diff --git a/.env b/.env
new file mode 100644
index 00000000..7eadf1d4
--- /dev/null
+++ b/.env
@@ -0,0 +1,5 @@
+RAILS_ENV=development
+POSTGRES_HOST=db
+POSTGRES_DB=topnews_development
+POSTGRES_USER=topnews
+POSTGRES_PASSWORD=topnews
\ No newline at end of file
diff --git a/.env.sample b/.env.sample
new file mode 100644
index 00000000..6b3514b4
--- /dev/null
+++ b/.env.sample
@@ -0,0 +1,5 @@
+RAILS_ENV=development
+POSTGRES_HOST=db
+POSTGRES_DB=topnews_development
+POSTGRES_USER=topnews
+POSTGRES_PASSWORD=topnews
diff --git a/.gitignore b/.gitignore
index 82701fed..2a8ee364 100644
--- a/.gitignore
+++ b/.gitignore
@@ -17,3 +17,8 @@
 /yarn-error.log
 
 .byebug_history
+
+# Ignore JetBrains IDE config
+/.idea
+# Ignore postgres docker data
+postgres_data
\ No newline at end of file
diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 00000000..06d6c0df
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,16 @@
+# Use a specific version of Ruby as the base image
+FROM ruby:3.1.2 AS base
+
+# Install dependencies for building Ruby gems and Node.js/Yarn
+RUN apt-get update && apt-get install -y --no-install-recommends build-essential libssl-dev libffi-dev nodejs yarn && rm -rf /var/lib/apt/lists/*
+
+# Set the working directory and create necessary directories
+WORKDIR /topnews
+RUN mkdir -p /topnews
+# copy files to the images
+COPY . /topnews
+# Install Ruby gems
+RUN gem install rails bundler && bundle install
+
+RUN chmod +x /topnews/bin/docker-entrypoint.sh
+ENTRYPOINT ["/topnews/bin/docker-entrypoint.sh"]
\ No newline at end of file
diff --git a/Gemfile b/Gemfile
index 5a8ffc43..e7cfdb69 100644
--- a/Gemfile
+++ b/Gemfile
@@ -20,3 +20,5 @@ gem 'turbolinks'
 gem 'tzinfo-data', platforms: [:mingw, :mswin, :x64_mingw, :jruby]
 gem 'uglifier'
 gem 'web-console', group: :development
+gem 'vcr', group: :test
+gem 'webmock', group: :test
diff --git a/Gemfile.lock b/Gemfile.lock
index 14ec6457..ec4bc0e1 100644
--- a/Gemfile.lock
+++ b/Gemfile.lock
@@ -69,6 +69,7 @@ GEM
     addressable (2.8.1)
       public_suffix (>= 2.0.2, < 6.0)
     bcrypt (3.1.18)
+    bigdecimal (3.1.8)
     bindex (0.8.1)
     builder (3.2.4)
     byebug (11.1.3)
@@ -91,6 +92,9 @@ GEM
       execjs
     coffee-script-source (1.12.2)
     concurrent-ruby (1.1.10)
+    crack (1.0.0)
+      bigdecimal
+      rexml
     crass (1.0.6)
     devise (4.8.1)
       bcrypt (~> 3.0)
@@ -105,6 +109,7 @@ GEM
     ffi (1.15.5)
     globalid (1.0.0)
       activesupport (>= 5.0)
+    hashdiff (1.1.1)
     i18n (1.12.0)
       concurrent-ruby (~> 1.0)
     jbuilder (2.11.5)
@@ -243,6 +248,7 @@ GEM
       concurrent-ruby (~> 1.0)
     uglifier (4.2.0)
       execjs (>= 0.3.0, < 3)
+    vcr (6.2.0)
     warden (1.2.9)
       rack (>= 2.0.9)
     web-console (4.2.0)
@@ -250,6 +256,10 @@ GEM
       activemodel (>= 6.0.0)
       bindex (>= 0.4.0)
       railties (>= 6.0.0)
+    webmock (3.23.1)
+      addressable (>= 2.8.0)
+      crack (>= 0.3.2)
+      hashdiff (>= 0.4.0, < 2.0.0)
     websocket (1.2.9)
     websocket-driver (0.7.5)
       websocket-extensions (>= 0.1.0)
@@ -279,7 +289,9 @@ DEPENDENCIES
   turbolinks
   tzinfo-data
   uglifier
+  vcr
   web-console
+  webmock
 
 RUBY VERSION
    ruby 3.1.2p20
diff --git a/app/controllers/pages_controller.rb b/app/controllers/pages_controller.rb
index ce3bf586..68498a0e 100644
--- a/app/controllers/pages_controller.rb
+++ b/app/controllers/pages_controller.rb
@@ -1,2 +1,5 @@
 class PagesController < ApplicationController
+  def home
+    redirect_to stories_view_url if user_signed_in?
+  end
 end
diff --git a/app/controllers/recommendations_controller.rb b/app/controllers/recommendations_controller.rb
new file mode 100644
index 00000000..ba85dbb3
--- /dev/null
+++ b/app/controllers/recommendations_controller.rb
@@ -0,0 +1,13 @@
+class RecommendationsController < ApplicationController
+  before_action :authenticate_user!
+
+  def create
+    Recommendation.create(story_id: params[:story_id], user: current_user)
+    redirect_to(stories_view_url)
+  end
+
+  def destroy
+    Recommendation.first(story_id: params[:story_id], user: current_user).destroy
+    redirect_to(stories_view_url)
+  end
+end
diff --git a/app/controllers/stories_controller.rb b/app/controllers/stories_controller.rb
new file mode 100644
index 00000000..7b4caa74
--- /dev/null
+++ b/app/controllers/stories_controller.rb
@@ -0,0 +1,11 @@
+class StoriesController < ApplicationController
+  before_action :authenticate_user!
+
+  def view
+    @stories = StoryRanking.top_stories
+  end
+
+  def recommendations
+    @stories = Recommendation.stories
+  end
+end
diff --git a/app/jobs/hackernews_job.rb b/app/jobs/hackernews_job.rb
new file mode 100644
index 00000000..98bb6637
--- /dev/null
+++ b/app/jobs/hackernews_job.rb
@@ -0,0 +1,30 @@
+require 'HackerNewsClient'
+
+class HackernewsJob < ApplicationJob
+  queue_as :default
+  RUN_EVERY = 1.hour
+
+  # This job fetches the top stories from HackerNews and upserts them into the local database,
+  # associating each story with its rank.
+  # It uses HackerNewsClient to fetch data and Story/StoryRanking models for storage.
+  # Note: This functionality is dependent on a queue adapter backend to handle delayed job scheduling.
+
+  def perform(*args)
+    top_stories = HackerNewsClient.get_top_stories(20)
+    rank = 1
+
+    top_stories.each do |hn_story|
+      story = Story.upsert(
+        { title: hn_story['title'], url: hn_story['url'], hn_story_id: hn_story['id'] },
+        unique_by: :hn_story_id
+      )
+      # ideally the rankings could be stored and updated as a sorted set (ZSET) in redis
+      # To keep things simple, use a database table to store the rankings
+      StoryRanking.upsert({ story_id: story[0]['id'], rank: rank }, unique_by: [:story_id, :rank])
+      rank += 1
+    end
+
+    # Uncomment once a queue adapter backend is defined and configured
+    # self.class.perform_later(wait: RUN_EVERY)
+  end
+end
diff --git a/app/models/recommendation.rb b/app/models/recommendation.rb
new file mode 100644
index 00000000..1a58f62d
--- /dev/null
+++ b/app/models/recommendation.rb
@@ -0,0 +1,11 @@
+class Recommendation < ApplicationRecord
+  belongs_to :user
+  belongs_to :story
+
+  # Retrieves all unique stories from the recommendations table.
+  # This method queries the database for all recommended stories in the recommendations table
+  # @return [Array<Story>] An array of unique stories.
+  def self.stories
+    all.distinct(:story).collect(&:story)
+  end
+end
diff --git a/app/models/story.rb b/app/models/story.rb
new file mode 100644
index 00000000..58fda57e
--- /dev/null
+++ b/app/models/story.rb
@@ -0,0 +1,5 @@
+class Story < ApplicationRecord
+  has_many :recommendations
+  has_many :users, through: :recommendations
+
+end
diff --git a/app/models/story_ranking.rb b/app/models/story_ranking.rb
new file mode 100644
index 00000000..5568c6ea
--- /dev/null
+++ b/app/models/story_ranking.rb
@@ -0,0 +1,20 @@
+class StoryRanking < ApplicationRecord
+  belongs_to :story
+
+  # == Class Method: StoryRanking.top_stories
+  #
+  # Returns an array of stories ordered by their rank in descending order.
+  # This method retrieves all instances of StoryRanking, orders them by the 'rank' attribute from highest to lowest,
+  # and then collects the associated stories.
+  #
+  # === Usage
+  #   # Example usage:
+  #   top_stories = StoryRanking.top_stories
+  #   top_stories.each do |story|
+  #     puts story.title
+  #   end
+  # @return [Array<Story>] An array of stories ordered by rank.
+  def self.top_stories
+    all.order(rank: :desc).collect(&:story)
+  end
+end
diff --git a/app/models/user.rb b/app/models/user.rb
index b2091f9a..7e1373af 100644
--- a/app/models/user.rb
+++ b/app/models/user.rb
@@ -3,4 +3,8 @@ class User < ApplicationRecord
   # :confirmable, :lockable, :timeoutable and :omniauthable
   devise :database_authenticatable, :registerable,
          :recoverable, :rememberable, :trackable, :validatable
+
+  has_many :recommendations
+  has_many :stories, through: :recommendations
+
 end
diff --git a/app/views/layouts/application.html.erb b/app/views/layouts/application.html.erb
index 331a7ed0..88d6a299 100644
--- a/app/views/layouts/application.html.erb
+++ b/app/views/layouts/application.html.erb
@@ -14,6 +14,15 @@
     <p class="alert">
       <%= alert %>
     </p>
+    <div>
+      <% if user_signed_in? %>
+        <%= link_to "Logout", destroy_user_session_path, method: :delete  %>
+        |
+        <%= link_to "Recommended Stories", stories_recommendations_url %>
+        |
+        <%= link_to "Top Hacker News Stories", stories_view_url %>
+      <% end %>
+    </div>
     <%= yield %>
   </body>
 </html>
diff --git a/app/views/pages/home.html.erb b/app/views/pages/home.html.erb
index 8bfd8294..d31d4d87 100644
--- a/app/views/pages/home.html.erb
+++ b/app/views/pages/home.html.erb
@@ -1 +1,4 @@
-<h1>Welcome to Top News</h1>
+<h1>Welcome to Top Hacker News</h1>
+<%= link_to "Login", new_user_session_path %>
+or
+<%= link_to "Sign Up", new_user_registration_path %>
\ No newline at end of file
diff --git a/app/views/stories/recommendations.html.erb b/app/views/stories/recommendations.html.erb
new file mode 100644
index 00000000..83f8eae8
--- /dev/null
+++ b/app/views/stories/recommendations.html.erb
@@ -0,0 +1,8 @@
+<h1>Recommendations</h1>
+
+<% @stories.each do |story| %>
+  <div class="story"><%= link_to story.title, story.url %></div>
+  <div>Recommended by:
+    <%= story.recommendations.collect { |rec| rec.user.first_name ? rec.user.first_name : rec.user.email }.to_sentence %>
+  </div>
+<% end %>
\ No newline at end of file
diff --git a/app/views/stories/view.html.erb b/app/views/stories/view.html.erb
new file mode 100644
index 00000000..426499d9
--- /dev/null
+++ b/app/views/stories/view.html.erb
@@ -0,0 +1,18 @@
+<h1>Top Stories</h1>
+<% if @stories.length == 0 %>
+  There are no stories here, run the `HackernewsJob.perform_now` Job to populate.
+  `rails runner "HackernewsJob.perform_now"`
+<% end %>
+
+<div class="topstories">
+  <% @stories.each do |story| %>
+    <div class="story">
+      <% if story.users.include?(current_user) %>
+        <%= link_to "❤️", unrecommend_url(story_id: story.id), method: :delete %>
+      <% else %>
+        <%= link_to "🤍", recommend_url(story_id: story.id), method: :post %>
+      <% end %>
+      <%= link_to story['title'], story['url'] %>
+    </div>
+  <% end %>
+</div>
\ No newline at end of file
diff --git a/bin/docker-entrypoint.sh b/bin/docker-entrypoint.sh
new file mode 100755
index 00000000..594ae0fd
--- /dev/null
+++ b/bin/docker-entrypoint.sh
@@ -0,0 +1,13 @@
+#!/bin/bash
+
+# cleanup any dangling server process ids
+rm -f tmp/pids/server.pid
+
+# Ensure database is created, seeded and new stories are pulled when server starts
+pattern="rails server"
+
+if [[ "${*}" =~ $pattern ]]; then
+  bundle exec rake db:prepare
+fi
+
+exec "${@}"
\ No newline at end of file
diff --git a/config/database.yml b/config/database.yml
index 16fc6d17..5576af58 100644
--- a/config/database.yml
+++ b/config/database.yml
@@ -20,6 +20,9 @@ default: &default
   # For details on connection pooling, see Rails configuration guide
   # http://guides.rubyonrails.org/configuring.html#database-pooling
   pool: <%= ENV.fetch("RAILS_MAX_THREADS") { 5 } %>
+  database: <%= ENV['DATABASE_NAME'] || "topnews_development" %>
+  username: <%= ENV['DATABASE_USER'] || "topnews" %>
+  password: <%= ENV['DATABASE_PASSWORD'] || "topnews" %>
 
 development:
   <<: *default
diff --git a/config/environments/development.rb b/config/environments/development.rb
index 5187e221..0fd96d6c 100644
--- a/config/environments/development.rb
+++ b/config/environments/development.rb
@@ -51,4 +51,5 @@
   # Use an evented file watcher to asynchronously detect changes in source code,
   # routes, locales, etc. This feature depends on the listen gem.
   config.file_watcher = ActiveSupport::EventedFileUpdateChecker
+  config.active_record.legacy_connection_handling = false
 end
diff --git a/config/environments/test.rb b/config/environments/test.rb
index 8e5cbde5..1fd7a4f3 100644
--- a/config/environments/test.rb
+++ b/config/environments/test.rb
@@ -5,8 +5,7 @@
   # test suite. You never need to work with it otherwise. Remember that
   # your test database is "scratch space" for the test suite and is wiped
   # and recreated between test runs. Don't rely on the data there!
-  config.cache_classes = true
-
+  config.cache_classes = false
   # Do not eager load code on boot. This avoids loading your whole application
   # just for the purpose of running a single test. If you are using a tool that
   # preloads Rails for running tests, you may have to set it to true.
@@ -39,4 +38,5 @@
 
   # Raises error for missing translations
   # config.action_view.raise_on_missing_translations = true
+  config.active_record.legacy_connection_handling = false
 end
diff --git a/config/routes.rb b/config/routes.rb
index c12ef082..db0ed124 100644
--- a/config/routes.rb
+++ b/config/routes.rb
@@ -1,4 +1,12 @@
 Rails.application.routes.draw do
+
   devise_for :users
+
+  get 'stories/view'
+  get 'stories/recommendations'
+
+  post 'recommendations/create/:story_id', to: 'recommendations#create', as: 'recommend'
+  delete 'recommendations/destroy/:story_id', to: 'recommendations#destroy', as: 'unrecommend'
+
   root to: 'pages#home'
 end
diff --git a/db/migrate/20240813225125_create_stories.rb b/db/migrate/20240813225125_create_stories.rb
new file mode 100644
index 00000000..38152e19
--- /dev/null
+++ b/db/migrate/20240813225125_create_stories.rb
@@ -0,0 +1,14 @@
+class CreateStories < ActiveRecord::Migration[7.0]
+  def change
+    create_table :stories do |t|
+      # t.string :author
+      t.string :title
+      t.string :url
+      t.integer :hn_story_id
+
+      t.timestamps
+    end
+
+    add_index :stories, :hn_story_id, name: "hn_story_id_ix", unique: true
+  end
+end
diff --git a/db/migrate/20240814160301_create_story_rankings.rb b/db/migrate/20240814160301_create_story_rankings.rb
new file mode 100644
index 00000000..6a0ff6f3
--- /dev/null
+++ b/db/migrate/20240814160301_create_story_rankings.rb
@@ -0,0 +1,10 @@
+class CreateStoryRankings < ActiveRecord::Migration[7.0]
+  def change
+    create_table :story_rankings, id: false do |t|
+      t.integer :story_id
+      t.integer :rank
+    end
+
+    add_index :story_rankings, [:story_id, :rank], unique: true
+  end
+end
diff --git a/db/migrate/20240814174335_create_recommendations.rb b/db/migrate/20240814174335_create_recommendations.rb
new file mode 100644
index 00000000..b697897f
--- /dev/null
+++ b/db/migrate/20240814174335_create_recommendations.rb
@@ -0,0 +1,12 @@
+class CreateRecommendations < ActiveRecord::Migration[7.0]
+  def change
+    create_table :recommendations do |t|
+      t.integer :story_id
+      t.integer :user_id
+
+      t.timestamps
+    end
+
+    add_index :recommendations, [:story_id, :user_id], unique: true
+  end
+end
diff --git a/db/schema.rb b/db/schema.rb
index acc34f3b..417dded2 100644
--- a/db/schema.rb
+++ b/db/schema.rb
@@ -10,10 +10,33 @@
 #
 # It's strongly recommended that you check this file into your version control system.
 
-ActiveRecord::Schema[7.0].define(version: 2018_02_28_212101) do
+ActiveRecord::Schema[7.0].define(version: 2024_08_14_174335) do
   # These are extensions that must be enabled in order to support this database
   enable_extension "plpgsql"
 
+  create_table "recommendations", force: :cascade do |t|
+    t.integer "story_id"
+    t.integer "user_id"
+    t.datetime "created_at", null: false
+    t.datetime "updated_at", null: false
+    t.index ["story_id", "user_id"], name: "index_recommendations_on_story_id_and_user_id", unique: true
+  end
+
+  create_table "stories", force: :cascade do |t|
+    t.string "title"
+    t.string "url"
+    t.integer "hn_story_id"
+    t.datetime "created_at", null: false
+    t.datetime "updated_at", null: false
+    t.index ["hn_story_id"], name: "hn_story_id_ix", unique: true
+  end
+
+  create_table "story_rankings", id: false, force: :cascade do |t|
+    t.integer "story_id"
+    t.integer "rank"
+    t.index ["story_id", "rank"], name: "index_story_rankings_on_story_id_and_rank", unique: true
+  end
+
   create_table "users", force: :cascade do |t|
     t.string "first_name"
     t.string "last_name"
diff --git a/docker-compose.yml b/docker-compose.yml
new file mode 100644
index 00000000..4e00ef99
--- /dev/null
+++ b/docker-compose.yml
@@ -0,0 +1,30 @@
+services:
+  db:
+    image: postgres:14.2-alpine
+    container_name: topnewsdb
+    volumes:
+      - ./postgres_data:/var/lib/postgresql/data
+    command:
+      "postgres -c 'max_connections=500'"
+    environment:
+      - POSTGRES_DB=${POSTGRES_DB}
+      - POSTGRES_USER=${POSTGRES_USER}
+      - POSTGRES_PASSWORD=${POSTGRES_PASSWORD}
+    ports:
+      - "5432:5432"
+  web:
+    build: .
+    command: "bundle exec rails server -b 0.0.0.0"
+    environment:
+      DATABASE_URL: postgres://${POSTGRES_USER}:${POSTGRES_PASSWORD}@db:5432/${POSTGRES_DB}
+    volumes:
+      - .:/topnews
+      - app-storage:/rails/storage
+    depends_on:
+      - db
+    ports:
+      - "3000:3000"
+
+volumes:
+  postgres_data: {}
+  app-storage: {}
\ No newline at end of file
diff --git a/lib/HackerNewsClient.rb b/lib/HackerNewsClient.rb
new file mode 100644
index 00000000..7da59578
--- /dev/null
+++ b/lib/HackerNewsClient.rb
@@ -0,0 +1,23 @@
+class HackerNewsClient
+  BASE_URL = 'https://hacker-news.firebaseio.com/v0/'
+
+  def self.get_top_story_ids(limit=100)
+    response = Net::HTTP.get_response(URI(BASE_URL + 'topstories.json'))
+    JSON.parse(response.body)[0..limit-1]
+  end
+
+  def self.get_story(story_id)
+    response = Net::HTTP.get_response(URI(BASE_URL + "item/#{story_id}.json"))
+    JSON.parse(response.body)
+  end
+
+  def self.get_top_stories(limit=100)
+    stories = []
+
+    self.get_top_story_ids[0..limit-1].each do |story_id, ix|
+      stories.append(self.get_story(story_id))
+    end
+
+    stories
+  end
+end
\ No newline at end of file
diff --git a/spec/hacker_news_client_spec.rb b/spec/hacker_news_client_spec.rb
new file mode 100644
index 00000000..38b505df
--- /dev/null
+++ b/spec/hacker_news_client_spec.rb
@@ -0,0 +1,30 @@
+require 'rails_helper' # frozen_string_literal: true
+require 'HackerNewsClient'
+
+
+
+RSpec.describe HackerNewsClient, type: :model do
+  it "should pull the latest n story ids from HN API" do
+    VCR.use_cassette("hackernews_top_story_ids") do
+      limit = 10
+      story_ids = HackerNewsClient.get_top_story_ids(10)
+      expect(story_ids.length).to eq(limit)
+      assert story_ids.is_a?(Array)
+      assert story_ids.all? { |i| i.is_a?(Integer) }
+    end
+  end
+
+  it "should pull the latest n story details from HN API" do
+    VCR.use_cassette("hackernews_top_stories_details") do
+      limit = 10
+      stories = HackerNewsClient.get_top_stories(limit)
+      assert stories.length == limit
+      assert stories.all? do |story|
+        assert story.has_key?("url")
+        assert story.has_key?("type")
+        assert story["type"] == "story"
+      end
+    end
+  end
+end
+
diff --git a/spec/jobs/hackernews_job_spec.rb b/spec/jobs/hackernews_job_spec.rb
new file mode 100644
index 00000000..57ef67d8
--- /dev/null
+++ b/spec/jobs/hackernews_job_spec.rb
@@ -0,0 +1,28 @@
+require 'rails_helper'
+
+RSpec.describe HackernewsJob, type: :job do
+  it 'should create new stories' do
+    VCR.use_cassette("hacker_news_job") do
+      expect(HackerNewsClient).to receive(:get_top_stories).and_return(
+        [{
+           "title" => "HN Title",
+           "url" => "http://hackernews.com",
+           "id" => 8675309
+         }]
+      )
+
+      expect(Story).to receive(:upsert).with(
+        {
+          title: "HN Title",
+          url: "http://hackernews.com",
+          hn_story_id: 8675309
+        },
+        unique_by: :hn_story_id
+      ).and_return(["id" => 1])
+
+      expect(StoryRanking).to receive(:upsert).with({ story_id: 1, rank: 1 }, :unique_by => [:story_id, :rank])
+
+      HackernewsJob.perform_now
+    end
+  end
+end
diff --git a/spec/rails_helper.rb b/spec/rails_helper.rb
index bbe1ba57..7e70d47e 100644
--- a/spec/rails_helper.rb
+++ b/spec/rails_helper.rb
@@ -55,3 +55,8 @@
   # arbitrary gems may also be filtered via:
   # config.filter_gems_from_backtrace("gem name")
 end
+
+VCR.configure do |config|
+  config.cassette_library_dir = "test/fixtures/cassettes"
+  config.hook_into :webmock
+end
diff --git a/spec/requests/recommendations_spec.rb b/spec/requests/recommendations_spec.rb
new file mode 100644
index 00000000..ef118547
--- /dev/null
+++ b/spec/requests/recommendations_spec.rb
@@ -0,0 +1,42 @@
+require 'rails_helper'
+
+RSpec.describe RecommendationsController, type: :controller do
+  include Devise::Test::ControllerHelpers
+
+  let(:user) { User.create!(email: "tester@testing.com", password: "no9dkj3kjjsk") }
+  let(:story) { Story.create }
+
+  before do
+    sign_in(user, scope: :user)
+  end
+
+  describe "POST create" do
+    it "creates a new recommendation for the story" do
+      expect {
+        post :create, params: { story_id: story.id }
+      }.to change(Recommendation, :count).by(1)
+    end
+
+    it "redirects to the stories view url after creating a recommendation" do
+      post :create, params: { story_id: story.id }
+      expect(response).to redirect_to(stories_view_url)
+    end
+  end
+
+  describe "DELETE destroy" do
+    before do
+      Recommendation.create(story_id: story.id, user_id: user.id)
+    end
+
+    it "destroys the recommendation for the story" do
+      expect {
+        delete :destroy, params: { story_id: story.id }
+      }.to change(Recommendation, :count).by(-1)
+    end
+
+    it "redirects to the stories view url after destroying a recommendation" do
+      delete :destroy, params: { story_id: story.id }
+      expect(response).to redirect_to(stories_view_url)
+    end
+  end
+end
diff --git a/test/controllers/pages_controller_spec.rb b/test/controllers/pages_controller_spec.rb
new file mode 100644
index 00000000..691a0dd2
--- /dev/null
+++ b/test/controllers/pages_controller_spec.rb
@@ -0,0 +1,23 @@
+require 'rails_helper'
+
+RSpec.describe PagesController, type: :controller do
+  describe "GET #home" do
+    context "when user is signed in" do
+      before { allow(controller).to receive(:user_signed_in?).and_return(true) }
+
+      it "redirects to stories_view_url" do
+        get :home
+        expect(response).to redirect_to(stories_view_url)
+      end
+    end
+
+    context "when user is not signed in" do
+      before { allow(controller).to receive(:user_signed_in?).and_return(false) }
+
+      it "does not redirect" do
+        get :home
+        expect(response).not_to have_http_status(:redirect)
+      end
+    end
+  end
+end
diff --git a/test/controllers/stories_controller_spec.rb b/test/controllers/stories_controller_spec.rb
new file mode 100644
index 00000000..12806ca0
--- /dev/null
+++ b/test/controllers/stories_controller_spec.rb
@@ -0,0 +1,42 @@
+require 'rails_helper'
+
+RSpec.describe StoriesController, type: :controller do
+  include Devise::Test::ControllerHelpers
+
+  let(:user) { User.create(email: 'test@example.com', password: 'correct horse battery staple') }
+
+  before do
+    sign_in(user, scope: :user)
+  end
+
+  describe 'GET #view' do
+    it 'assigns top stories to @stories' do
+      story1 = Story.new(title: 'Story 1')
+      story2 = Story.new(title: 'Story 2')
+
+      StoryRanking.new(story: story1, rank: 2)
+      StoryRanking.new(story: story2, rank: 1)
+
+      allow(StoryRanking).to receive(:top_stories).and_return([story2, story1])
+
+      get :view
+
+      expect(response).to have_http_status(:success)
+      stories = controller.instance_variable_get(:@stories)
+      expect(stories).to match_array([story2, story1])
+    end
+  end
+
+  describe 'GET #recommendations' do
+    it 'assigns recommended stories to @stories' do
+      story1 = Story.new(title: 'Story 3')
+      story2 = Story.new(title: 'Story 4')
+
+      allow(Recommendation).to receive(:stories).and_return([story1, story2])
+
+      get :recommendations
+      stories = controller.instance_variable_get(:@stories)
+      expect(stories).to match_array([story2, story1])
+    end
+  end
+end
diff --git a/test/fixtures/cassettes/hacker_news_job.yml b/test/fixtures/cassettes/hacker_news_job.yml
new file mode 100644
index 00000000..c0030818
--- /dev/null
+++ b/test/fixtures/cassettes/hacker_news_job.yml
@@ -0,0 +1,876 @@
+---
+http_interactions:
+- request:
+    method: get
+    uri: https://hacker-news.firebaseio.com/v0/topstories.json
+    body:
+      encoding: US-ASCII
+      string: ''
+    headers:
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+      Host:
+      - hacker-news.firebaseio.com
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Server:
+      - nginx
+      Date:
+      - Wed, 14 Aug 2024 16:45:21 GMT
+      Content-Type:
+      - application/json; charset=utf-8
+      Content-Length:
+      - '4501'
+      Connection:
+      - keep-alive
+      Access-Control-Allow-Origin:
+      - "*"
+      Cache-Control:
+      - no-cache
+      Strict-Transport-Security:
+      - max-age=31556926; includeSubDomains; preload
+    body:
+      encoding: UTF-8
+      string: "[41247023,41247083,41241942,41247238,41236718,41247275,41244468,41247601,41247193,41246211,41246181,41238102,41244423,41244847,41245073,41247211,41224128,41245901,41222528,41239800,41227011,41236273,41234964,41226548,41220549,41222655,41217058,41207987,41235462,41235789,41228513,41236275,41235038,41227172,41235733,41215649,41236430,41244172,41246961,41244648,41242979,41222101,41240755,41235259,41245902,41243931,41239913,41237275,41234713,41232446,41234636,41226538,41241825,41202134,41243703,41222577,41199092,41245688,41212297,41227987,41233811,41200881,41231141,41245815,41210745,41212072,41232621,41228278,41227179,41235677,41234877,41235662,41206168,41245836,41227772,41240680,41207838,41243901,41244919,41240556,41238632,41221718,41244798,41212566,41230546,41245032,41224225,41241124,41224689,41239670,41241637,41245262,41243992,41230344,41220188,41226039,41230033,41237583,41228630,41218722,41224286,41237149,41230994,41245452,41245504,41213902,41246439,41234174,41243147,41246177,41246922,41231490,41236745,41198931,41232259,41246985,41227792,41237204,41237000,41209900,41241647,41215727,41239096,41240640,41243551,41242202,41233924,41246655,41223902,41227369,41199320,41221252,41246413,41211507,41228113,41241431,41226802,41227061,41223934,41221501,41229049,41215626,41233206,41240641,41229328,41224853,41239031,41239635,41227350,41202841,41221218,41224557,41214693,41222759,41242943,41218314,41243877,41208343,41246015,41214762,41220059,41228935,41243697,41234219,41242400,41224253,41237259,41211091,41215679,41241532,41212103,41212271,41216560,41215593,41245053,41208506,41240300,41211889,41220079,41219080,41237542,41224316,41217319,41215201,41238732,41219962,41229236,41239287,41236439,41241657,41234289,41228022,41219562,41214259,41217136,41213053,41246288,41204368,41218206,41213561,41224780,41245823,41237363,41209688,41232354,41237446,41239749,41208988,41217903,41208704,41213064,41242174,41241373,41207569,41229029,41227142,41204228,41232827,41211540,41239741,41230169,41241090,41240344,41213711,41242198,41218737,41235721,41246917,41239739,41213442,41214307,41240510,41217162,41199567,41237018,41206908,41238836,41234490,41215724,41235940,41217758,41212193,41241915,41207417,41211039,41240869,41239642,41207048,41239496,41218928,41223774,41224623,41209452,41240450,41220532,41214180,41203306,41207182,41247648,41242259,41231145,41230794,41239596,41245702,41239968,41207793,41233321,41233309,41206465,41238020,41242091,41209994,41219440,41237864,41215631,41235614,41202694,41241328,41245779,41215489,41240636,41209181,41204881,41218811,41203509,41221829,41220775,41240421,41203475,41203269,41225357,41229597,41211519,41214900,41218696,41238037,41239940,41213151,41232046,41233675,41228325,41223907,41205176,41225816,41218600,41211741,41212773,41219122,41223327,41213387,41220284,41221399,41209966,41241056,41229306,41226958,41231964,41231123,41219788,41238843,41238820,41212364,41200605,41219723,41238592,41213082,41232067,41218916,41215166,41240562,41242361,41213347,41217037,41230267,41212899,41240037,41207355,41226754,41223835,41213618,41198491,41198776,41223143,41239859,41239828,41219005,41224070,41207415,41239718,41229600,41236946,41239417,41227165,41227149,41224741,41226982,41205141,41238756,41226200,41226035,41234863,41203928,41238557,41203368,41231735,41225796,41225295,41220097,41235424,41212976,41235326,41240716,41235152,41201555,41229196,41244949,41235318,41240099,41201922,41223288,41234633,41228191,41242280,41202064,41206025,41229109,41223101,41236847,41205554,41228579,41217517,41203909,41205439,41221603,41231028,41237057,41220143,41204622,41207221,41214229,41205834,41212616,41225856,41230039,41220806,41198151,41217855,41218733,41229595,41204159,41237111,41232799,41214966,41219304,41240240,41206443,41228535,41208934,41219779,41212555,41241973,41219501,41235262,41203307,41239904,41227072,41215126,41210700,41230512,41217857,41231465,41219284,41233722,41236912,41231358,41228568,41219981,41228534,41207608,41228499,41229573,41203075,41213580,41206746,41206024,41228862,41224260,41235072,41218828,41218794,41204552,41232654,41215147,41208148,41225797,41229718,41203274,41203024,41238824,41206850,41229160,41232007,41232131,41200754,41220393,41231808,41228181,41221239,41227876,41229100,41213742,41204642,41227431,41220131,41213496,41203559,41208416,41198333,41211215,41219660,41227515,41214587,41225567,41217097,41222862,41209658,41230172,41219518,41223726,41229422,41241682,41198748,41221078,41239254,41215154,41201451,41219385,41199474,41228284,41214609]"
+  recorded_at: Wed, 14 Aug 2024 16:45:21 GMT
+- request:
+    method: get
+    uri: https://hacker-news.firebaseio.com/v0/item/41247023.json
+    body:
+      encoding: US-ASCII
+      string: ''
+    headers:
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+      Host:
+      - hacker-news.firebaseio.com
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Server:
+      - nginx
+      Date:
+      - Wed, 14 Aug 2024 16:45:21 GMT
+      Content-Type:
+      - application/json; charset=utf-8
+      Content-Length:
+      - '664'
+      Connection:
+      - keep-alive
+      Access-Control-Allow-Origin:
+      - "*"
+      Cache-Control:
+      - no-cache
+      Strict-Transport-Security:
+      - max-age=31556926; includeSubDomains; preload
+    body:
+      encoding: UTF-8
+      string: '{"by":"hadisafa","descendants":118,"id":41247023,"kids":[41247704,41247268,41247493,41248048,41247037,41248034,41247296,41247856,41248039,41247339,41247968,41247253,41247958,41247948,41247596,41247919,41247780,41247524,41247920,41247429,41247495,41247945,41247270,41247388,41247571,41247565,41247652,41247317,41247878,41247794,41247696,41247918,41247998,41247739,41247541,41247440,41247332,41247529,41247883,41247643,41247310,41247766,41247880,41247080,41247387,41247819,41247428,41247718,41247742,41247389,41247598,41247494,41247384,41247640],"score":350,"time":1723648206,"title":"Show
+        HN: If YouTube had actual channels","type":"story","url":"https://ytch.xyz"}'
+  recorded_at: Wed, 14 Aug 2024 16:45:21 GMT
+- request:
+    method: get
+    uri: https://hacker-news.firebaseio.com/v0/item/41247083.json
+    body:
+      encoding: US-ASCII
+      string: ''
+    headers:
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+      Host:
+      - hacker-news.firebaseio.com
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Server:
+      - nginx
+      Date:
+      - Wed, 14 Aug 2024 16:45:22 GMT
+      Content-Type:
+      - application/json; charset=utf-8
+      Content-Length:
+      - '243'
+      Connection:
+      - keep-alive
+      Access-Control-Allow-Origin:
+      - "*"
+      Cache-Control:
+      - no-cache
+      Strict-Transport-Security:
+      - max-age=31556926; includeSubDomains; preload
+    body:
+      encoding: UTF-8
+      string: '{"by":"FinTechFounder","descendants":7,"id":41247083,"kids":[41248042,41248054,41247860,41247957],"score":21,"time":1723648598,"title":"Kiota:
+        OpenAPI-Based HTTP Client Code Generator","type":"story","url":"https://github.com/microsoft/kiota"}'
+  recorded_at: Wed, 14 Aug 2024 16:45:22 GMT
+- request:
+    method: get
+    uri: https://hacker-news.firebaseio.com/v0/item/41241942.json
+    body:
+      encoding: US-ASCII
+      string: ''
+    headers:
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+      Host:
+      - hacker-news.firebaseio.com
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Server:
+      - nginx
+      Date:
+      - Wed, 14 Aug 2024 16:45:22 GMT
+      Content-Type:
+      - application/json; charset=utf-8
+      Content-Length:
+      - '335'
+      Connection:
+      - keep-alive
+      Access-Control-Allow-Origin:
+      - "*"
+      Cache-Control:
+      - no-cache
+      Strict-Transport-Security:
+      - max-age=31556926; includeSubDomains; preload
+    body:
+      encoding: UTF-8
+      string: '{"by":"wonger_","descendants":28,"id":41241942,"kids":[41246155,41245397,41245382,41246178,41247852,41246723,41247093,41245766,41245905,41246540,41245597,41246499,41247546],"score":121,"time":1723601957,"title":"Sort,
+        sweep, and prune: Collision detection algorithms","type":"story","url":"https://leanrada.com/notes/sweep-and-prune/"}'
+  recorded_at: Wed, 14 Aug 2024 16:45:22 GMT
+- request:
+    method: get
+    uri: https://hacker-news.firebaseio.com/v0/item/41247238.json
+    body:
+      encoding: US-ASCII
+      string: ''
+    headers:
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+      Host:
+      - hacker-news.firebaseio.com
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Server:
+      - nginx
+      Date:
+      - Wed, 14 Aug 2024 16:45:22 GMT
+      Content-Type:
+      - application/json; charset=utf-8
+      Content-Length:
+      - '194'
+      Connection:
+      - keep-alive
+      Access-Control-Allow-Origin:
+      - "*"
+      Cache-Control:
+      - no-cache
+      Strict-Transport-Security:
+      - max-age=31556926; includeSubDomains; preload
+    body:
+      encoding: UTF-8
+      string: '{"by":"kblissett","descendants":1,"id":41247238,"kids":[41247976],"score":12,"time":1723649446,"title":"A
+        Different Kind of Keyboard","type":"story","url":"https://ianthehenry.com/posts/peggi/"}'
+  recorded_at: Wed, 14 Aug 2024 16:45:22 GMT
+- request:
+    method: get
+    uri: https://hacker-news.firebaseio.com/v0/item/41236718.json
+    body:
+      encoding: US-ASCII
+      string: ''
+    headers:
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+      Host:
+      - hacker-news.firebaseio.com
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Server:
+      - nginx
+      Date:
+      - Wed, 14 Aug 2024 16:45:22 GMT
+      Content-Type:
+      - application/json; charset=utf-8
+      Content-Length:
+      - '407'
+      Connection:
+      - keep-alive
+      Access-Control-Allow-Origin:
+      - "*"
+      Cache-Control:
+      - no-cache
+      Strict-Transport-Security:
+      - max-age=31556926; includeSubDomains; preload
+    body:
+      encoding: UTF-8
+      string: '{"by":"croes","descendants":52,"id":41236718,"kids":[41246161,41245572,41245322,41246219,41245684,41245295,41246461,41247349,41246697,41245270,41245184],"score":100,"time":1723564977,"title":"Dune
+        Scientists Observe First Neutrinos with Prototype Detector at Fermilab","type":"story","url":"https://newscenter.lbl.gov/2024/08/12/dune-scientists-observe-first-neutrinos-with-prototype-detector-at-fermilab/"}'
+  recorded_at: Wed, 14 Aug 2024 16:45:22 GMT
+- request:
+    method: get
+    uri: https://hacker-news.firebaseio.com/v0/item/41247275.json
+    body:
+      encoding: US-ASCII
+      string: ''
+    headers:
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+      Host:
+      - hacker-news.firebaseio.com
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Server:
+      - nginx
+      Date:
+      - Wed, 14 Aug 2024 16:45:22 GMT
+      Content-Type:
+      - application/json; charset=utf-8
+      Content-Length:
+      - '212'
+      Connection:
+      - keep-alive
+      Access-Control-Allow-Origin:
+      - "*"
+      Cache-Control:
+      - no-cache
+      Strict-Transport-Security:
+      - max-age=31556926; includeSubDomains; preload
+    body:
+      encoding: UTF-8
+      string: '{"by":"signa11","descendants":0,"id":41247275,"score":4,"time":1723649644,"title":"Visual
+        Data Structures Cheat-Sheet","type":"story","url":"https://photonlines.substack.com/p/visual-data-structures-cheat-sheet"}'
+  recorded_at: Wed, 14 Aug 2024 16:45:22 GMT
+- request:
+    method: get
+    uri: https://hacker-news.firebaseio.com/v0/item/41244468.json
+    body:
+      encoding: US-ASCII
+      string: ''
+    headers:
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+      Host:
+      - hacker-news.firebaseio.com
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Server:
+      - nginx
+      Date:
+      - Wed, 14 Aug 2024 16:45:22 GMT
+      Content-Type:
+      - application/json; charset=utf-8
+      Content-Length:
+      - '229'
+      Connection:
+      - keep-alive
+      Access-Control-Allow-Origin:
+      - "*"
+      Cache-Control:
+      - no-cache
+      Strict-Transport-Security:
+      - max-age=31556926; includeSubDomains; preload
+    body:
+      encoding: UTF-8
+      string: '{"by":"sph","descendants":18,"id":41244468,"kids":[41245954,41245218,41246903,41245242,41244871,41246328],"score":99,"time":1723630324,"title":"The
+        Syndicated Actor Model","type":"story","url":"https://syndicate-lang.org/about/"}'
+  recorded_at: Wed, 14 Aug 2024 16:45:22 GMT
+- request:
+    method: get
+    uri: https://hacker-news.firebaseio.com/v0/item/41247601.json
+    body:
+      encoding: US-ASCII
+      string: ''
+    headers:
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+      Host:
+      - hacker-news.firebaseio.com
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Server:
+      - nginx
+      Date:
+      - Wed, 14 Aug 2024 16:45:22 GMT
+      Content-Type:
+      - application/json; charset=utf-8
+      Content-Length:
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ZXJlZCBlY29tbWVyY2UgZGlzY291bnRzIiwidHlwZSI6InN0b3J5In0=
+  recorded_at: Wed, 14 Aug 2024 16:45:23 GMT
+- request:
+    method: get
+    uri: https://hacker-news.firebaseio.com/v0/item/41224128.json
+    body:
+      encoding: US-ASCII
+      string: ''
+    headers:
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+      Host:
+      - hacker-news.firebaseio.com
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Server:
+      - nginx
+      Date:
+      - Wed, 14 Aug 2024 16:45:23 GMT
+      Content-Type:
+      - application/json; charset=utf-8
+      Content-Length:
+      - '326'
+      Connection:
+      - keep-alive
+      Access-Control-Allow-Origin:
+      - "*"
+      Cache-Control:
+      - no-cache
+      Strict-Transport-Security:
+      - max-age=31556926; includeSubDomains; preload
+    body:
+      encoding: UTF-8
+      string: '{"by":"woodruffw","descendants":32,"id":41224128,"kids":[41244890,41247172,41244823,41247449,41245895,41246401,41244572,41244720],"score":77,"time":1723469259,"title":"Approximating
+        sum types in Python with Pydantic","type":"story","url":"https://blog.yossarian.net/2024/08/12/Approximating-sum-types-in-Python-with-Pydantic"}'
+  recorded_at: Wed, 14 Aug 2024 16:45:23 GMT
+- request:
+    method: get
+    uri: https://hacker-news.firebaseio.com/v0/item/41245901.json
+    body:
+      encoding: US-ASCII
+      string: ''
+    headers:
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+      Host:
+      - hacker-news.firebaseio.com
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Server:
+      - nginx
+      Date:
+      - Wed, 14 Aug 2024 16:45:23 GMT
+      Content-Type:
+      - application/json; charset=utf-8
+      Content-Length:
+      - '249'
+      Connection:
+      - keep-alive
+      Access-Control-Allow-Origin:
+      - "*"
+      Cache-Control:
+      - no-cache
+      Strict-Transport-Security:
+      - max-age=31556926; includeSubDomains; preload
+    body:
+      encoding: UTF-8
+      string: '{"by":"Ygg2","descendants":4,"id":41245901,"kids":[41246467,41247427,41246285],"score":62,"time":1723642600,"title":"Re-fixing
+        Servo''s event-loop","type":"story","url":"https://medium.com/@polyglot_factotum/re-fixing-servos-event-loop-e00bdf267385"}'
+  recorded_at: Wed, 14 Aug 2024 16:45:23 GMT
+- request:
+    method: get
+    uri: https://hacker-news.firebaseio.com/v0/item/41222528.json
+    body:
+      encoding: US-ASCII
+      string: ''
+    headers:
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+      Host:
+      - hacker-news.firebaseio.com
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Server:
+      - nginx
+      Date:
+      - Wed, 14 Aug 2024 16:45:23 GMT
+      Content-Type:
+      - application/json; charset=utf-8
+      Content-Length:
+      - '234'
+      Connection:
+      - keep-alive
+      Access-Control-Allow-Origin:
+      - "*"
+      Cache-Control:
+      - no-cache
+      Strict-Transport-Security:
+      - max-age=31556926; includeSubDomains; preload
+    body:
+      encoding: UTF-8
+      string: '{"by":"boris_m","descendants":9,"id":41222528,"kids":[41246973,41247854],"score":21,"time":1723453288,"title":"From
+        Sets to Categories","type":"story","url":"https://abuseofnotation.github.io/category-theory-illustrated/02_category/"}'
+  recorded_at: Wed, 14 Aug 2024 16:45:23 GMT
+- request:
+    method: get
+    uri: https://hacker-news.firebaseio.com/v0/item/41239800.json
+    body:
+      encoding: US-ASCII
+      string: ''
+    headers:
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+      Host:
+      - hacker-news.firebaseio.com
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Server:
+      - nginx
+      Date:
+      - Wed, 14 Aug 2024 16:45:23 GMT
+      Content-Type:
+      - application/json; charset=utf-8
+      Content-Length:
+      - '361'
+      Connection:
+      - keep-alive
+      Access-Control-Allow-Origin:
+      - "*"
+      Cache-Control:
+      - no-cache
+      Strict-Transport-Security:
+      - max-age=31556926; includeSubDomains; preload
+    body:
+      encoding: UTF-8
+      string: '{"by":"melling","descendants":20,"id":41239800,"kids":[41246471,41240372,41242936,41242274,41241365,41243185],"score":123,"time":1723582810,"title":"ARPA-H
+        announces awards to develop novel technologies for precise tumor removal","type":"story","url":"https://arpa-h.gov/news-and-events/arpa-h-announces-awards-develop-novel-technologies-precise-tumor-removal"}'
+  recorded_at: Wed, 14 Aug 2024 16:45:23 GMT
+recorded_with: VCR 6.2.0
diff --git a/test/fixtures/cassettes/hackernews_top_stories_details.yml b/test/fixtures/cassettes/hackernews_top_stories_details.yml
new file mode 100644
index 00000000..519706ad
--- /dev/null
+++ b/test/fixtures/cassettes/hackernews_top_stories_details.yml
@@ -0,0 +1,21037 @@
+---
+http_interactions:
+- request:
+    method: get
+    uri: https://hacker-news.firebaseio.com/v0/topstories.json
+    body:
+      encoding: US-ASCII
+      string: ''
+    headers:
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+      Host:
+      - hacker-news.firebaseio.com
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Server:
+      - nginx
+      Date:
+      - Wed, 14 Aug 2024 15:14:26 GMT
+      Content-Type:
+      - application/json; charset=utf-8
+      Content-Length:
+      - '4501'
+      Connection:
+      - keep-alive
+      Access-Control-Allow-Origin:
+      - "*"
+      Cache-Control:
+      - no-cache
+      Strict-Transport-Security:
+      - max-age=31556926; includeSubDomains; preload
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+        we do, but getting a document up to scratch out of the gate, especially if
+        you&#x27;re not super well versed in the actual specification and what you
+        should use and when.<p>So we built a suite of tools to help with this called
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+        security and documentation.<p>Along with the score, you also get details of
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+        mean and why they&#x27;re important.<p>We exposed the API for it using Zuplo,
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+        Rate My OpenAPI into your workflow however you like.<p>You can check it out
+        and use all of this right now, for free. I&#x27;ve already found it extremely
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+        download the result. It&#x27;s very lightweight and nothing is uploaded to
+        a server - everything runs directly in your browser.<p>Why I made this:<p>Existing
+        apps (like Artrooms) fell short for me because they only offered stock wall
+        images and limited 3D positioning, especially if your wall isn&#x27;t perfectly
+        frontal. I wanted something more flexible that would allow me to experiment
+        with more scenarios, even when the photo is taken at a weird angle. The objective
+        is to get a feel of how&#x27;d it look like, without the result being super
+        realistic.<p>Details:<p>- Built with Three.js.<p>- It&#x27;s a static site
+        hosted on Cloudflare.<p>- Uploaded images are stored in IndexedDB.<p>- Some
+        effects, like shadows and blending, work intermittently. Sometimes they really
+        work, and sometimes they fail horribly.<p>- I&#x27;ve included a few galleries
+        from classic artists and default wall images so you can test it out right
+        away.<p>- I tried to make the UI as intuitive as possible, but that was surprisingly
+        hard - especially in mobile where the space is limited.<p>Any feedback would
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+        AI Scientist: Towards Automated Open-Ended Scientific Discovery","type":"story","url":"https://sakana.ai/ai-scientist/"}'
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+        The &quot;Sign in with Google&quot; form doesn&#x27;t debounce clicks on the
+        &quot;Continue&quot; button, so it can trigger multiple redirect callbacks,
+        in our case causing 15% of signups to fail. We&#x27;ve since reproduced the
+        issue with several other companies&#x27; signup flows.<p>What&#x27;s the issue?<p>A
+        few months ago we (Flat.app) noticed that a meaningful fraction of signups-via-Google
+        to our SaaS product were failing. I recently found out why, so I&#x27;m sharing
+        this PSA for anyone facing a similar problem.<p>If your app supports &quot;Sign
+        in with Google&quot;, it&#x27;s likely that new signups will fail if, on Google&#x27;s
+        OAuth consent screen, a user clicks &quot;Continue&quot; more than once. The
+        error will probably be inscrutable to the user, depending on your setup, so
+        they may just give up instead of trying again. In our case, we were losing
+        around 15% of signups!<p>I encountered this issue while investigating failed
+        signups for our product, but I&#x27;ve also reproduced it with other popular
+        products including ChatGPT, Doordash, Expedia, and Snyk, so I assume it&#x27;s
+        widespread.<p>Some of these products use Auth0, as do we, but others don&#x27;t,
+        and they still generate an error of one kind or another.<p>For Auth0 specifically,
+        the error is &quot;You may have pressed the back button, refreshed during
+        login, opened too many login dialogs, or there is some issue with cookies,
+        since we couldn&#x27;t find your session. Try logging in again from the application
+        and if the problem persists please contact the administrator.&quot; The error
+        tries to be helpful by listing potential causes, but it fails to mention the
+        actual cause. That&#x27;s because Auth0 wasn&#x27;t aware of this failure
+        mode, based on my correspondence with them.<p>Why does this happen?<p>After
+        a user clicks &quot;Continue&quot; the first time, Google will respond with
+        a 302 to the callback URL, passing along the authorization code and replaying
+        the OAuth 2.0 state param. If the user clicks &quot;Continue&quot; again,
+        Google will respond again with a 302 to the callback URL. The browser will
+        abort the first pending request and issue a new request to the callback URL.
+        Importantly, the state param is, as it should be, the same in both requests,
+        and it typically incorporates a nonce (see https:&#x2F;&#x2F;datatracker.ietf.org&#x2F;doc&#x2F;html&#x2F;draft-ietf-oauth-security-topics#name-protecting-redirect-based-f).
+        Since the nonce will already have been consumed by the first request, the
+        second request will be rejected.<p>Why would a user click &quot;Continue&quot;
+        twice?<p>Simple: poor UX in Google&#x27;s consent screen. The &quot;Continue&quot;
+        button provides almost no feedback that the click was registered, and the
+        screen provides no feedback that any requests are pending. So, some users
+        will naturally try again, especially if they&#x27;re on a slow connection.<p>What
+        can Google do?<p>Google could disable the &quot;Continue&quot; button with
+        a loading indicator after the first click. That would ensure it&#x27;s not
+        possible to click it twice, and it would provide an improved UX by showing
+        the user that something is happening.<p>Google&#x27;s OAuth consent screen
+        was redesigned at some point in the past few years. Allowing &quot;Continue&quot;
+        to be clicked twice, with no visible feedback, may be an unintended regression.<p>What
+        can I do?<p>Test this in your own application. Be sure to deauthorize your
+        app before each test run so that you get the OAuth consent screen. You can
+        do that in your Google account&#x27;s Data &amp; privacy section.<p>Also,
+        check your logs for errors to see if you&#x27;re losing signups. See if you
+        can detect this scenario and, if so, provide a better experience to users,
+        e.g., by acknowledging what caused the error and giving them a clearer path
+        to continue.","time":1723565133,"title":"Tell HN: Google OAuth consent screen
+        issue could be costing you signups","type":"story"}'
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+        spending over 15 years in the industry, running a business and multiple successes
+        and failures with SaaS products, here&#x27;s my conclusion:<p>Marketing &gt;&gt;&gt;&gt;
+        Engineering + Sales + &lt;add any business function of your choice&gt;<p>Before
+        anyone of you gets offended, let me tell you, I&#x27;m an engineer turned
+        marketer. I love building products. Give me my code editor (and some coffee)
+        and you&#x27;ll see a happy man building awesome products.<p>A few years ago,
+        I came up with really amazing ideas and built products with neat UI, scalable
+        backend and beautiful database structure. Something I&#x27;d feel proud to
+        show to my engineer friends.<p>But the world out there is brutal. It doesn&#x27;t
+        care how beautiful your codebase is, how every method is well-documented and
+        how it can handle 10000 simultaneous users with $20 droplet.<p>I could not
+        believe my first two failures. I mean, I couldn&#x27;t find one solid reason
+        people didn&#x27;t want to use my product. I even tried giving it away for
+        free. It didn&#x27;t work.<p>I decided to change my approach.<p>I began observing
+        people who were successfully selling SaaS. I was shocked.<p>- No one had an
+        &#x27;innovative&#x27; product.<p>- Everyone operated in markets that had
+        competition<p>- Everyone was busy marketing; even their half-ready product
+        and still making money.<p>My world-view was different than what I saw in the
+        markets. I needed to adapt.<p>Now, I have a SaaS that&#x27;s making money,
+        users are interested and I&#x27;m learning the art of sales. My focus now
+        is marketing and solving people&#x27;s problems. That&#x27;s the only way
+        to win.<p>I hope this helps my fellow SaaSpreneurs. No matter how much you
+        hate it: Marketing is bigger than your code, engineering and sales.","time":1723605292,"title":"Marketing
+        >>> Engineering and Sales","type":"story"}'
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+        mention of the SecureBoot Advanced Targeting (SBAT) component:<p>https:&#x2F;&#x2F;www.bleepingcomputer.com&#x2F;news&#x2F;microsoft&#x2F;windows-11-kb5041585-cumulative-update-released-with-fixes-new-features&#x2F;<p>https:&#x2F;&#x2F;www.bleepingcomputer.com&#x2F;news&#x2F;microsoft&#x2F;windows-10-kb5041580-update-released-with-14-fixes-security-updates&#x2F;<p>Among
+        other things:<p>&gt;older Linux ISO images might not boot<p>From what I understand
+        this is the next phase from Microsoft in the gradual rollout of a functional
+        &quot;blacklist&quot; of original Microsoft-signed keys that all UEFI motherboards
+        shipped with until not that long ago.  Until the keys became compromised.  These
+        were built-in Microsoft-signed keys which were available for something like
+        Linux to use when Microsoft SecureBoot was enabled on the motherboard, if
+        the OS was willing to go the extra mile and obtain its own Microsoft-signed
+        key according to the strict Microsoft process.  Which Linux did eventually,
+        but it took a year or two, until then you mainly needed to disable SecureBoot
+        before you could boot Linux.  After that &quot;finally&quot; Linux was able
+        to boot on any UEFI PC having SecureBoot enabled, using a key which is pre-existing
+        on every motherboard, without having to insert its own Linux key into the
+        firmware beforehand.  Adding Linux-specific SecureBoot Keys can be good to
+        avoid because it requires making changes to machine keys, and does alter the
+        firmware, but this also is a well-known valid UEFI alternate approach used
+        by distros that did not want to have any Microsoft-signed anything.<p>Ideally
+        a USB drive or SSD with Linux properly installed should smoothly boot on any
+        UEFI motherboard, especially on motherboards other than the one the drive
+        was attached to when Linux was installed.  Which means on a different PC you
+        <i>may</i> need to use the firmware interface itself [0] to select the proper
+        EFI folder to boot from, but with Linux having its own Microsoft-signed key
+        it&#x27;s supposed to be just booting right up when SecureBoot is enabled
+        using the same key built into every motherboard originally.  As allowed for
+        by the hardware manufacturers and UEFI standardizers, this was supposed to
+        put Linux on equal footing with Windows since Windows has its own non-Linux
+        SecureBoot keys built into every motherboard, from the time UEFI was first
+        introduced to consumers along with &quot;SecureBoot&quot;.<p>Anyway, this
+        is the next step in replacing the compromised firmware keys from Microsoft.  Until
+        now with Windows you would have been expected to optionally initiate this
+        blacklist procedure yourself, with this update it will occur to the PC by
+        default.<p>In 2023 Ubuntu launched its equivalent firmware key replacement:<p>https:&#x2F;&#x2F;discourse.ubuntu.com&#x2F;t&#x2F;sbat-revocations-boot-process&#x2F;34996<p>So
+        it might have already happened to your Linux PC by default.<p>However at this
+        point, today&#x27;s Windows patch is apparently only being applied to plain
+        Windows PCs:<p>&gt;This SBAT update will not apply to systems that dual-boot
+        Windows and Linux<p>I believe a further milestone will be encountered where
+        it will close this door eventually.<p>So I would think this is a good time
+        to see where you stand with older ISOs and bootable drives which may need
+        &quot;re-shimming&quot; of some sort before they will boot like they used
+        to do when SecureBoot was enabled :\\<p>.<p>[0] Sometimes needed when there
+        is no bootentry in the firmware that is normally placed by the OS install
+        process.","time":1723614184,"title":"Tell HN: Microsoft SecureBoot \"Breaking\"
+        Changes, Today''s Milestone","type":"story"}'
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+        today.<a href=\"https:&#x2F;&#x2F;h2loop.ai&#x2F;\" rel=\"nofollow\">https:&#x2F;&#x2F;h2loop.ai&#x2F;</a>\nH2LooP
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+        debug issues, and understand complex code in C, C++, Go, and Rust. Under the
+        hood, it uses the H2LooP Data Engine to create instruction-tuned datasets
+        from data sheets and source code.<p>Models are what they eat. We create high-quality,
+        pre-vetted domain-specific training data (telecom, IoT, automotive, consumer
+        electronics) at scale for fine-tuning small language models. We leverage both
+        LLMs and human expertise (system knowledge) to build this dataset.<p>Why are
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+        significant challenges for LLMs that lack specialised pre-training.\n-Existing
+        tools like GitHub Copilot struggle with tasks such as generating device driver
+        code, debugging network kernel crashes, and interpreting hardware schematics.<p>2.Limitations
+        of Current Coding Assistants:<p>-Results from generic coding assistants are
+        often unclear and insufficient.\n-These tools are unable to handle technical
+        specifications or crash logs, which are essential for system software development.\n-System
+        developers frequently need to reference specifications like Wi-Fi, Bluetooth,
+        or network protocols while coding, but current tools fail to meet these needs.<p>3.Specialised
+        Requirements for System Software:<p>-System software is typically written
+        in languages like C, C++, Go, and Rust, often in closed-source projects.\n-Enterprises
+        need specialised solutions that understand their specific domain and coding
+        standards.<p>Challenges in Generating Accurate Code from Technical Specifications:<p>1.Unstructured
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+        PDF format, which is inherently unstructured.\n-Parsing PDFs that include
+        images, tables, and various text elements, and aligning them with reference
+        sample code, presents a significant challenge.<p>2.Difficulty in Creating
+        Domain-Specific Datasets:\n-Developing a question-and-answer coding dataset
+        for specialised domains like automotive or telecom, suitable for LLM training,
+        is a complex task.<p>3.Necessity of Expert Review:\n-Expert review of the
+        training dataset is crucial. For example, if a dataset is created for socket
+        creation in a networking protocol, it must be meticulously checked by an expert
+        before being used for fine-tuning.<p>The Solution:\n1.RAG-Based Parsing and
+        Chunking:\n-We employ a Retrieval-Augmented Generation (RAG) solution to parse
+        and chunk PDFs effectively. \n-By combining LLM and manual methods, we align
+        the content from PDFs with source code to create an instruction tuned dataset.<p>2.Expert
+        Review and Validation:\n-Our team of system and domain experts thoroughly
+        review and validate the training datasets, which are formatted in JSON.<p>3.Collaborative
+        Fine-Tuning:\n-We partner with enterprises to transform their code and technical
+        specifications into expert-vetted, domain-specific datasets.\n-We then assist
+        in fine-tuning a small language model tailored to their domain and coding
+        standards.<p>Who can use H2LooP:\nH2LooP is a valuable tool for professionals
+        like developers, product managers, and CTOs. If you&#x27;re working on proprietary
+        software, frequently coding from technical specifications,H2LooP is for you.<p>Demo:\n<a
+        href=\"https:&#x2F;&#x2F;studio.h2loop.ai&#x2F;\" rel=\"nofollow\">https:&#x2F;&#x2F;studio.h2loop.ai&#x2F;</a><p>H2LooP
+        Studio is hosted in the cloud. You can download sample technical specifications
+        and experiment with the H2LooP model to generate system software code.<p>We
+        will soon be releasing the H2LooP Data Engine, which will allow you to create
+        training datasets by uploading code and PDFs.<p>For more details, refer to
+        <a href=\"https:&#x2F;&#x2F;h2loop.notion.site&#x2F;\" rel=\"nofollow\">https:&#x2F;&#x2F;h2loop.notion.site&#x2F;</a><p>Also
+        please join our community at :<p>- Slack : <a href=\"https:&#x2F;&#x2F;h2loopstudio.slack.com\"
+        rel=\"nofollow\">https:&#x2F;&#x2F;h2loopstudio.slack.com</a>\n- Twitter :
+        <a href=\"https:&#x2F;&#x2F;x.com&#x2F;h2loopinc\" rel=\"nofollow\">https:&#x2F;&#x2F;x.com&#x2F;h2loopinc</a><p>Would
+        love to hear your feedback &amp; how we can make this better.\nThank you,\nTeam
+        H2LooP","time":1723563147,"title":"Show HN: AI co-worker for system software
+        development (Rust,C,C++,pdf)","type":"story","url":"https://h2loop.ai/"}'
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+        build a lot of applications for internal use only and most of the conversations
+        start with &quot;what&#x27;s the MVP&quot;. I think planning to deliver the
+        MVP in version 1 is wrong and instead you should be aiming for version 3 to
+        be the MVP. I have been pushing for 2 prior versions to be released but I
+        only think it&#x27;s relevant for corporate&#x2F;LOB apps. This is largely
+        a reflection of my working primarily for large organisations with heavy governance
+        overheads and as a result low trust from end users.<p>Version 1 should be
+        the version that is functional in so far as it has all or most of the application
+        components in it. It is the version that goes through the slog of your internal
+        change process and governance ie it should be done as early as possible. It
+        is the version that proves to your customer that an app can exist.<p>Version
+        2 should be a more functional version of the app and follow pretty closely
+        behind version 1. If you&#x27;re lucky the governance processes for application
+        &quot;changes&quot; will have less friction. This is the version that proves
+        to your customer that application upgrades are simple and can happen more
+        frequently than once a year (which is often the expectation). It also proves
+        to your team that application enhancements can be made in small chunks and
+        not big bang.<p>Version 3 is where you shine with the first usable version
+        of the product without all the stress and delay of what you have conquered
+        in the first 2 versions. Version 3 makes versions 4 and beyond really meaningful
+        to the end users as you have built their trust in your delivery process and
+        ability.<p>Interested in thoughts on this or other approaches to gaining trust
+        and traction when building LOB apps?<p>Cheers","time":1723604997,"title":"Rethinking
+        the Minimum Viable Product","type":"story"}'
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+        The avatar will talk to you, so make sure you check your volume!<p>Hello HN!
+        I&#x27;ve seen a bunch of AI character type stuff online, but all of them
+        were boring chat interfaces. I thought it would be more fun to give the characters
+        an avatar and a 3d environment to interact with.<p>The stack I&#x27;m using
+        is Claude 3.5 for the LLM, OpenAI TTS, Stable Diffusion for generating drinks,
+        and three.js for rendering. I exposed the prompt I&#x27;m using so people
+        can play around with it by clicking the robot icon.<p>If people find it interesting,
+        I might add more environments, character customization options, etc.<p>Hope
+        you enjoy and let me know your thoughts&#x2F;questions in the comments! If
+        you want to know more, follow me on Twitter or join the Discord!<p><a href=\"https:&#x2F;&#x2F;discord.gg&#x2F;VZSk9yjVcz\"
+        rel=\"nofollow\">https:&#x2F;&#x2F;discord.gg&#x2F;VZSk9yjVcz</a><p><a href=\"https:&#x2F;&#x2F;x.com&#x2F;neelmango\"
+        rel=\"nofollow\">https:&#x2F;&#x2F;x.com&#x2F;neelmango</a>","time":1723570097,"title":"Show
+        HN: AI Bartender in a Virtual Bar","type":"story","url":"https://www.mangobox.ai/"}'
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+        I made a bridge (<a href=\"https:&#x2F;&#x2F;github.com&#x2F;fzyzcjy&#x2F;flutter_rust_bridge\">https:&#x2F;&#x2F;github.com&#x2F;fzyzcjy&#x2F;flutter_rust_bridge</a>
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+        The goal is to make a bridge between the two, seamlessly as if working in
+        one single language.<p>Then, as an example, I showed how to write Rust applications
+        with GUI by utilizing Flutter. That is discussed in the link in details.<p>To
+        play with it, please visit the GitHub repo, or refer to the end of the article
+        for detailed folders and commands.<p>When I first released 1.0.0 years ago,
+        it only contained few features compared to today. It is the result of the
+        hard work of contributors and me, and many thanks to all the contributors!","time":1723344920,"title":"Show
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+        to build a phone for my elderly  mother. I have mostly given up on the idea
+        of a stand alone phone but maybe a Bluetooth handset. Features I am looking
+        for are<p>big buttons (but as few as possible),<p>contact list (easy to navigate),<p>read
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+        phone with ok performance.<p>as few bells and whistles as possible.<p>Commercial
+        solutions do not really meet these needs (AFAIK, I am open to other suggestions).
+        Thank you for any help you might be able to provide. Please  ask for any clarification
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+        recently submitted another project for using LLMs to correct errors and improve
+        formatting of OCRed documents which was well received. The low cost and high
+        quality&#x2F;speed of the latest &quot;value tier&quot; models from OpenAI
+        and Anthropic have made it possible to get compelling results at a very reasonable
+        price in that application.<p>It occured to me that the same approach taken
+        there (namely, splitting documents into chunks and sending each chunk through
+        a chain of LLM prompts that each take the output of the previous prompt and
+        apply an additional layer of processing) could be easily applied to a related
+        problem, that of &quot;improving&quot; raw transcripts of spoken word content
+        to make them more coherent, to correct speech errors, to turn utterances into
+        polished sentences with full punctuation, to add markdown formatting, etc.<p>Note
+        that this is very different from taking a raw transcript and trying to make
+        it look like a formal transcript from, say, a magazine article, with proper
+        speaker diarization and formatting. There are several other projects that
+        seek to do that, and it&#x27;s not really possible to get great results with
+        the raw transcript data alone (you also need to look at the audio for really
+        robust speaker identification, for instance).<p>Where this project is more
+        useful is for people like YouTubers who have made a video on a subject, but
+        the video might be a bit informal and rambling-- the kind of thing that sounds
+        fine when listening to it, but if you were to read an exact transcript of
+        it, it wouldn&#x27;t feel polished enough. This project lets you easily end
+        up with something that can stand on its own in written form. As a result of
+        this different goal, it takes a lot more liberties with changing&#x2F;transforming
+        the original content, so in that sense it&#x27;s quite a bit different than
+        the OCR correction project.<p>The best way to see this is to just look at
+        a sample. In this case, it&#x27;s a YouTube video a friend of mine made about
+        music theory:<p>Original Transcript JSON File (Output from Whisper): <a href=\"https:&#x2F;&#x2F;github.com&#x2F;Dicklesworthstone&#x2F;llm_aided_transcription_improvement&#x2F;blob&#x2F;main&#x2F;example_whisper_transcription.json\">https:&#x2F;&#x2F;github.com&#x2F;Dicklesworthstone&#x2F;llm_aided_transcription...</a><p>Final
+        LLM Generated Markdown: <a href=\"https:&#x2F;&#x2F;github.com&#x2F;Dicklesworthstone&#x2F;llm_aided_transcription_improvement&#x2F;blob&#x2F;main&#x2F;formatted_transcription.md\">https:&#x2F;&#x2F;github.com&#x2F;Dicklesworthstone&#x2F;llm_aided_transcription...</a><p>As
+        you can see from the example, although the essence of the original content
+        has been preserved, the form it takes is really quite different.<p>This new
+        projects pairs well with another past project I submitted a while back to
+        HN, which is for easily generating transcripts of a whole playlist of YouTube
+        videos (or just a single video) using Whisper:<p><a href=\"https:&#x2F;&#x2F;github.com&#x2F;Dicklesworthstone&#x2F;bulk_transcribe_youtube_videos_from_playlist\">https:&#x2F;&#x2F;github.com&#x2F;Dicklesworthstone&#x2F;bulk_transcribe_youtube...</a><p>Someone
+        with a lot of recorded content (either YouTube videos, podcasts, etc.) can
+        just crank them all through this code in a few minutes and end up with a bunch
+        of written materials which they could use for blog posts, handouts, etc. It&#x27;s
+        the kind of thing that would take days or weeks to do by hand, and which I
+        think this latest crop of low-cost LLMs is quite effective at doing in an
+        automated way, and for a couple bucks of API calls at most.<p>As always, you&#x27;ll
+        want to read over the output to ensure that it&#x27;s not hallucinating stuff
+        that was never in the original! Future work here will likely include optional
+        &quot;modules&quot; (that you could enable with an option flag) for generating
+        related ancillary content along with the improved primary &quot;transcript&quot;
+        output, such as multiple choice questions, &quot;top takeaways,&quot; powerpoint
+        presentation slides, etc.<p>Hope you like it!","time":1723472122,"title":"Show
+        HN: LLM Aided Transcription Improvement","type":"story","url":"https://github.com/Dicklesworthstone/llm_aided_transcription_improvement"}'
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+        years ago I began working on Muki, a web-based MIDI and chiptune player which
+        I eventually announced here on HN[0]. It was a fun weekend project.<p>Over
+        the years I received numerous requests from people that wanted more: more
+        music, more features, more playable formats, you name it.<p>Eventually I began
+        working on a complete rewrite of the app (this time for real), and, realizing
+        that each year another chiptune or MIDI website went offline, I decided to
+        start archiving them for preservation.<p>Today, 10 years after the first release,
+        I think it&#x27;s finally time for the new, nicer version to hit the shelves.
+        It&#x27;s now called Pixeltune and yes, now you can actually turn down the
+        volume. :)<p>Hope you like it!<p>[0] <a href=\"https:&#x2F;&#x2F;news.ycombinator.com&#x2F;item?id=10305918\">https:&#x2F;&#x2F;news.ycombinator.com&#x2F;item?id=10305918</a>","time":1723405338,"title":"Show
+        HN: Pixeltune, a nicer chiptune and VGM player","type":"story","url":"https://pixeltune.org"}'
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+        there been any consensus on this phenomenon I&#x27;ve seen where there are
+        reports of decrease in model performance? This decrease in quality seems to
+        take many forms: laziness, lower expressiveness, mistakes, laziness etc.<p>One
+        the other hand there are people who claim there hasn&#x27;t been any degradation
+        at all[0]?<p>If there is indeed no degradation how could the perceived degradation
+        be explained?<p>[0] <a href=\"https:&#x2F;&#x2F;community.openai.com&#x2F;t&#x2F;declining-quality-of-openai-models-over-time-a-concerning-trend&#x2F;847753&#x2F;9\"
+        rel=\"nofollow\">https:&#x2F;&#x2F;community.openai.com&#x2F;t&#x2F;declining-quality-of-openai-m...</a><p><a
+        href=\"https:&#x2F;&#x2F;community.openai.com&#x2F;t&#x2F;declining-quality-of-openai-models-over-time-a-concerning-trend&#x2F;847753\"
+        rel=\"nofollow\">https:&#x2F;&#x2F;community.openai.com&#x2F;t&#x2F;declining-quality-of-openai-m...</a><p><a
+        href=\"https:&#x2F;&#x2F;www.reddit.com&#x2F;r&#x2F;OpenAI&#x2F;comments&#x2F;18sc92o&#x2F;with_all_the_reported_degradation_in_gpt_4s&#x2F;\"
+        rel=\"nofollow\">https:&#x2F;&#x2F;www.reddit.com&#x2F;r&#x2F;OpenAI&#x2F;comments&#x2F;18sc92o&#x2F;with_all_th...</a><p><a
+        href=\"http:&#x2F;&#x2F;arxiv.org&#x2F;pdf&#x2F;2307.09009\" rel=\"nofollow\">http:&#x2F;&#x2F;arxiv.org&#x2F;pdf&#x2F;2307.09009</a>","time":1723378359,"title":"Ask
+        HN: Has degradation in the quality of ChatGPT and Claude been proven?","type":"story"}'
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+        HN,<p>Some misbehaving networks drop WireGuard packets either by accident
+        or on purpose. Commonly the latter is done with simple DPI rules that block
+        the handshake initiation [1], but it could be applied to other message types
+        as well.<p>We thought it would be great if there was tool for folks to use
+        as a quick litmus test to see if this happening for them, without having to
+        configure a client to send data through a random, functional WireGuard tunnel
+        to an untrusted remote host. So we built probe.sh.<p>How it works:<p>- The
+        probe.sh web app is an Elixir Phoenix app that spawns a few gen_udp servers
+        across a variety of common UDP ports.\n- When a user visits the app, Probe
+        starts a LiveView process and generates a unique cryptographic token to use
+        for the test.\n- When the user runs the script shown, it first sends an HTTP
+        request to start the test, followed by a series of UDP payloads, and finally
+        either a complete or cancel request to end the test.\n- The UDP payloads are
+        crafted to resemble real world WireGuard packets and sent with widely available
+        tools like netcat (Unix) and System.Net.Sockets.UdpClient (Win) already on
+        your OS.\n- The gen_udp server receives these payloads, and if they match
+        one of the four WireGuard message types by header, it broadcasts test updates
+        to the LiveView process for that test, and the test is marked as success.\n-
+        The user is immediately shown the results of the test.<p>The entire tool is
+        open source at <a href=\"https:&#x2F;&#x2F;github.com&#x2F;firezone&#x2F;probe\">https:&#x2F;&#x2F;github.com&#x2F;firezone&#x2F;probe</a>
+        (README contains guide for self-hosting) and you can find a FAQ with more
+        useful info at <a href=\"https:&#x2F;&#x2F;probe.sh&#x2F;faq\" rel=\"nofollow\">https:&#x2F;&#x2F;probe.sh&#x2F;faq</a>.
+        You can also see our tally of global results organized by country: <a href=\"https:&#x2F;&#x2F;probe.sh&#x2F;stats\"
+        rel=\"nofollow\">https:&#x2F;&#x2F;probe.sh&#x2F;stats</a><p>We hope you find
+        it useful for testing your network for WireGuard connectivity issues.<p>Thanks
+        for reading - feedback welcome!<p>[1] <a href=\"https:&#x2F;&#x2F;x.com&#x2F;6h4n3m&#x2F;status&#x2F;1459462360003919875\"
+        rel=\"nofollow\">https:&#x2F;&#x2F;x.com&#x2F;6h4n3m&#x2F;status&#x2F;1459462360003919875</a>","time":1723235233,"title":"Show
+        HN: Test your WireGuard connectivity and see global stats, no client needed","type":"story","url":"https://probe.sh"}'
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+        already\n3. Import your forked repository to Vercel\n4. Configure your environment
+        variables\n5. Deploy and enjoy your mirrored site!<p>##  Configuration<p>Easily
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+        educational and personal use only. Users are responsible for complying with
+        all applicable laws and regulations. The developers are not liable for any
+        misuse or legal consequences.<p>##  Contributing<p>Contributions are welcome!
+        Feel free to submit issues or pull requests.<p>##  Documentation<p>For more
+        detailed information on setup, configuration, and usage, please refer to our
+        [Wiki](link-to-wiki).<p>##  Support<p>If you encounter any problems or have
+        questions, please [open an issue](link-to-issues).<p>##  License<p>This project
+        is licensed under the MIT License - see the [LICENSE](LICENSE) file for details.<p>Leverage
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+        my dayjob is working in a software project with dozens of teams, hundreds
+        of employees.<p>Common denominator that nearly everyone knows nothing about
+        software, except some subcontractors who are not part of our processes.<p>So
+        in every meeting I need to explain simple concepts like what the API of the
+        service I designed is going to in the context of our whole software context,
+        and currently this is done by fiddling around on draw.io and with my hands
+        and feet.<p>Can anyone of you guys recommend me some tool, or format, to explain
+        software architecture to non-technical folks, gentle-parenting style?<p>Thx
+        in advance :)","time":1723410277,"title":"Ask HN: Visualize Software Architecture/Concepts","type":"story"}'
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+        finding things more on the practical&#x2F;technical side (e.g. reporting on
+        FERC rulings, bills introduced or new papers)<p>Certainly I don&#x27;t expect
+        there to be one source that covers everything, but I&#x27;ve had a hard time
+        finding any sources which felt like they covered things in sufficient depth&#x2F;detail","time":1723583436,"title":"Ask
+        HN: What are some good longform newsletters about solar power?","type":"story"}'
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+        product stores a lot of (sensoric) time series data. We currently store it
+        using InfluxDB. We started about a decade ago, and back then, InfluxDB was
+        the simplest and best option out there. A big plus was their focus on open
+        source.<p>However, since then InfluxData seems to have shifted their open
+        source focus more and more to enterprise and cloud (v3 that they are currently
+        working on still afaik does not have an open source version).<p>As we&#x27;ve
+        been having trouble with InfluxDB randomly simply stalling and not accepting
+        any writes or reads, and also taking into account the painful migration to
+        v2, and now probably another painful migration to v3, we are looking around
+        for alternatives.<p>Since we started, we&#x27;ve grown so now scalability
+        is more important for us as well.<p>One option we&#x27;ve been looking at
+        is VictoriaMetrics, which seems quite good.<p>HN, what time series databases
+        should I certainly look at when trying to find an alternative for InfluxDB?","time":1723555812,"title":"Ask
+        HN: State of Timeseries Databases in 2024","type":"story"}'
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+        to use \"AI\" to answer taxpayer''s letters","type":"story","url":"https://www.telegraph.co.uk/money/consumer-affairs/treasury-sparks-row-use-ai-deal-taxpayer-complaints/"}'
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+        Engineer","type":"story","url":"https://github.com/hwchase17/langgraph-engineer"}'
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+        anyone explain the reason behind making production deployments on a Friday?<p>I
+        cannot understand the logic behind it.<p>Why not a Monday, where all company
+        is available to intervene if required?","time":1723505175,"title":"Why Friday
+        Production Deployments?","type":"story"}'
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+      string: ''
+    headers:
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+      Host:
+      - hacker-news.firebaseio.com
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Server:
+      - nginx
+      Date:
+      - Wed, 14 Aug 2024 15:15:21 GMT
+      Content-Type:
+      - application/json; charset=utf-8
+      Content-Length:
+      - '273'
+      Connection:
+      - keep-alive
+      Access-Control-Allow-Origin:
+      - "*"
+      Cache-Control:
+      - no-cache
+      Strict-Transport-Security:
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+      encoding: ASCII-8BIT
+      string: !binary |-
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+  recorded_at: Wed, 14 Aug 2024 15:15:21 GMT
+- request:
+    method: get
+    uri: https://hacker-news.firebaseio.com/v0/item/41234501.json
+    body:
+      encoding: US-ASCII
+      string: ''
+    headers:
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+      Host:
+      - hacker-news.firebaseio.com
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Server:
+      - nginx
+      Date:
+      - Wed, 14 Aug 2024 15:15:21 GMT
+      Content-Type:
+      - application/json; charset=utf-8
+      Content-Length:
+      - '213'
+      Connection:
+      - keep-alive
+      Access-Control-Allow-Origin:
+      - "*"
+      Cache-Control:
+      - no-cache
+      Strict-Transport-Security:
+      - max-age=31556926; includeSubDomains; preload
+    body:
+      encoding: UTF-8
+      string: '{"by":"namanyayg","descendants":5,"id":41234501,"kids":[41244201,41234857,41236470],"score":3,"time":1723549739,"title":"Show
+        HN: Analyze Your Hacker News Profile","type":"story","url":"https://roastmyhn.nmn.gl/"}'
+  recorded_at: Wed, 14 Aug 2024 15:15:21 GMT
+- request:
+    method: get
+    uri: https://hacker-news.firebaseio.com/v0/item/41221558.json
+    body:
+      encoding: US-ASCII
+      string: ''
+    headers:
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+      Host:
+      - hacker-news.firebaseio.com
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Server:
+      - nginx
+      Date:
+      - Wed, 14 Aug 2024 15:15:21 GMT
+      Content-Type:
+      - application/json; charset=utf-8
+      Content-Length:
+      - '582'
+      Connection:
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+      Access-Control-Allow-Origin:
+      - "*"
+      Cache-Control:
+      - no-cache
+      Strict-Transport-Security:
+      - max-age=31556926; includeSubDomains; preload
+    body:
+      encoding: UTF-8
+      string: '{"by":"yarapavan","descendants":124,"id":41221558,"kids":[41221706,41221832,41222022,41222003,41221776,41226484,41222161,41222444,41221710,41222034,41221981,41222657,41223670,41221920,41221854,41225718,41222162,41221819,41221695,41221986,41221731,41221822,41222145,41222152,41222292,41222023,41223060,41221720,41222070,41223630,41221698,41222074,41221681,41225789,41221750,41221883,41223562,41222176,41222322,41221763,41222018],"score":80,"time":1723443452,"title":"I
+        Quit Spotify","type":"story","url":"https://www.newyorker.com/culture/infinite-scroll/why-i-finally-quit-spotify"}'
+  recorded_at: Wed, 14 Aug 2024 15:15:21 GMT
+- request:
+    method: get
+    uri: https://hacker-news.firebaseio.com/v0/item/41221595.json
+    body:
+      encoding: US-ASCII
+      string: ''
+    headers:
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+      Host:
+      - hacker-news.firebaseio.com
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Server:
+      - nginx
+      Date:
+      - Wed, 14 Aug 2024 15:15:21 GMT
+      Content-Type:
+      - application/json; charset=utf-8
+      Content-Length:
+      - '286'
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+      Access-Control-Allow-Origin:
+      - "*"
+      Cache-Control:
+      - no-cache
+      Strict-Transport-Security:
+      - max-age=31556926; includeSubDomains; preload
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+      encoding: UTF-8
+      string: '{"by":"isaacfrond","descendants":1,"id":41221595,"kids":[41221852,41230663],"score":6,"time":1723443967,"title":"Boeing''s
+        door-panel blowout came after years of overlooked issues","type":"story","url":"https://www.washingtonpost.com/transportation/2024/08/11/boeing-ntsb-faa-doorplug/"}'
+  recorded_at: Wed, 14 Aug 2024 15:15:21 GMT
+- request:
+    method: get
+    uri: https://hacker-news.firebaseio.com/v0/item/41236649.json
+    body:
+      encoding: US-ASCII
+      string: ''
+    headers:
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+      Host:
+      - hacker-news.firebaseio.com
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Server:
+      - nginx
+      Date:
+      - Wed, 14 Aug 2024 15:15:21 GMT
+      Content-Type:
+      - application/json; charset=utf-8
+      Content-Length:
+      - '339'
+      Connection:
+      - keep-alive
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+      - "*"
+      Cache-Control:
+      - no-cache
+      Strict-Transport-Security:
+      - max-age=31556926; includeSubDomains; preload
+    body:
+      encoding: UTF-8
+      string: '{"by":"Jimmc414","descendants":5,"id":41236649,"kids":[41239401,41238641,41237326],"score":25,"time":1723564504,"title":"WHO
+        to scrap weak PFAS drinking water guidelines after alleged corruption","type":"story","url":"https://www.theguardian.com/us-news/article/2024/aug/13/world-health-organization-pfas-drinking-water-health-guidelines"}'
+  recorded_at: Wed, 14 Aug 2024 15:15:21 GMT
+- request:
+    method: get
+    uri: https://hacker-news.firebaseio.com/v0/item/41224173.json
+    body:
+      encoding: US-ASCII
+      string: ''
+    headers:
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+      Host:
+      - hacker-news.firebaseio.com
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Server:
+      - nginx
+      Date:
+      - Wed, 14 Aug 2024 15:15:21 GMT
+      Content-Type:
+      - application/json; charset=utf-8
+      Content-Length:
+      - '272'
+      Connection:
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+      - "*"
+      Cache-Control:
+      - no-cache
+      Strict-Transport-Security:
+      - max-age=31556926; includeSubDomains; preload
+    body:
+      encoding: UTF-8
+      string: '{"by":"agluszak","descendants":4,"id":41224173,"kids":[41229532,41229754,41230241],"score":136,"time":1723469532,"title":"\"Does
+        astrology work? We tested the ability of 152 astrologers\"","type":"story","url":"https://threadreaderapp.com/thread/1822663687145972105.html"}'
+  recorded_at: Wed, 14 Aug 2024 15:15:21 GMT
+- request:
+    method: get
+    uri: https://hacker-news.firebaseio.com/v0/item/41216659.json
+    body:
+      encoding: US-ASCII
+      string: ''
+    headers:
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+      Host:
+      - hacker-news.firebaseio.com
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Server:
+      - nginx
+      Date:
+      - Wed, 14 Aug 2024 15:15:21 GMT
+      Content-Type:
+      - application/json; charset=utf-8
+      Content-Length:
+      - '270'
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+      - keep-alive
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+      - "*"
+      Cache-Control:
+      - no-cache
+      Strict-Transport-Security:
+      - max-age=31556926; includeSubDomains; preload
+    body:
+      encoding: UTF-8
+      string: '{"by":"yawnxyz","descendants":10,"id":41216659,"kids":[41220088,41216670,41216817],"score":13,"time":1723388451,"title":"The
+        Canadian dream is on life support","type":"story","url":"https://www.theglobeandmail.com/opinion/article-the-canadian-dream-is-on-life-support/"}'
+  recorded_at: Wed, 14 Aug 2024 15:15:21 GMT
+- request:
+    method: get
+    uri: https://hacker-news.firebaseio.com/v0/item/41220098.json
+    body:
+      encoding: US-ASCII
+      string: ''
+    headers:
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+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+      Host:
+      - hacker-news.firebaseio.com
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Server:
+      - nginx
+      Date:
+      - Wed, 14 Aug 2024 15:15:22 GMT
+      Content-Type:
+      - application/json; charset=utf-8
+      Content-Length:
+      - '383'
+      Connection:
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+      - "*"
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+      - no-cache
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+        total wind and solar capacity outstrips coal","type":"story","url":"https://renewablesnow.com/news/chinas-total-wind-and-solar-capacity-outstrips-coal-rystad-says-865106/"}'
+  recorded_at: Wed, 14 Aug 2024 15:15:22 GMT
+recorded_with: VCR 6.2.0
diff --git a/test/fixtures/cassettes/hackernews_top_story_ids.yml b/test/fixtures/cassettes/hackernews_top_story_ids.yml
new file mode 100644
index 00000000..54df2b91
--- /dev/null
+++ b/test/fixtures/cassettes/hackernews_top_story_ids.yml
@@ -0,0 +1,43 @@
+---
+http_interactions:
+- request:
+    method: get
+    uri: https://hacker-news.firebaseio.com/v0/topstories.json
+    body:
+      encoding: US-ASCII
+      string: ''
+    headers:
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+      Host:
+      - hacker-news.firebaseio.com
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Server:
+      - nginx
+      Date:
+      - Wed, 14 Aug 2024 15:14:05 GMT
+      Content-Type:
+      - application/json; charset=utf-8
+      Content-Length:
+      - '4501'
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+      Cache-Control:
+      - no-cache
+      Strict-Transport-Security:
+      - max-age=31556926; includeSubDomains; preload
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+      encoding: UTF-8
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+  recorded_at: Wed, 14 Aug 2024 15:14:05 GMT
+recorded_with: VCR 6.2.0