There is no I in Al

A talk about Alumnium - an open-source AI-powered test automation tool for Selenium (https://alumnium.ai) for SeleniumConf 2025 (https://seleniumconf.com)

Recording: https://www.youtube.com/watch?v=9-e8K_KF904

Transcript

4. 👋
5. Alex 👋
6. Alex 👋 Maintainer
7. Alex 👋 Software Tester
9. class TodoTest(TestCase) : def setUp(self) :
10. class TodoTest(TestCase) : def setUp(self) : driver = Chrome()
11. class TodoTest(TestCase) : def setUp(self) : driver = Chrome() driver.get("https: // todomvc.com/examples/vue/dist")
12. class TodoTest(TestCase) : def setUp(self) : driver = Chrome() driver.get("https: // todomvc.com/examples/vue/dist") self.page = TasksPage(driver)
13. class TodoTest(TestCase) : def setUp(self) : driver = Chrome() driver.get("https: // todomvc.com/examples/vue/dist") self.page = TasksPage(driver) def test_add_new_task(self) :
14. class TodoTest(TestCase) : def setUp(self) : driver = Chrome() driver.get("https: // todomvc.com/examples/vue/dist") self.page = TasksPage(driver) def test_add_new_task(self) : self.page.create_new_task("Buy milk")
15. class TodoTest(TestCase) : def setUp(self) : driver = Chrome() driver.get("https: // todomvc.com/examples/vue/dist") self.page = TasksPage(driver) def test_add_new_task(self) : self.page.create_new_task("Buy milk") assert "Buy milk" in self.page.get_tasks()
16. class TodoTest(TestCase) : def setUp(self) : driver = Chrome() driver.get("https: // todomvc.com/examples/vue/dist") self.page = TasksPage(driver) def test_add_new_task(self) : self.page.create_new_task("Buy milk") assert "Buy milk" in self.page.get_tasks() assert not self.page.is_task_completed("Buy milk")
17. class TasksPage: def _ _ init _ _ (self, driver) : self.driver = driver
18. class TasksPage: def _ _ init _ _ (self, driver) : self.driver = driver def create_new_task(self, title) :
19. class TasksPage: def _ _ init _ _ (self, driver) : self.driver = driver def create_new_task(self, title) : input = self.driver.find_element(By.CSS_SELECTOR, ".new - todo") input.send_keys(title, Keys.RETURN)
20. class TasksPage: def _ _ init _ _ (self, driver) : self.driver = driver def create_new_task(self, title) : input = self.driver.find_element(By.CSS_SELECTOR, ".new - todo") input.send_keys(title, Keys.RETURN) def get_tasks(self) :
21. class TasksPage: def _ _ init _ _ (self, driver) : self.driver = driver def create_new_task(self, title) : input = self.driver.find_element(By.CSS_SELECTOR, ".new - todo") input.send_keys(title, Keys.RETURN) def get_tasks(self) : return self.driver.find_elements(By.CSS_SELECTOR, ".todo - list li").map(lambda e: e.text)
22. class TasksPage: def _ _ init _ _ (self, driver) : self.driver = driver def create_new_task(self, title) : input = self.driver.find_element(By.CSS_SELECTOR, ".new - todo") input.send_keys(title, Keys.RETURN) def get_tasks(self) : return self.driver.find_elements(By.CSS_SELECTOR, ".todo - list li").map(lambda e: e.text) def is_task_completed(self, title) :
23. class TasksPage: def _ _ init _ _ (self, driver) : self.driver = driver def create_new_task(self, title) : input = self.driver.find_element(By.CSS_SELECTOR, ".new - todo") input.send_keys(title, Keys.RETURN) def get_tasks(self) : return self.driver.find_elements(By.CSS_SELECTOR, ".todo - list li").map(lambda e: e.text) def is_task_completed(self, title) : completed_tasks = self.driver.find_elements(By.CSS_SELECTOR, ".todo - list li.completed")
24. class TasksPage: def _ _ init _ _ (self, driver) : self.driver = driver def create_new_task(self, title) : input = self.driver.find_element(By.CSS_SELECTOR, ".new - todo") input.send_keys(title, Keys.RETURN) def get_tasks(self) : return self.driver.find_elements(By.CSS_SELECTOR, ".todo - list li").map(lambda e: e.text) def is_task_completed(self, title) : completed_tasks = self.driver.find_elements(By.CSS_SELECTOR, ".todo - list li.completed") return title in completed_tasks.map(lambda e: e.text)
25. Test Code
26. Test Code 👇 Support Code
27. Test Code 👇 Support Code 👇 Selenium
28. Test Code 👇 Support Code 👇 Selenium
29. Test Code 👇 Support Code 👇 Selenium
30. Test Code 👇 AI? 👇 Selenium
31. AI-POWERED TESTING TOOLS
32. TEST GENERATORS TEST RUNNERS AI-POWERED TESTING TOOLS
33. TEST GENERATORS TEST RUNNERS Write a test 👇 Tool generates Selenium code using AI 👇 Run AI-POWERED TESTING TOOLS
34. TEST GENERATORS TEST RUNNERS Write a test 👇 Tool generates Selenium code using AI 👇 Run Write a test 👇 Run 👇 Tool interacts with Selenium using AI AI-POWERED TESTING TOOLS
35. AI-POWERED TESTING TOOLS 🛑 Expect tests in a certain format
36. AI-POWERED TESTING TOOLS 🛑 Expect tests in a certain format 🛑 Don’t integrate with existing tests
37. AI-POWERED TESTING TOOLS 🛑 Expect tests in a certain format 🛑 Don’t integrate with existing tests 🛑 Require new infrastructure
38. UMNIUM open-source AI-powered test automation built on Selenium
39. UMNIUM 🪄 Simplify Test Code
40. UMNIUM 🪄 Simplify Test Code 📉 Reduce Maintenance
41. UMNIUM 🪄 Simplify Test Code 📉 Reduce Maintenance 🦾 Improve Robustness
42. UMNIUM 🐍 AI-Powered API for Selenium
43. UMNIUM 🐍 AI-Powered API for Selenium 🫵 Do actions
44. UMNIUM 🐍 AI-Powered API for Selenium 🫵 Do actions 🔮 Check veri f ications
45. UMNIUM 🐍 AI-Powered API for Selenium 🫵 Do actions 🔮 Check veri f ications 🤏 Get data
46. .DO(…)
47. .DO(…) 🫵 Perform actions on the page
48. .DO(…) 🫵 Perform actions on the page 🎯 What you want, AI f igures out how
49. .DO(…) 🫵 Perform actions on the page 🎯 What you want, AI f igures out how al.do("create new task 'Buy milk'")
50. .DO(…) 🫵 Perform actions on the page 🎯 What you want, AI f igures out how al.do("create new task 'Buy milk'") al.do("mark the 'Buy milk' task as completed")
51. .DO(…) 🫵 Perform actions on the page 🎯 What you want, AI f igures out how al.do("create new task 'Buy milk'") al.do("mark the 'Buy milk' task as completed") al.do("delete the 'Buy milk' task")
52. .CHECK(…)
53. .CHECK(…) 🔮 Verify conditions on the page
54. .CHECK(…) 🔮 Verify conditions on the page 🎯 What must be true, AI f igures out if
55. .CHECK(…) 🔮 Verify conditions on the page 🎯 What must be true, AI f igures out if al.check("task 'Buy milk' is pending") al.check("task 'Buy bread' is completed")
56. .GET(…)
57. .GET(…) 🤏 Extract data from the page
58. .GET(…) 🤏 Extract data from the page 🎯 What you need, AI retrieves it
59. .GET(…) 🤏 Extract data from the page 🎯 What you need, AI retrieves it al.get("number of tasks") # 2
60. .GET(…) 🤏 Extract data from the page 🎯 What you need, AI retrieves it al.get("number of tasks") # 2 al.get("titles of tasks") # ["Buy milk", "Buy bread"]
61. .GET(…) 🤏 Extract data from the page 🎯 What you need, AI retrieves it al.get("number of tasks") # 2 al.get("titles of tasks") # ["Buy milk", "Buy bread"] al.get("titles of pending tasks") # ["Buy milk"] al.get("titles of completed tasks") # ["Buy bread"]
62. class TasksPage: def _ _ init _ _ (self, driver) : self.driver = driver def create_new_task(self, title) : input = self.driver.find_element(By.CSS_SELECTOR, ".new - todo") input.send_keys(title, Keys.RETURN) def get_tasks(self) : return self.driver.find_elements(By.CSS_SELECTOR, ".todo - list li").map(lambda e: e.text) def is_task_completed(self, title) : completed_tasks = self.driver.find_elements(By.CSS_SELECTOR, ".todo - list li.completed") return title in completed_tasks.map(lambda e: e.text)
63. class TasksPage: def _ _ init _ _ (self, driver) : self.driver = driver def create_new_task(self, title) : input = self.driver.find_element(By.CSS_SELECTOR, ".new - todo") input.send_keys(title, Keys.RETURN) def get_tasks(self) : return self.driver.find_elements(By.CSS_SELECTOR, ".todo - list li").map(lambda e: e.text) def is_task_completed(self, title) : completed_tasks = self.driver.find_elements(By.CSS_SELECTOR, ".todo - list li.completed") return title in completed_tasks.map(lambda e: e.text)
64. class TodoTest(TestCase) : def setUp(self) : driver = Chrome() driver.get("https: // todomvc.com/examples/vue/dist") self.page = TasksPage(driver) def test_add_new_task(self) : self.page.create_new_task(“Buy milk") assert "Buy milk" in self.page.get_tasks() assert not self.page.is_task_completed("Buy milk")
65. class TodoTest(TestCase) : def setUp(self) : driver = Chrome() driver.get("https: // todomvc.com/examples/vue/dist") self.al = Alumni(driver) def test_add_new_task(self) : self.page.create_new_task("Buy milk") assert "Buy milk" in self.page.get_tasks() assert not self.page.is_task_completed("Buy milk")
66. class TodoTest(TestCase) : def setUp(self) : driver = Chrome() driver.get("https: // todomvc.com/examples/vue/dist") self.al = Alumni(driver) def test_add_new_task(self) : self.page.create_new_task("Buy milk") assert "Buy milk" in self.page.get_tasks() assert not self.page.is_task_completed("Buy milk")
67. class TodoTest(TestCase) : def setUp(self) : driver = Chrome() driver.get("https: // todomvc.com/examples/vue/dist") self.al = Alumni(driver) def test_add_new_task(self) : self.al.do("create new task 'Buy milk'") assert "Buy milk" in self.page.get_tasks() assert not self.page.is_task_completed("Buy milk")
68. class TodoTest(TestCase) : def setUp(self) : driver = Chrome() driver.get("https: // todomvc.com/examples/vue/dist") self.al = Alumni(driver) def test_add_new_task(self) : self.al.do("create new task 'Buy milk'") assert "Buy milk" in self.page.get_tasks() assert not self.page.is_task_completed("Buy milk")
69. class TodoTest(TestCase) : def setUp(self) : driver = Chrome() driver.get("https: // todomvc.com/examples/vue/dist") self.al = Alumni(driver) def test_add_new_task(self) : self.al.do("create new task 'Buy milk'") assert "Buy milk" in self.al.get("titles of tasks") assert not self.page.is_task_completed("Buy milk")
70. class TodoTest(TestCase) : def setUp(self) : driver = Chrome() driver.get("https: // todomvc.com/examples/vue/dist") self.al = Alumni(driver) def test_add_new_task(self) : self.al.do("create new task 'Buy milk'") assert "Buy milk" in self.al.get("titles of tasks") assert not self.page.is_task_completed("Buy milk")
71. class TodoTest(TestCase) : def setUp(self) : driver = Chrome() driver.get("https: // todomvc.com/examples/vue/dist") self.al = Alumni(driver) def test_add_new_task(self) : self.al.do("create new task 'Buy milk'") assert "Buy milk" in self.al.get("titles of tasks”) self.al.check("task 'Buy milk' is not completed")
72. class TodoTest(TestCase) : def setUp(self) : driver = Chrome() driver.get("https: // todomvc.com/examples/vue/dist") self.al = Alumni(driver) def test_add_new_task(self) : self.al.do("create new task 'Buy milk'") assert "Buy milk" in self.al.get("titles of tasks”) self.al.check("task 'Buy milk' is not completed")
73. Less code to write and support UMNIUM
74. Less code to write and support Use in existing tests UMNIUM
75. Less code to write and support Use in existing tests YOU ARE IN CONTROL! UMNIUM
76. Less code to write and support Use in existing tests YOU ARE IN CONTROL! No new infrastructure* UMNIUM
77. Less code to write and support Use in existing tests YOU ARE IN CONTROL! No new infrastructure* UMNIUM *access to AI provider is needed
78. UMNIUM
79. UMNIUM
80. UMNIUM claude-3-haiku gemini-2.0-flash gpt-4o - mini
81. UMNIUM $3 per 1,000 tests $3 per 1,000 tests FREE
82. DEMO
83. UMNIUM 🐋 Scale to complex web applications
84. UMNIUM 3s 50s 🐋 Scale to complex web applications 🐢 Improve performance
85. UMNIUM 3s 50s caching enabled caching disabled 🐋 Scale to complex web applications 🐢 Improve performance
86. UMNIUM 🐋 Scale to complex web applications 🐢 Improve performance 🏄 Support Firefox and Safari
87. UMNIUM 🐋 Scale to complex web applications 🐢 Improve performance 🏄 Support Firefox and Safari 📲 Support mobile platforms
88. UMNIUM 🐋 Scale to complex web applications 🐢 Improve performance 🏄 Support Firefox and Safari 📲 Support mobile platforms 🐍 Support other languages
89. ALUMNIUM.AI alumnium-hq/alumnium #alumnium @ SeleniumHQ Alumnium