + x, self.iteration, 0, 256)
+      output += String.new(Bytes[byte.to_u8])
+    end
+    @iteration += 1
+    quoted? ? "\"" + output + "\"" : output
+  end
+end
\ No newline at end of file
diff --git a/src/generators/decimals.cr b/src/generators/decimals.cr
index 6213369..ec2f34c 100644
--- a/src/generators/decimals.cr
+++ b/src/generators/decimals.cr
@@ -1,7 +1,7 @@
 class Crowbar::Generator::Decimals < Crowbar::Generator
   property? quoted = false
   property? float = false
-  def initialize(mutator, length_limit = (0..10))
+  def initialize(mutator, length_limit = (2..6), @quoted = false, @float = false)
     super mutator, length_limit
   end
   
@@ -18,6 +18,10 @@ class Crowbar::Generator::Decimals < Crowbar::Generator
       end
     end
     @iteration += 1
-    quoted? ? "\"" + output.to_i.to_s + "\"" : output.to_i.to_s
+    if float?
+      quoted? ? "\"" + output.to_f.to_s + "\"" : output.to_f.to_s
+    else
+      quoted? ? "\"" + output.to_i.to_s + "\"" : output.to_i.to_s
+    end
   end
 end
\ No newline at end of file
diff --git a/src/sandbox.cr b/src/sandbox.cr
index 8b10771..9b96f68 100644
--- a/src/sandbox.cr
+++ b/src/sandbox.cr
@@ -4,16 +4,16 @@ cr = Crowbar.new("{ \"json\" : \"A String\", \"x\" : 0x123AA }") do |cr|
   Crowbar::Selector::Regex.new(cr, Crowbar::Constants::Regex::IN_QUOTES) do |s|
     Crowbar::Mutator::Replacer.new(s) do |m|
       Crowbar::Generator::Decimals.new(m)
-    end
-  end
-
-  Crowbar::Selector::Regex.new(cr, Crowbar::Constants::Regex::EACH_CHAR) do |s|
-    Crowbar::Mutator::Replacer.new(s) do |m|
-      Crowbar::Generator::Decimals.new(m)
+      Crowbar::Generator::Decimals.new(m, quoted: true)
+      Crowbar::Generator::Decimals.new(m, float: true)
+      Crowbar::Generator::Decimals.new(m, quoted: true, float: true)
+      Crowbar::Generator::Decimals.new(m, quoted: true, float: true)
+      Crowbar::Generator::BytesGen.new(m, quoted: true)
+      Crowbar::Generator::BytesGen.new(m)
     end
   end
 end
 
-20.times do |x|
-  puts cr.next
+10.times do |x|
+  pp cr.next
 end