diff --git a/README.md b/README.md
index f8231a9..a5e3755 100644
--- a/README.md
+++ b/README.md
@@ -1,8 +1,6 @@
 # RubyLLM::Test
 
-Welcome to your new gem! In this directory, you'll find the files you need to be able to package up your Ruby library into a gem. Put your Ruby code in the file `lib/ruby_llm/test`. To experiment with that code, run `bin/console` for an interactive prompt.
-
-TODO: Delete this and the text above, and describe your gem
+This gem provides testing utilities for RubyLLM, a Ruby library for working with large language models (LLMs). It enables calls to LLM's to be stubbed so that the surrounding application logic can be tested without making actual calls to the LLM. This is particularly useful for testing code that interacts with LLMs, as it allows developers to simulate responses from the LLM without incurring the cost, latency, or randomness of real API calls.
 
 ## Installation
 
@@ -22,7 +20,57 @@ Or install it yourself as:
 
 ## Usage
 
-TODO: Write usage instructions here
+Add the following lines to your `spec/spec_helper.rb` or `test/test_helper.rb`:
+
+```ruby
+require 'ruby_llm/test'
+
+RubyLLM::Models.singleton_class.prepend(RubyLLM::Test::ResolveWithTestProvider)
+```
+
+Then, in your tests, you can use the `stub_response` method to stub responses from the LLM. For example:
+
+```ruby
+it 'returns a stubbed response' do
+  RubyLLM::Test.stub_response('Hello, world!')
+
+  response = MyLLMClient.call('Hello?')
+  expect(response).to eq('Hello, world!')
+end
+```
+
+If you make multiple calls to the LLM, you can call `stub_response` more than once or use method `stub_responses` to stub multiple responses at once. For example:
+
+```ruby
+it 'returns multiple stubbed responses' do
+  RubyLLM::Test.stub_responses(['Hello, world!', 'How are you?'])
+  response1 = MyLLMClient.call('Hello?')
+  response2 = MyLLMClient.call('How are you?')
+
+  expect(response1).to eq('Hello, world!')
+  expect(response2).to eq('How are you?')
+end
+```
+
+### Resetting Stubs
+
+Make sure to reset stubs after each test to avoid interference before or between tests.
+
+```ruby
+RubyLLM::Test.reset
+```
+
+### Stubbing with a Block
+
+You can also stub responses in a block, which handles the setup and teardown of stubs automatically. For example:
+
+```ruby
+
+RubyLLM::Test.stub_response('Hello, world!') do
+  response = MyLLMClient.call('Hello?')
+  expect(response).to eq('Hello, world!')
+end
+```
 
 ## Development
 
@@ -32,7 +80,7 @@ To install this gem onto your local machine, run `bundle exec rake install`. To
 
 ## Contributing
 
-Bug reports and pull requests are welcome on GitHub at https://github.com/[USERNAME]/ruby_llm-test.
+Bug reports and pull requests are welcome on GitHub at https://github.com/RockSolt/ruby_llm-test.
 
 ## License
 
diff --git a/bin/setup b/bin/setup
index dce67d8..cf4ad25 100755
--- a/bin/setup
+++ b/bin/setup
@@ -4,5 +4,3 @@ IFS=$'\n\t'
 set -vx
 
 bundle install
-
-# Do any other automated setup that you need to do here