diff --git a/.github/workflows/pull_request.yml b/.github/workflows/pull_request.yml
index a44035678..01121005b 100644
--- a/.github/workflows/pull_request.yml
+++ b/.github/workflows/pull_request.yml
@@ -27,3 +27,8 @@ jobs:
           just build
           just up
           just test
+      - uses: actions/upload-artifact@v4
+        if: ${{ !cancelled() }}
+        with:
+          name: playwright-traces
+          path: build/test-results/
diff --git a/Dockerfile b/Dockerfile
index d985a5a22..71196e358 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -9,14 +9,8 @@ ENV PYTHONUNBUFFERED=1
 WORKDIR /usr/src/app
 
 # Install packages depending on ENV arg from docker-compose
-ARG BASE_PACKAGES="gcc libpq-dev libjpeg62-turbo-dev libsqlite3-0 zlib1g-dev"
-ARG DEV_PACKAGES="firefox-esr"
-RUN if [ "$IS_PROD" = "true" ]; then \
-        PACKAGES_TO_INSTALL="$BASE_PACKAGES"; \
-    else \
-        PACKAGES_TO_INSTALL="$BASE_PACKAGES $DEV_PACKAGES"; \
-    fi && \
-    apt-get update && \
+ARG PACKAGES_TO_INSTALL="gcc libpq-dev libjpeg62-turbo-dev libsqlite3-0 zlib1g-dev"
+RUN apt-get update && \
     apt-get install -y -qq --no-install-recommends $PACKAGES_TO_INSTALL && \
     apt-get clean && \
     rm -rf /var/lib/apt/lists/*
@@ -28,6 +22,7 @@ RUN if [ "$IS_PROD" = "true" ]; then \
         poetry install --only main --no-root; \
     else \
         poetry install --no-root; \
+        playwright install --with-deps chromium; \
     fi
 
 # Setup application
diff --git a/OpenOversight/app/static/js/find_officer.js b/OpenOversight/app/static/js/find_officer.js
index 11f017d5e..4336d9371 100644
--- a/OpenOversight/app/static/js/find_officer.js
+++ b/OpenOversight/app/static/js/find_officer.js
@@ -34,6 +34,7 @@ $(document).ready(function() {
             $('#current-uii').text(deptUiidLabel);
             $('#uii-question').show();
         } else {
+            $('#unique_internal_identifier').text('');
             $('#uii-question').hide();
         }
     });
diff --git a/OpenOversight/app/templates/submit_image.html b/OpenOversight/app/templates/submit_image.html
index 85ef57af4..949bd7c19 100644
--- a/OpenOversight/app/templates/submit_image.html
+++ b/OpenOversight/app/templates/submit_image.html
@@ -87,7 +87,7 @@ <h3 class="mt-4">High security submissions?</h3>
             dept_id = $("#department").val();
         });
 
-        const getURL = (file) => "/upload/department/" + dept_id;
+        const getURL = (file) => "/upload/departments/" + dept_id;
         init_dropzone("#my-cop-dropzone", getURL, csrf_token);
     </script>
   </div>
diff --git a/OpenOversight/pytest.ini b/OpenOversight/pytest.ini
deleted file mode 100644
index 1cea8d07e..000000000
--- a/OpenOversight/pytest.ini
+++ /dev/null
@@ -1,6 +0,0 @@
-[pytest]
-cache_dir = /tmp
-env =
-    ENV=testing
-    FLASK_APP=OpenOversight/app:app
-addopts = --dist=loadgroup
diff --git a/OpenOversight/tests/conftest.py b/OpenOversight/tests/conftest.py
index 9a1571809..7991a58a7 100644
--- a/OpenOversight/tests/conftest.py
+++ b/OpenOversight/tests/conftest.py
@@ -15,11 +15,8 @@
 from faker import Faker
 from flask import current_app
 from PIL import Image as Pimage
-from selenium.webdriver.firefox.options import Options as FirefoxOptions
-from selenium.webdriver.firefox.service import Service as FirefoxService
-from selenium.webdriver.firefox.webdriver import WebDriver as Firefox
+from playwright.sync_api import Page
 from sqlalchemy.orm import scoped_session, sessionmaker
-from webdriver_manager.firefox import GeckoDriverManager
 
 from OpenOversight.app import create_app
 from OpenOversight.app.models.database import (
@@ -900,19 +897,6 @@ def server(app, server_port):
     ).start()
 
 
-@pytest.fixture(scope="session")
-def browser(app, server):
-    options = FirefoxOptions()
-    options.add_argument("--headless")
-    options.add_argument("--width=1024")
-    options.add_argument("--height=768")
-
-    service = FirefoxService(
-        executable_path=GeckoDriverManager().install(), log_path="/tmp/geckodriver.log"
-    )
-    driver = Firefox(options=options, service=service)
-
-    yield driver
-
-    # shutdown headless webdriver
-    driver.quit()
+@pytest.fixture
+def page(app, server, page: Page):
+    yield page
diff --git a/OpenOversight/tests/test_functional.py b/OpenOversight/tests/test_functional.py
index 619861bb2..8e16f3e71 100644
--- a/OpenOversight/tests/test_functional.py
+++ b/OpenOversight/tests/test_functional.py
@@ -1,17 +1,13 @@
 import os
-from contextlib import contextmanager
+import re
 
 import pytest
 from flask import current_app
-from selenium.common.exceptions import TimeoutException
-from selenium.webdriver.common.by import By
-from selenium.webdriver.support import expected_conditions
-from selenium.webdriver.support.select import Select
-from selenium.webdriver.support.ui import WebDriverWait
+from playwright.sync_api import expect
 from sqlalchemy.sql.expression import func
 
 from OpenOversight.app.models.database import Department, Incident, Officer, Unit
-from OpenOversight.app.utils.constants import FILE_TYPE_HTML, KEY_OFFICERS_PER_PAGE
+from OpenOversight.app.utils.constants import KEY_OFFICERS_PER_PAGE
 from OpenOversight.tests.conftest import AC_DEPT
 from OpenOversight.tests.constants import ADMIN_USER_EMAIL
 
@@ -19,201 +15,139 @@
 DESCRIPTION_CUTOFF = 700
 
 
-@contextmanager
-def wait_for_page_load(browser, timeout=10):
-    old_page = browser.find_element("tag name", FILE_TYPE_HTML)
-    yield
-    WebDriverWait(browser, timeout).until(expected_conditions.staleness_of(old_page))
+def expect_banner_with_text(page, text):
+    banner = page.get_by_text(text)
+    expect(banner).to_be_visible()
+    # Close banner to make sure it doesn't obscure other elements
+    banner.locator(".btn-close").click()
 
 
-def login_admin(browser, server_port):
-    browser.get(f"http://localhost:{server_port}/auth/login")
-    with wait_for_page_load(browser):
-        elem = browser.find_element("id", "email")
-        elem.clear()
-        elem.send_keys(ADMIN_USER_EMAIL)
-        elem = browser.find_element("id", "password")
-        elem.clear()
-        elem.send_keys("testtest")
-        with wait_for_page_load(browser):
-            browser.find_element("id", "submit").click()
-            wait_for_element(browser, By.TAG_NAME, "body")
+def login_admin(page, server_port):
+    page.goto(f"http://localhost:{server_port}/auth/login")
+    page.locator("#email").fill(ADMIN_USER_EMAIL)
+    page.locator("#password").fill("testtest")
+    page.locator("#submit").click()
+    page.wait_for_load_state()
 
 
-def logout(browser, server_port):
-    browser.get(f"http://localhost:{server_port}/auth/logout")
-    wait_for_page_load(browser)
+def logout(page, server_port):
+    page.goto(f"http://localhost:{server_port}/auth/logout")
+    expect_banner_with_text(page, "You have been logged out.")
 
 
-def submit_image_to_dropzone(browser, img_path):
-    # Submit files in selenium: https://stackoverflow.com/a/61566075
-    wait_for_element(browser, By.CLASS_NAME, "dz-hidden-input")
-    upload = browser.find_element(By.CLASS_NAME, "dz-hidden-input")
-    upload.send_keys(img_path)
-    wait_for_element(browser, By.CLASS_NAME, "dz-success")
-
-
-def wait_for_element(browser, locator, text, timeout=10):
-    try:
-        element_present = expected_conditions.presence_of_element_located(
-            (locator, text)
-        )
-        WebDriverWait(browser, timeout).until(element_present)
-    except TimeoutException:
-        pytest.fail("Timed out while waiting for element to appear")
-
-
-def wait_for_element_to_be_visible(browser, locator, text, timeout=10):
-    try:
-        element_visible = expected_conditions.visibility_of_element_located(
-            (locator, text)
-        )
-        WebDriverWait(browser, timeout).until(element_visible)
-    except TimeoutException:
-        pytest.fail("Timed out while waiting for element to become visible")
-
-
-def scroll_to_element(browser, element):
-    browser.execute_script(
-        "arguments[0].scrollIntoView({ behavior: 'instant', block: 'center' });",
-        element,
-    )
-    return element
+def submit_image_to_dropzone(page, img_path):
+    page.locator(".dz-hidden-input").set_input_files(img_path)
+    expect(page.locator(".dz-success")).to_be_visible()
 
 
 @pytest.mark.xdist_group
-def test_user_can_load_homepage_and_get_to_form(mockdata, browser, server_port):
-    browser.get(f"http://localhost:{server_port}")
-    wait_for_element_to_be_visible(browser, By.ID, "cpd")
+def test_user_can_load_homepage_and_get_to_form(mockdata, page, server_port):
+    page.goto(f"http://localhost:{server_port}")
 
     # Complainant loads homepage
-    assert "OpenOversight" in browser.title
-    element = browser.find_element(By.ID, "cpd")
-    scroll_to_element(browser, element)
-    element.click()
+    expect(page).to_have_title(re.compile(r"OpenOversight.*"))
+    page.locator("#cpd").click()
 
-    page_text = browser.find_element("tag name", "body").text
-    assert "Find an Officer" in page_text
+    expect(page).to_have_title(re.compile(r"Find an officer.*"))
 
 
 @pytest.mark.xdist_group
-def test_user_can_get_to_complaint(browser, server_port):
-    browser.get(
+def test_user_can_get_to_complaint(page, server_port):
+    page.goto(
         f"http://localhost:{server_port}/complaints?officer_star=6265&"
         "officer_first_name=IVANA&officer_last_name=SNOTBALL&officer_middle_initial="
         "&officer_image=static%2Fimages%2Ftest_cop2.png"
     )
 
-    wait_for_element(browser, By.TAG_NAME, "h1")
     # Complainant arrives at page with the badge number, name, and link
     # to complaint form
-
-    title_text = browser.find_element("tag name", "h1").text
-    assert "File a Complaint" in title_text
+    expect(page.get_by_text("File a Complaint")).to_be_visible()
 
 
 @pytest.mark.xdist_group
-def test_officer_browse_pagination(mockdata, browser, server_port):
+def test_officer_browse_pagination(mockdata, page, server_port):
     total = Officer.query.filter_by(department_id=AC_DEPT).count()
 
     # first page of results
-    browser.get(
+    page.goto(
         f"http://localhost:{server_port}/departments/{AC_DEPT}?page=1&gender=Not+Sure"
     )
-    wait_for_element(browser, By.TAG_NAME, "body")
-    page_text = browser.find_element("tag name", "body").text
     expected = f"Showing 1-{current_app.config[KEY_OFFICERS_PER_PAGE]} of {total}"
-    assert expected in page_text
+    expect(page.get_by_text(expected).first).to_be_visible()
 
     # check that "Next" pagination link does not automatically add require_photo parameter
-    next_link = browser.find_elements(By.XPATH, '//li[@class="next"]/a')[
-        0
-    ].get_attribute("href")
+    next_link = page.locator('//li[@class="next"]/a').first.get_attribute("href")
     assert "gender" in next_link
     assert "require_photo" not in next_link
 
     # last page of results
     last_page_index = (total // current_app.config[KEY_OFFICERS_PER_PAGE]) + 1
-    browser.get(
+    page.goto(
         f"http://localhost:{server_port}/departments/{AC_DEPT}?page={last_page_index}&gender=Not+Sure"
     )
-    wait_for_element(browser, By.TAG_NAME, "body")
-    page_text = browser.find_element("tag name", "body").text
     start_of_page = (
         current_app.config[KEY_OFFICERS_PER_PAGE]
         * (total // current_app.config[KEY_OFFICERS_PER_PAGE])
         + 1
     )
     expected = f"Showing {start_of_page}-{total} of {total}"
-    assert expected in page_text
+    expect(page.get_by_text(expected).first).to_be_visible()
 
     # check that "Previous" pagination link does not automatically add require_photo parameter
-    previous_link = browser.find_elements(By.CSS_SELECTOR, "li.previous a")[
-        0
-    ].get_attribute("href")
+    previous_link = page.locator("li.previous a").first.get_attribute("href")
     assert "gender" in previous_link
     assert "require_photo" not in previous_link
 
 
 @pytest.mark.xdist_group
 def test_find_officer_can_see_uii_question_for_depts_with_uiis(
-    mockdata, browser, server_port
+    mockdata, page, server_port
 ):
-    browser.get(f"http://localhost:{server_port}/find")
-    wait_for_element(browser, By.TAG_NAME, "body")
+    page.goto(f"http://localhost:{server_port}/find")
 
     dept_with_uii = Department.query.filter(
         Department.unique_internal_identifier_label.is_not(None)
     ).first()
 
-    dept_selector = Select(browser.find_element("id", "dept"))
-    uii_element = browser.find_element("id", "uii-question")
-
-    dept_selector.select_by_value(str(dept_with_uii.id))
-    assert uii_element.is_displayed()
+    page.locator("#dept").select_option(str(dept_with_uii.id))
+    expect(page.locator("#uii-question")).to_be_visible()
 
 
 @pytest.mark.xdist_group
 def test_find_officer_cannot_see_uii_question_for_depts_without_uiis(
-    mockdata, browser, server_port
+    mockdata, page, server_port
 ):
-    browser.get(f"http://localhost:{server_port}/find")
-    wait_for_element(browser, By.TAG_NAME, "body")
+    page.goto(f"http://localhost:{server_port}/find")
 
     dept_without_uii = Department.query.filter_by(
         unique_internal_identifier_label=None
     ).first()
 
-    dept_selector = Select(browser.find_element("id", "dept"))
-    uii_element = browser.find_element("id", "uii-question")
-
-    dept_selector.select_by_value(str(dept_without_uii.id))
-    assert not uii_element.is_displayed()
+    page.locator("#dept").select_option(str(dept_without_uii.id))
+    expect(page.locator("#uii-question")).to_be_hidden()
 
 
 @pytest.mark.xdist_group
 def test_incident_detail_display_read_more_button_for_descriptions_over_cutoff(
-    mockdata, browser, server_port
+    mockdata, page, server_port
 ):
     # Navigate to profile page for officer with short and long incident descriptions
-    browser.get(f"http://localhost:{server_port}/officers/1")
+    page.goto(f"http://localhost:{server_port}/officers/1")
 
     incident_long_description = Incident.query.filter(
         func.length(Incident.description) > DESCRIPTION_CUTOFF
     ).one_or_none()
     incident_id = str(incident_long_description.id)
 
-    result = browser.find_element(By.ID, "description-overflow-row_" + incident_id)
-    scroll_to_element(browser, result)
-    assert result.is_displayed()
+    expect(page.locator("#description-overflow-row_" + incident_id)).to_be_visible()
 
 
 @pytest.mark.xdist_group
 def test_incident_detail_truncate_description_for_descriptions_over_cutoff(
-    mockdata, browser, server_port
+    mockdata, page, server_port
 ):
     # Navigate to profile page for officer with short and long incident descriptions
-    browser.get(f"http://localhost:{server_port}/officers/1")
+    page.goto(f"http://localhost:{server_port}/officers/1")
 
     incident_long_description = Incident.query.filter(
         func.length(Incident.description) > DESCRIPTION_CUTOFF
@@ -221,9 +155,7 @@ def test_incident_detail_truncate_description_for_descriptions_over_cutoff(
     incident_id = str(incident_long_description.id)
 
     # Check that the text is truncated and contains more than just the ellipsis
-    truncated_text = browser.find_element(
-        "id", "incident-description_" + incident_id
-    ).text
+    truncated_text = page.locator("#incident-description_" + incident_id).inner_text()
     assert "…" in truncated_text
     # Include buffer for jinja rendered spaces
     assert DESCRIPTION_CUTOFF + 20 > len(truncated_text) > 100
@@ -231,21 +163,19 @@ def test_incident_detail_truncate_description_for_descriptions_over_cutoff(
 
 @pytest.mark.xdist_group
 def test_incident_detail_do_not_display_read_more_button_for_descriptions_under_cutoff(
-    mockdata, browser, server_port
+    mockdata, page, server_port
 ):
     # Navigate to profile page for officer with short and long incident descriptions
-    browser.get(f"http://localhost:{server_port}/officers/1")
+    page.goto(f"http://localhost:{server_port}/officers/1")
 
     # Select incident for officer that has description under cutoff chars
-    result = browser.find_element(By.ID, "description-overflow-row_1")
-    scroll_to_element(browser, result)
-    assert not result.is_displayed()
+    expect(page.locator("#description-overflow-row_1")).to_be_hidden()
 
 
 @pytest.mark.xdist_group
-def test_click_to_read_more_displays_full_description(mockdata, browser, server_port):
+def test_click_to_read_more_displays_full_description(mockdata, page, server_port):
     # Navigate to profile page for officer with short and long incident descriptions
-    browser.get(f"http://localhost:{server_port}/officers/1")
+    page.goto(f"http://localhost:{server_port}/officers/1")
 
     incident_long_description = Incident.query.filter(
         func.length(Incident.description) > DESCRIPTION_CUTOFF
@@ -253,38 +183,33 @@ def test_click_to_read_more_displays_full_description(mockdata, browser, server_
     original_description = incident_long_description.description.strip()
     incident_id = str(incident_long_description.id)
 
-    button = browser.find_element(By.ID, "description-overflow-button_" + incident_id)
-    scroll_to_element(browser, button)
-    button.click()
+    page.locator("#description-overflow-button_" + incident_id).click()
 
-    description_text = browser.find_element(
-        "id", "incident-description_" + incident_id
-    ).text.strip()
+    description_text = (
+        page.locator("#incident-description_" + incident_id).inner_text().strip()
+    )
     assert len(description_text) == len(original_description)
     assert description_text == original_description
 
 
 @pytest.mark.xdist_group
-def test_click_to_read_more_hides_the_read_more_button(mockdata, browser, server_port):
+def test_click_to_read_more_hides_the_read_more_button(mockdata, page, server_port):
     # Navigate to profile page for officer with short and long incident descriptions
-    browser.get(f"http://localhost:{server_port}/officers/1")
+    page.goto(f"http://localhost:{server_port}/officers/1")
 
     incident_long_description = Incident.query.filter(
         func.length(Incident.description) > DESCRIPTION_CUTOFF
     ).one_or_none()
     incident_id = str(incident_long_description.id)
 
-    button = browser.find_element("id", "description-overflow-button_" + incident_id)
-    scroll_to_element(browser, button)
-    button.click()
+    page.locator("#description-overflow-button_" + incident_id).click()
 
-    buttonRow = browser.find_element("id", "description-overflow-row_" + incident_id)
-    assert not buttonRow.is_displayed()
+    expect(page.locator("#description-overflow-row_" + incident_id)).to_be_hidden()
 
 
 @pytest.mark.xdist_group
-def test_officer_form_has_units_alpha_sorted(browser, server_port, session):
-    login_admin(browser, server_port)
+def test_officer_form_has_units_alpha_sorted(page, server_port, session):
+    login_admin(page, server_port)
 
     # get the units from the DB in the sort we expect
     db_units_sorted = [
@@ -295,21 +220,23 @@ def test_officer_form_has_units_alpha_sorted(browser, server_port, session):
     db_units_sorted.insert(0, "None")
 
     # Check for the Unit sort on the 'add officer' form
-    browser.get(f"http://localhost:{server_port}/officers/new")
-    unit_select = Select(browser.find_element("id", "unit"))
-    select_units_sorted = [x.text for x in unit_select.options]
+    page.goto(f"http://localhost:{server_port}/officers/new")
+    select_units_sorted = page.locator("#unit").evaluate(
+        "select => Array.from(select).map(option => option.label)"
+    )
     assert db_units_sorted == select_units_sorted
 
     # Check for the Unit sort on the 'add assignment' form
-    browser.get(f"http://localhost:{server_port}/officers/1")
-    unit_select = Select(browser.find_element("id", "unit"))
-    select_units_sorted = [x.text for x in unit_select.options]
+    page.goto(f"http://localhost:{server_port}/officers/1")
+    select_units_sorted = page.locator("#unit").evaluate(
+        "select => Array.from(select).map(option => option.label)"
+    )
     assert db_units_sorted == select_units_sorted
 
 
 @pytest.mark.xdist_group
 def test_edit_officer_form_coerces_none_race_or_gender_to_not_sure(
-    browser, server_port, session
+    page, server_port, session
 ):
     # Set NULL race and gender for officer 1
     session.execute(
@@ -317,180 +244,133 @@ def test_edit_officer_form_coerces_none_race_or_gender_to_not_sure(
     )
     session.commit()
 
-    login_admin(browser, server_port)
+    login_admin(page, server_port)
 
     # Navigate to edit officer page for officer having NULL race and gender
-    browser.get(f"http://localhost:{server_port}/officers/1/edit")
+    page.goto(f"http://localhost:{server_port}/officers/1/edit")
 
-    wait_for_element(browser, By.ID, "gender")
-    select = Select(browser.find_element("id", "gender"))
-    selected_option = select.first_selected_option
-    selected_text = selected_option.text
+    select = page.locator("#gender")
+    selected_text = select.evaluate("select => select.selectedOptions[0].label")
     assert selected_text == "Not Sure"
 
-    wait_for_element(browser, By.ID, "race")
-    select = Select(browser.find_element("id", "race"))
-    selected_option = select.first_selected_option
-    selected_text = selected_option.text
+    select = page.locator("#race")
+    selected_text = select.evaluate("select => select.selectedOptions[0].label")
     assert selected_text == "Not Sure"
 
 
 @pytest.mark.xdist_group
-def test_image_classification_and_tagging(mockdata, browser, server_port):
+def test_image_classification_and_tagging(mockdata, page, server_port):
     test_dir = os.path.dirname(os.path.realpath(__file__))
     img_path = os.path.join(test_dir, "images/200Cat.jpeg")
     star_no = 1312
 
-    login_admin(browser, server_port)
+    login_admin(page, server_port)
 
     # 1. Create new department (to avoid mockdata)
-    browser.get(f"http://localhost:{server_port}/departments/new")
-    wait_for_page_load(browser)
-    browser.find_element(By.ID, "name").send_keys("Auburn Police Department")
-    browser.find_element(By.ID, "short_name").send_keys("APD")
-    Select(browser.find_element(By.ID, "state")).select_by_value("WA")
-
-    submit = browser.find_element(By.ID, "submit")
-    scroll_to_element(browser, submit)
-    submit.click()
-
-    wait_for_page_load(browser)
+    page.goto(f"http://localhost:{server_port}/departments/new")
+    page.locator("#name").fill("Auburn Police Department")
+    page.locator("#short_name").fill("APD")
+    page.locator("#state").select_option("WA")
+    page.locator("#submit").click()
 
     # 2. Add a new officer
-    browser.get(f"http://localhost:{server_port}/officers/new")
-    wait_for_page_load(browser)
+    page.goto(f"http://localhost:{server_port}/officers/new")
 
-    dept_select = Select(browser.find_element("id", "department"))
-    dept_select.select_by_visible_text("Auburn Police Department")
-    dept_id = dept_select.first_selected_option.get_attribute("value")
+    dept_select = page.locator("#department")
+    dept_select.select_option(label="Auburn Police Department")
+    dept_id = dept_select.evaluate("select => select.selectedOptions[0].value")
 
-    browser.find_element(By.ID, "first_name").send_keys("Officer")
-    browser.find_element(By.ID, "last_name").send_keys("Friendly")
-    browser.find_element(By.ID, "star_no").send_keys(star_no)
+    page.locator("#first_name").fill("Officer")
+    page.locator("#last_name").fill("Friendly")
+    page.locator("#star_no").fill(str(star_no))
+    page.locator("#submit").click()
 
-    submit = browser.find_element(By.ID, "submit")
-    scroll_to_element(browser, submit)
-    submit.click()
-
-    wait_for_page_load(browser)
     # expected url: http://localhost:{server_port}/submit_officer_images/officer/<id>
-    officer_id = browser.current_url.split("/")[-1]
+    officer_id = page.url.split("/")[-1]
 
     # 3. Submit an image
-    browser.get(f"http://localhost:{server_port}/submit")
-    wait_for_page_load(browser)
-
-    select = browser.find_element("id", "department")
-    scroll_to_element(browser, select)
-    Select(select).select_by_value(dept_id)
-    submit_image_to_dropzone(browser, img_path)
+    page.goto(f"http://localhost:{server_port}/submit")
+    page.locator("#department").select_option(dept_id)
+    submit_image_to_dropzone(page, img_path)
 
     # 4. Classify the uploaded image
-    browser.get(f"http://localhost:{server_port}/sort/departments/{dept_id}")
+    page.goto(f"http://localhost:{server_port}/sort/departments/{dept_id}")
 
     # Check that image loaded correctly: https://stackoverflow.com/a/36296478
-    wait_for_element(browser, By.TAG_NAME, "img")
-    image = browser.find_element(By.TAG_NAME, "img")
-    assert image.get_attribute("complete") == "true"
-    assert int(image.get_attribute("naturalHeight")) > 0
+    image = page.locator("img.img-responsive")
+    assert image.evaluate("image => image.complete") is True
+    assert image.evaluate("image => image.naturalHeight") > 0
 
-    browser.find_element(By.ID, "answer-yes").click()
-
-    wait_for_page_load(browser)
-    page_text = browser.find_element(By.TAG_NAME, "body").text
-    assert "All images have been classified!" in page_text
+    page.locator("#answer-yes").click()
+    expect_banner_with_text(page, "Updated image classification")
+    expect(page.get_by_text("All images have been classified!")).to_be_visible()
 
     # 5. Identify the new officer in the uploaded image
-    browser.get(f"http://localhost:{server_port}/cop_faces/departments/{dept_id}")
-    wait_for_page_load(browser)
-    browser.find_element(By.ID, "star_no").send_keys(star_no)
-    add_face = browser.find_element(
-        By.CSS_SELECTOR, "input[value='Add identified face']"
-    )
-    scroll_to_element(browser, add_face)
-    add_face.click()
+    page.goto(f"http://localhost:{server_port}/cop_faces/departments/{dept_id}")
+    page.locator("#star_no").fill(str(star_no))
+    page.locator("input[value='Add identified face']").click()
 
-    wait_for_page_load(browser)
-    page_text = browser.find_element(By.TAG_NAME, "body").text
-    assert "Tag added to database" in page_text
+    expect_banner_with_text(page, "Tag added to database")
 
     # 6. Log out as admin
-    logout(browser, server_port)
+    logout(page, server_port)
 
     # 7. Check that the tag appears on the officer page
-    browser.get(f"http://localhost:{server_port}/officers/{officer_id}")
-    wait_for_page_load(browser)
-    browser.find_element(By.CSS_SELECTOR, "a > img.officer-face").click()
-
-    wait_for_page_load(browser)
-    image = browser.find_element(By.TAG_NAME, "img")
-    frame = browser.find_element(By.ID, "face-tag-frame")
+    page.goto(f"http://localhost:{server_port}/officers/{officer_id}")
+    page.locator("a > img.officer-face").click()
 
     # 8. Check that the tag frame is fully contained within the image
-    wait_for_element_to_be_visible(browser, By.ID, "face-tag-frame")
-    assert image.location["x"] <= frame.location["x"]
-    assert image.location["y"] <= frame.location["y"]
-    assert (
-        image.location["x"] + image.size["width"]
-        >= frame.location["x"] + frame.size["width"]
-    )
-    assert (
-        image.location["y"] + image.size["height"]
-        >= frame.location["y"] + frame.size["height"]
-    )
-    assert image.location["y"] <= frame.location["y"]
+    page.locator("#face-tag-frame").wait_for(state="visible")
+
+    image_box = page.locator("#face-img").bounding_box()
+    frame_box = page.locator("#face-tag-frame").bounding_box()
+    assert image_box["x"] <= frame_box["x"]
+    assert image_box["y"] <= frame_box["y"]
+    assert image_box["x"] + image_box["width"] >= frame_box["x"] + frame_box["width"]
+    assert image_box["y"] + image_box["height"] >= frame_box["y"] + frame_box["height"]
+    assert image_box["y"] <= frame_box["y"]
 
 
 @pytest.mark.xdist_group
-def test_anonymous_user_can_upload_image(mockdata, browser, server_port):
+def test_anonymous_user_can_upload_image(mockdata, page, server_port):
     test_dir = os.path.dirname(os.path.realpath(__file__))
     img_path = os.path.join(test_dir, "images/200Cat.jpeg")
 
-    login_admin(browser, server_port)
+    login_admin(page, server_port)
 
     # 1. Create new department as admin (to avoid mockdata)
-    browser.get(f"http://localhost:{server_port}/departments/new")
-    wait_for_page_load(browser)
-    browser.find_element(By.ID, "name").send_keys("Auburn Police Department")
-    browser.find_element(By.ID, "short_name").send_keys("APD")
-    Select(browser.find_element(By.ID, "state")).select_by_value("WA")
-
-    submit = browser.find_element(By.ID, "submit")
-    scroll_to_element(browser, submit)
-    submit.click()
-
-    wait_for_page_load(browser)
+    page.goto(f"http://localhost:{server_port}/departments/new")
+    page.locator("#name").fill("Auburn Police Department")
+    page.locator("#short_name").fill("APD")
+    page.locator("#state").select_option("WA")
+    page.locator("#submit").click()
 
     # 2. Log out
-    logout(browser, server_port)
+    logout(page, server_port)
 
     # 3. Upload image
-    browser.get(f"http://localhost:{server_port}/submit")
-    wait_for_page_load(browser)
+    page.goto(f"http://localhost:{server_port}/submit")
 
-    select = browser.find_element(By.ID, "department")
-    dept_select = Select(select)
-    scroll_to_element(browser, select)
-    dept_select.select_by_visible_text("Auburn Police Department")
-    dept_id = dept_select.first_selected_option.get_attribute("value")
+    dept_select = page.locator("#department")
+    dept_select.select_option(label="Auburn Police Department")
+    dept_id = dept_select.evaluate("select => select.selectedOptions[0].value")
 
-    submit_image_to_dropzone(browser, img_path)
+    submit_image_to_dropzone(page, img_path)
 
     # 4. Login as admin again
-    login_admin(browser, server_port)
+    login_admin(page, server_port)
 
     # 5. Check that there is 1 image to classify
-    browser.get(f"http://localhost:{server_port}/sort/departments/{dept_id}")
-    wait_for_page_load(browser)
+    page.goto(f"http://localhost:{server_port}/sort/departments/{dept_id}")
 
-    page_text = browser.find_element(By.TAG_NAME, "body").text
-    assert (
-        "Do you see uniformed law enforcement officers in the photo below?" in page_text
-    )
+    expect(
+        page.get_by_text(
+            "Do you see uniformed law enforcement officers in the photo below?"
+        )
+    ).to_be_visible()
 
-    browser.find_element(By.ID, "answer-yes").click()
-    wait_for_page_load(browser)
+    page.locator("#answer-yes").click()
 
     # 6. All images tagged!
-    page_text = browser.find_element(By.TAG_NAME, "body").text
-    assert "All images have been classified!" in page_text
+    expect_banner_with_text(page, "Updated image classification")
+    expect(page.get_by_text("All images have been classified!")).to_be_visible()
diff --git a/README.md b/README.md
index eb7d1c4d0..86c658205 100644
--- a/README.md
+++ b/README.md
@@ -25,6 +25,12 @@ To re-generate the poetry lock file (if you need to update dependencies in pypro
 1. Run `just lock`
 2. Include the modified `poetry.lock` file in your commit
 
+## Testing
+
+To run tests, run `just test` once your containers are up and running.
+
+We use Playwright for functional testing. If functional tests fail locally, you can find per-test traces in the `build/test-results` directory. In the Lint and Test GitHub action, traces are uploaded as an artifact you can download via the "Upload Artifact" step. Once you have your trace, you can upload it to the [Playwright Trace Viewer](https://trace.playwright.dev/) tool for debugging.
+
 
 ## Deployment
 
diff --git a/docker-compose.dev.yml b/docker-compose.dev.yml
index 495f54fa4..4b0e9e19f 100644
--- a/docker-compose.dev.yml
+++ b/docker-compose.dev.yml
@@ -51,6 +51,7 @@ services:
       - ./poetry.lock:/usr/src/app/poetry.lock
       - ./pyproject.toml:/usr/src/app/pyproject.toml
       - ./OpenOversight:/usr/src/app/OpenOversight
+      - ./build/test-results:/test-results
     ports:
       - "3000:3000"
 
diff --git a/justfile b/justfile
index d9e38ea7c..26e1cc5a2 100644
--- a/justfile
+++ b/justfile
@@ -98,7 +98,7 @@ db +migrateargs:
 
 # Run unit tests in the web container
 test *pytestargs:
-    ENV=testing just run --no-deps web pytest -n auto {{ pytestargs }}
+    just run --no-deps web pytest -n auto {{ pytestargs }}
 
 # Back up the postgres data using loomchild/volume-backup
 backup location:
diff --git a/poetry.lock b/poetry.lock
index 96ae5bcdd..5b6206efa 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -13,13 +13,13 @@ files = [
 
 [[package]]
 name = "alembic"
-version = "1.13.3"
+version = "1.14.1"
 description = "A database migration tool for SQLAlchemy."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "alembic-1.13.3-py3-none-any.whl", hash = "sha256:908e905976d15235fae59c9ac42c4c5b75cfcefe3d27c0fbf7ae15a37715d80e"},
-    {file = "alembic-1.13.3.tar.gz", hash = "sha256:203503117415561e203aa14541740643a611f641517f0209fcae63e9fa09f1a2"},
+    {file = "alembic-1.14.1-py3-none-any.whl", hash = "sha256:1acdd7a3a478e208b0503cd73614d5e4c6efafa4e73518bb60e4f2846a37b1c5"},
+    {file = "alembic-1.14.1.tar.gz", hash = "sha256:496e888245a53adf1498fcab31713a469c65836f8de76e01399aa1c3e90dd213"},
 ]
 
 [package.dependencies]
@@ -28,44 +28,22 @@ SQLAlchemy = ">=1.3.0"
 typing-extensions = ">=4"
 
 [package.extras]
-tz = ["backports.zoneinfo"]
+tz = ["backports.zoneinfo", "tzdata"]
 
 [[package]]
 name = "asttokens"
-version = "2.4.1"
+version = "3.0.0"
 description = "Annotate AST trees with source code positions"
 optional = false
-python-versions = "*"
-files = [
-    {file = "asttokens-2.4.1-py2.py3-none-any.whl", hash = "sha256:051ed49c3dcae8913ea7cd08e46a606dba30b79993209636c4875bc1d637bc24"},
-    {file = "asttokens-2.4.1.tar.gz", hash = "sha256:b03869718ba9a6eb027e134bfdf69f38a236d681c83c160d510768af11254ba0"},
-]
-
-[package.dependencies]
-six = ">=1.12.0"
-
-[package.extras]
-astroid = ["astroid (>=1,<2)", "astroid (>=2,<4)"]
-test = ["astroid (>=1,<2)", "astroid (>=2,<4)", "pytest"]
-
-[[package]]
-name = "attrs"
-version = "24.2.0"
-description = "Classes Without Boilerplate"
-optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "attrs-24.2.0-py3-none-any.whl", hash = "sha256:81921eb96de3191c8258c199618104dd27ac608d9366f5e35d011eae1867ede2"},
-    {file = "attrs-24.2.0.tar.gz", hash = "sha256:5cfb1b9148b5b086569baec03f20d7b6bf3bcacc9a42bebf87ffaaca362f6346"},
+    {file = "asttokens-3.0.0-py3-none-any.whl", hash = "sha256:e3078351a059199dd5138cb1c706e6430c05eff2ff136af5eb4790f9d28932e2"},
+    {file = "asttokens-3.0.0.tar.gz", hash = "sha256:0dcd8baa8d62b0c1d118b399b2ddba3c4aff271d0d7a9e0d4c1681c79035bbc7"},
 ]
 
 [package.extras]
-benchmark = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
-cov = ["cloudpickle", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
-dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
-docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier (<24.7)"]
-tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
-tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"]
+astroid = ["astroid (>=2,<4)"]
+test = ["astroid (>=2,<4)", "pytest", "pytest-cov", "pytest-xdist"]
 
 [[package]]
 name = "authlib"
@@ -83,27 +61,27 @@ cryptography = "*"
 
 [[package]]
 name = "babel"
-version = "2.16.0"
+version = "2.17.0"
 description = "Internationalization utilities"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "babel-2.16.0-py3-none-any.whl", hash = "sha256:368b5b98b37c06b7daf6696391c3240c938b37767d4584413e8438c5c435fa8b"},
-    {file = "babel-2.16.0.tar.gz", hash = "sha256:d1f3554ca26605fe173f3de0c65f750f5a42f924499bf134de6423582298e316"},
+    {file = "babel-2.17.0-py3-none-any.whl", hash = "sha256:4d0b53093fdfb4b21c92b5213dba5a1b23885afa8383709427046b21c366e5f2"},
+    {file = "babel-2.17.0.tar.gz", hash = "sha256:0c54cffb19f690cdcc52a3b50bcbf71e07a808d1c80d549f2459b9d2cf0afb9d"},
 ]
 
 [package.extras]
-dev = ["freezegun (>=1.0,<2.0)", "pytest (>=6.0)", "pytest-cov"]
+dev = ["backports.zoneinfo", "freezegun (>=1.0,<2.0)", "jinja2 (>=3.0)", "pytest (>=6.0)", "pytest-cov", "pytz", "setuptools", "tzdata"]
 
 [[package]]
 name = "blinker"
-version = "1.8.2"
+version = "1.9.0"
 description = "Fast, simple object-to-object and broadcast signaling"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
-    {file = "blinker-1.8.2-py3-none-any.whl", hash = "sha256:1779309f71bf239144b9399d06ae925637cf6634cf6bd131104184531bf67c01"},
-    {file = "blinker-1.8.2.tar.gz", hash = "sha256:8f77b09d3bf7c795e969e9486f39c2c5e9c39d4ee07424be2bc594ece9642d83"},
+    {file = "blinker-1.9.0-py3-none-any.whl", hash = "sha256:ba0efaa9080b619ff2f3459d1d500c57bddea4a6b424b60a91141db6fd2f08bc"},
+    {file = "blinker-1.9.0.tar.gz", hash = "sha256:b4ce2265a7abece45e7cc896e98dbebe6cead56bcf805a3d23136d145f5445bf"},
 ]
 
 [[package]]
@@ -142,13 +120,13 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.35.53"
+version = "1.35.99"
 description = "Low-level, data-driven core of boto 3."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "botocore-1.35.53-py3-none-any.whl", hash = "sha256:12869640f2f9fab3152ea312a6906d5bc6ae15522cc74b6367ee1c273269a28b"},
-    {file = "botocore-1.35.53.tar.gz", hash = "sha256:e610ae076ad1eaed5680d3990493659bbabdffd67b15c61d8373a23e4bc41062"},
+    {file = "botocore-1.35.99-py3-none-any.whl", hash = "sha256:b22d27b6b617fc2d7342090d6129000af2efd20174215948c0d7ae2da0fab445"},
+    {file = "botocore-1.35.99.tar.gz", hash = "sha256:1eab44e969c39c5f3d9a3104a0836c24715579a455f12b3979a31d7cde51b3c3"},
 ]
 
 [package.dependencies]
@@ -345,13 +323,13 @@ files = [
 
 [[package]]
 name = "certifi"
-version = "2024.8.30"
+version = "2025.1.31"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "certifi-2024.8.30-py3-none-any.whl", hash = "sha256:922820b53db7a7257ffbda3f597266d435245903d80737e34f8a45ff3e3230d8"},
-    {file = "certifi-2024.8.30.tar.gz", hash = "sha256:bec941d2aa8195e248a60b31ff9f0558284cf01a52591ceda73ea9afffd69fd9"},
+    {file = "certifi-2025.1.31-py3-none-any.whl", hash = "sha256:ca78db4565a652026a4db2bcdf68f2fb589ea80d0be70e03929ed730746b84fe"},
+    {file = "certifi-2025.1.31.tar.gz", hash = "sha256:3d5da6925056f6f18f119200434a4780a94263f10d1c21d032a6f6b2baa20651"},
 ]
 
 [[package]]
@@ -446,127 +424,114 @@ files = [
 
 [[package]]
 name = "charset-normalizer"
-version = "3.4.0"
+version = "3.4.1"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
-python-versions = ">=3.7.0"
-files = [
-    {file = "charset_normalizer-3.4.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:4f9fc98dad6c2eaa32fc3af1417d95b5e3d08aff968df0cd320066def971f9a6"},
-    {file = "charset_normalizer-3.4.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:0de7b687289d3c1b3e8660d0741874abe7888100efe14bd0f9fd7141bcbda92b"},
-    {file = "charset_normalizer-3.4.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:5ed2e36c3e9b4f21dd9422f6893dec0abf2cca553af509b10cd630f878d3eb99"},
-    {file = "charset_normalizer-3.4.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:40d3ff7fc90b98c637bda91c89d51264a3dcf210cade3a2c6f838c7268d7a4ca"},
-    {file = "charset_normalizer-3.4.0-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:1110e22af8ca26b90bd6364fe4c763329b0ebf1ee213ba32b68c73de5752323d"},
-    {file = "charset_normalizer-3.4.0-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:86f4e8cca779080f66ff4f191a685ced73d2f72d50216f7112185dc02b90b9b7"},
-    {file = "charset_normalizer-3.4.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7f683ddc7eedd742e2889d2bfb96d69573fde1d92fcb811979cdb7165bb9c7d3"},
-    {file = "charset_normalizer-3.4.0-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:27623ba66c183eca01bf9ff833875b459cad267aeeb044477fedac35e19ba907"},
-    {file = "charset_normalizer-3.4.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:f606a1881d2663630ea5b8ce2efe2111740df4b687bd78b34a8131baa007f79b"},
-    {file = "charset_normalizer-3.4.0-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:0b309d1747110feb25d7ed6b01afdec269c647d382c857ef4663bbe6ad95a912"},
-    {file = "charset_normalizer-3.4.0-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:136815f06a3ae311fae551c3df1f998a1ebd01ddd424aa5603a4336997629e95"},
-    {file = "charset_normalizer-3.4.0-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:14215b71a762336254351b00ec720a8e85cada43b987da5a042e4ce3e82bd68e"},
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+    {file = "cryptography-44.0.2.tar.gz", hash = "sha256:c63454aa261a0cf0c5b4718349629793e9e634993538db841165b3df74f37ec0"},
 ]
 
 [package.dependencies]
 cffi = {version = ">=1.12", markers = "platform_python_implementation != \"PyPy\""}
 
 [package.extras]
-docs = ["sphinx (>=5.3.0)", "sphinx-rtd-theme (>=1.1.1)"]
-docstest = ["pyenchant (>=1.6.11)", "readme-renderer", "sphinxcontrib-spelling (>=4.0.1)"]
-nox = ["nox"]
-pep8test = ["check-sdist", "click", "mypy", "ruff"]
-sdist = ["build"]
+docs = ["sphinx (>=5.3.0)", "sphinx-rtd-theme (>=3.0.0)"]
+docstest = ["pyenchant (>=3)", "readme-renderer (>=30.0)", "sphinxcontrib-spelling (>=7.3.1)"]
+nox = ["nox (>=2024.4.15)", "nox[uv] (>=2024.3.2)"]
+pep8test = ["check-sdist", "click (>=8.0.1)", "mypy (>=1.4)", "ruff (>=0.3.6)"]
+sdist = ["build (>=1.0.0)"]
 ssh = ["bcrypt (>=3.1.5)"]
-test = ["certifi", "cryptography-vectors (==43.0.3)", "pretend", "pytest (>=6.2.0)", "pytest-benchmark", "pytest-cov", "pytest-xdist"]
+test = ["certifi (>=2024)", "cryptography-vectors (==44.0.2)", "pretend (>=0.7)", "pytest (>=7.4.0)", "pytest-benchmark (>=4.0)", "pytest-cov (>=2.10.1)", "pytest-xdist (>=3.5.0)"]
 test-randomorder = ["pytest-randomly"]
 
 [[package]]
 name = "decorator"
-version = "5.1.1"
+version = "5.2.1"
 description = "Decorators for Humans"
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.8"
 files = [
-    {file = "decorator-5.1.1-py3-none-any.whl", hash = "sha256:b8c3f85900b9dc423225913c5aace94729fe1fa9763b38939a95226f02d37186"},
-    {file = "decorator-5.1.1.tar.gz", hash = "sha256:637996211036b6385ef91435e4fae22989472f9d571faba8927ba8253acbc330"},
+    {file = "decorator-5.2.1-py3-none-any.whl", hash = "sha256:d316bb415a2d9e2d2b3abcc4084c6502fc09240e292cd76a76afc106a1c8e04a"},
+    {file = "decorator-5.2.1.tar.gz", hash = "sha256:65f266143752f734b0a7cc83c46f4618af75b8c5911b00ccb61d0ac9b6da0360"},
 ]
 
 [[package]]
 name = "deprecated"
-version = "1.2.14"
+version = "1.2.18"
 description = "Python @deprecated decorator to deprecate old python classes, functions or methods."
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
 files = [
-    {file = "Deprecated-1.2.14-py2.py3-none-any.whl", hash = "sha256:6fac8b097794a90302bdbb17b9b815e732d3c4720583ff1b198499d78470466c"},
-    {file = "Deprecated-1.2.14.tar.gz", hash = "sha256:e5323eb936458dccc2582dc6f9c322c852a775a27065ff2b0c4970b9d53d01b3"},
+    {file = "Deprecated-1.2.18-py2.py3-none-any.whl", hash = "sha256:bd5011788200372a32418f888e326a09ff80d0214bd961147cfed01b5c018eec"},
+    {file = "deprecated-1.2.18.tar.gz", hash = "sha256:422b6f6d859da6f2ef57857761bfb392480502a64c3028ca9bbe86085d72115d"},
 ]
 
 [package.dependencies]
 wrapt = ">=1.10,<2"
 
 [package.extras]
-dev = ["PyTest", "PyTest-Cov", "bump2version (<1)", "sphinx (<2)", "tox"]
+dev = ["PyTest", "PyTest-Cov", "bump2version (<1)", "setuptools", "tox"]
 
 [[package]]
 name = "distlib"
@@ -807,13 +781,13 @@ testing = ["hatch", "pre-commit", "pytest", "tox"]
 
 [[package]]
 name = "executing"
-version = "2.1.0"
+version = "2.2.0"
 description = "Get the currently executing AST node of a frame, and other information"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "executing-2.1.0-py2.py3-none-any.whl", hash = "sha256:8d63781349375b5ebccc3142f4b30350c0cd9c79f921cde38be2be4637e98eaf"},
-    {file = "executing-2.1.0.tar.gz", hash = "sha256:8ea27ddd260da8150fa5a708269c4a10e76161e2496ec3e587da9e3c0fe4b9ab"},
+    {file = "executing-2.2.0-py2.py3-none-any.whl", hash = "sha256:11387150cad388d62750327a53d3339fad4888b39a6fe233c3afbb54ecffd3aa"},
+    {file = "executing-2.2.0.tar.gz", hash = "sha256:5d108c028108fe2551d1a7b2e8b713341e2cb4fc0aa7dcf966fa4327a5226755"},
 ]
 
 [package.extras]
@@ -836,18 +810,18 @@ typing-extensions = "*"
 
 [[package]]
 name = "filelock"
-version = "3.16.1"
+version = "3.17.0"
 description = "A platform independent file lock."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
-    {file = "filelock-3.16.1-py3-none-any.whl", hash = "sha256:2082e5703d51fbf98ea75855d9d5527e33d8ff23099bec374a134febee6946b0"},
-    {file = "filelock-3.16.1.tar.gz", hash = "sha256:c249fbfcd5db47e5e2d6d62198e565475ee65e4831e2561c8e313fa7eb961435"},
+    {file = "filelock-3.17.0-py3-none-any.whl", hash = "sha256:533dc2f7ba78dc2f0f531fc6c4940addf7b70a481e269a5a3b93be94ffbe8338"},
+    {file = "filelock-3.17.0.tar.gz", hash = "sha256:ee4e77401ef576ebb38cd7f13b9b28893194acc20a8e68e18730ba9c0e54660e"},
 ]
 
 [package.extras]
-docs = ["furo (>=2024.8.6)", "sphinx (>=8.0.2)", "sphinx-autodoc-typehints (>=2.4.1)"]
-testing = ["covdefaults (>=2.3)", "coverage (>=7.6.1)", "diff-cover (>=9.2)", "pytest (>=8.3.3)", "pytest-asyncio (>=0.24)", "pytest-cov (>=5)", "pytest-mock (>=3.14)", "pytest-timeout (>=2.3.1)", "virtualenv (>=20.26.4)"]
+docs = ["furo (>=2024.8.6)", "sphinx (>=8.1.3)", "sphinx-autodoc-typehints (>=3)"]
+testing = ["covdefaults (>=2.3)", "coverage (>=7.6.10)", "diff-cover (>=9.2.1)", "pytest (>=8.3.4)", "pytest-asyncio (>=0.25.2)", "pytest-cov (>=6)", "pytest-mock (>=3.14)", "pytest-timeout (>=2.3.1)", "virtualenv (>=20.28.1)"]
 typing = ["typing-extensions (>=4.12.2)"]
 
 [[package]]
@@ -1028,13 +1002,13 @@ email = ["email-validator"]
 
 [[package]]
 name = "google-api-core"
-version = "2.22.0"
+version = "2.24.1"
 description = "Google API client core library"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "google_api_core-2.22.0-py3-none-any.whl", hash = "sha256:a6652b6bd51303902494998626653671703c420f6f4c88cfd3f50ed723e9d021"},
-    {file = "google_api_core-2.22.0.tar.gz", hash = "sha256:26f8d76b96477db42b55fd02a33aae4a42ec8b86b98b94969b7333a2c828bf35"},
+    {file = "google_api_core-2.24.1-py3-none-any.whl", hash = "sha256:bc78d608f5a5bf853b80bd70a795f703294de656c096c0968320830a4bc280f1"},
+    {file = "google_api_core-2.24.1.tar.gz", hash = "sha256:f8b36f5456ab0dd99a1b693a40a31d1e7757beea380ad1b38faaf8941eae9d8a"},
 ]
 
 [package.dependencies]
@@ -1073,13 +1047,13 @@ uritemplate = ">=3.0.1,<5"
 
 [[package]]
 name = "google-auth"
-version = "2.35.0"
+version = "2.38.0"
 description = "Google Authentication Library"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "google_auth-2.35.0-py2.py3-none-any.whl", hash = "sha256:25df55f327ef021de8be50bad0dfd4a916ad0de96da86cd05661c9297723ad3f"},
-    {file = "google_auth-2.35.0.tar.gz", hash = "sha256:f4c64ed4e01e8e8b646ef34c018f8bf3338df0c8e37d8b3bba40e7f574a3278a"},
+    {file = "google_auth-2.38.0-py2.py3-none-any.whl", hash = "sha256:e7dae6694313f434a2727bf2906f27ad259bae090d7aa896590d86feec3d9d4a"},
+    {file = "google_auth-2.38.0.tar.gz", hash = "sha256:8285113607d3b80a3f1543b75962447ba8a09fe85783432a784fdeef6ac094c4"},
 ]
 
 [package.dependencies]
@@ -1090,6 +1064,7 @@ rsa = ">=3.1.4,<5"
 [package.extras]
 aiohttp = ["aiohttp (>=3.6.2,<4.0.0.dev0)", "requests (>=2.20.0,<3.0.0.dev0)"]
 enterprise-cert = ["cryptography", "pyopenssl"]
+pyjwt = ["cryptography (>=38.0.3)", "pyjwt (>=2.0)"]
 pyopenssl = ["cryptography (>=38.0.3)", "pyopenssl (>=20.0.0)"]
 reauth = ["pyu2f (>=0.1.5)"]
 requests = ["requests (>=2.20.0,<3.0.0.dev0)"]
@@ -1111,13 +1086,13 @@ httplib2 = ">=0.19.0"
 
 [[package]]
 name = "googleapis-common-protos"
-version = "1.65.0"
+version = "1.68.0"
 description = "Common protobufs used in Google APIs"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "googleapis_common_protos-1.65.0-py2.py3-none-any.whl", hash = "sha256:2972e6c496f435b92590fd54045060867f3fe9be2c82ab148fc8885035479a63"},
-    {file = "googleapis_common_protos-1.65.0.tar.gz", hash = "sha256:334a29d07cddc3aa01dee4988f9afd9b2916ee2ff49d6b757155dc0d197852c0"},
+    {file = "googleapis_common_protos-1.68.0-py2.py3-none-any.whl", hash = "sha256:aaf179b2f81df26dfadac95def3b16a95064c76a5f45f07e4c68a21bb371c4ac"},
+    {file = "googleapis_common_protos-1.68.0.tar.gz", hash = "sha256:95d38161f4f9af0d9423eed8fb7b64ffd2568c3464eb542ff02c5bfa1953ab3c"},
 ]
 
 [package.dependencies]
@@ -1233,17 +1208,6 @@ setproctitle = ["setproctitle"]
 testing = ["coverage", "eventlet", "gevent", "pytest", "pytest-cov"]
 tornado = ["tornado (>=0.2)"]
 
-[[package]]
-name = "h11"
-version = "0.14.0"
-description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "h11-0.14.0-py3-none-any.whl", hash = "sha256:e3fe4ac4b851c468cc8363d500db52c2ead036020723024a109d37346efaa761"},
-    {file = "h11-0.14.0.tar.gz", hash = "sha256:8f19fbbe99e72420ff35c00b27a34cb9937e902a8b810e2c88300c6f0a3b699d"},
-]
-
 [[package]]
 name = "httplib2"
 version = "0.22.0"
@@ -1260,13 +1224,13 @@ pyparsing = {version = ">=2.4.2,<3.0.0 || >3.0.0,<3.0.1 || >3.0.1,<3.0.2 || >3.0
 
 [[package]]
 name = "identify"
-version = "2.6.1"
+version = "2.6.8"
 description = "File identification library for Python"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
-    {file = "identify-2.6.1-py2.py3-none-any.whl", hash = "sha256:53863bcac7caf8d2ed85bd20312ea5dcfc22226800f6d6881f232d861db5a8f0"},
-    {file = "identify-2.6.1.tar.gz", hash = "sha256:91478c5fb7c3aac5ff7bf9b4344f803843dc586832d5f110d672b19aa1984c98"},
+    {file = "identify-2.6.8-py2.py3-none-any.whl", hash = "sha256:83657f0f766a3c8d0eaea16d4ef42494b39b34629a4b3192a9d020d349b3e255"},
+    {file = "identify-2.6.8.tar.gz", hash = "sha256:61491417ea2c0c5c670484fd8abbb34de34cdae1e5f39a73ee65e48e4bb663fc"},
 ]
 
 [package.extras]
@@ -1297,25 +1261,6 @@ files = [
     {file = "imagesize-1.4.1.tar.gz", hash = "sha256:69150444affb9cb0d5cc5a92b3676f0b2fb7cd9ae39e947a5e11a36b4497cd4a"},
 ]
 
-[[package]]
-name = "importlib-resources"
-version = "6.4.5"
-description = "Read resources from Python packages"
-optional = false
-python-versions = ">=3.8"
-files = [
-    {file = "importlib_resources-6.4.5-py3-none-any.whl", hash = "sha256:ac29d5f956f01d5e4bb63102a5a19957f1b9175e45649977264a1416783bb717"},
-    {file = "importlib_resources-6.4.5.tar.gz", hash = "sha256:980862a1d16c9e147a59603677fa2aa5fd82b87f223b6cb870695bcfce830065"},
-]
-
-[package.extras]
-check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
-cover = ["pytest-cov"]
-doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-enabler = ["pytest-enabler (>=2.2)"]
-test = ["jaraco.test (>=5.4)", "pytest (>=6,!=8.1.*)", "zipp (>=3.17)"]
-type = ["pytest-mypy"]
-
 [[package]]
 name = "iniconfig"
 version = "2.0.0"
@@ -1329,13 +1274,13 @@ files = [
 
 [[package]]
 name = "ipython"
-version = "8.30.0"
+version = "8.33.0"
 description = "IPython: Productive Interactive Computing"
 optional = false
 python-versions = ">=3.10"
 files = [
-    {file = "ipython-8.30.0-py3-none-any.whl", hash = "sha256:85ec56a7e20f6c38fce7727dcca699ae4ffc85985aa7b23635a8008f918ae321"},
-    {file = "ipython-8.30.0.tar.gz", hash = "sha256:cb0a405a306d2995a5cbb9901894d240784a9f341394c6ba3f4fe8c6eb89ff6e"},
+    {file = "ipython-8.33.0-py3-none-any.whl", hash = "sha256:aa5b301dfe1eaf0167ff3238a6825f810a029c9dad9d3f1597f30bd5ff65cc44"},
+    {file = "ipython-8.33.0.tar.gz", hash = "sha256:4c3e36a6dfa9e8e3702bd46f3df668624c975a22ff340e96ea7277afbd76217d"},
 ]
 
 [package.dependencies]
@@ -1376,22 +1321,22 @@ files = [
 
 [[package]]
 name = "jedi"
-version = "0.19.1"
+version = "0.19.2"
 description = "An autocompletion tool for Python that can be used for text editors."
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "jedi-0.19.1-py2.py3-none-any.whl", hash = "sha256:e983c654fe5c02867aef4cdfce5a2fbb4a50adc0af145f70504238f18ef5e7e0"},
-    {file = "jedi-0.19.1.tar.gz", hash = "sha256:cf0496f3651bc65d7174ac1b7d043eff454892c708a87d1b683e57b569927ffd"},
+    {file = "jedi-0.19.2-py2.py3-none-any.whl", hash = "sha256:a8ef22bde8490f57fe5c7681a3c83cb58874daf72b4784de3cce5b6ef6edb5b9"},
+    {file = "jedi-0.19.2.tar.gz", hash = "sha256:4770dc3de41bde3966b02eb84fbcf557fb33cce26ad23da12c742fb50ecb11f0"},
 ]
 
 [package.dependencies]
-parso = ">=0.8.3,<0.9.0"
+parso = ">=0.8.4,<0.9.0"
 
 [package.extras]
 docs = ["Jinja2 (==2.11.3)", "MarkupSafe (==1.1.1)", "Pygments (==2.8.1)", "alabaster (==0.7.12)", "babel (==2.9.1)", "chardet (==4.0.0)", "commonmark (==0.8.1)", "docutils (==0.17.1)", "future (==0.18.2)", "idna (==2.10)", "imagesize (==1.2.0)", "mock (==1.0.1)", "packaging (==20.9)", "pyparsing (==2.4.7)", "pytz (==2021.1)", "readthedocs-sphinx-ext (==2.1.4)", "recommonmark (==0.5.0)", "requests (==2.25.1)", "six (==1.15.0)", "snowballstemmer (==2.1.0)", "sphinx (==1.8.5)", "sphinx-rtd-theme (==0.4.3)", "sphinxcontrib-serializinghtml (==1.1.4)", "sphinxcontrib-websupport (==1.2.4)", "urllib3 (==1.26.4)"]
 qa = ["flake8 (==5.0.4)", "mypy (==0.971)", "types-setuptools (==67.2.0.1)"]
-testing = ["Django", "attrs", "colorama", "docopt", "pytest (<7.0.0)"]
+testing = ["Django", "attrs", "colorama", "docopt", "pytest (<9.0.0)"]
 
 [[package]]
 name = "jellyfish"
@@ -1461,13 +1406,13 @@ files = [
 
 [[package]]
 name = "jinja2"
-version = "3.1.4"
+version = "3.1.5"
 description = "A very fast and expressive template engine."
 optional = false
 python-versions = ">=3.7"
 files = [
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 description = "A super-fast templating language that borrows the best ideas from the existing templating languages."
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 python-versions = ">=3.8"
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 [[package]]
@@ -1874,29 +1820,15 @@ files = [
 [package.extras]
 dev = ["black", "mypy", "pytest"]
 
-[[package]]
-name = "outcome"
-version = "1.3.0.post0"
-description = "Capture the outcome of Python function calls."
-optional = false
-python-versions = ">=3.7"
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-]
-
-[package.dependencies]
-attrs = ">=19.2.0"
-
 [[package]]
 name = "packaging"
-version = "24.1"
+version = "24.2"
 description = "Core utilities for Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [[package]]
@@ -2112,6 +2044,26 @@ docs = ["furo (>=2024.8.6)", "proselint (>=0.14)", "sphinx (>=8.0.2)", "sphinx-a
 test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=8.3.2)", "pytest-cov (>=5)", "pytest-mock (>=3.14)"]
 type = ["mypy (>=1.11.2)"]
 
+[[package]]
+name = "playwright"
+version = "1.50.0"
+description = "A high-level API to automate web browsers"
+optional = false
+python-versions = ">=3.9"
+files = [
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+[package.dependencies]
+greenlet = ">=3.1.1,<4.0.0"
+pyee = ">=12,<13"
+
 [[package]]
 name = "pluggy"
 version = "1.5.0"
@@ -2147,13 +2099,13 @@ virtualenv = ">=20.10.0"
 
 [[package]]
 name = "prompt-toolkit"
-version = "3.0.48"
+version = "3.0.50"
 description = "Library for building powerful interactive command lines in Python"
 optional = false
-python-versions = ">=3.7.0"
+python-versions = ">=3.8.0"
 files = [
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 ]
 
 [package.dependencies]
@@ -2161,13 +2113,13 @@ wcwidth = "*"
 
 [[package]]
 name = "proto-plus"
-version = "1.25.0"
-description = "Beautiful, Pythonic protocol buffers."
+version = "1.26.0"
+description = "Beautiful, Pythonic protocol buffers"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -2178,22 +2130,22 @@ testing = ["google-api-core (>=1.31.5)"]
 
 [[package]]
 name = "protobuf"
-version = "5.28.3"
+version = "5.29.3"
 description = ""
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [[package]]
@@ -2349,6 +2301,23 @@ files = [
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 ]
 
+[[package]]
+name = "pyee"
+version = "12.1.1"
+description = "A rough port of Node.js's EventEmitter to Python with a few tricks of its own"
+optional = false
+python-versions = ">=3.8"
+files = [
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+]
+
+[package.dependencies]
+typing-extensions = "*"
+
+[package.extras]
+dev = ["black", "build", "flake8", "flake8-black", "isort", "jupyter-console", "mkdocs", "mkdocs-include-markdown-plugin", "mkdocstrings[python]", "pytest", "pytest-asyncio", "pytest-trio", "sphinx", "toml", "tox", "trio", "trio", "trio-typing", "twine", "twisted", "validate-pyproject[all]"]
+
 [[package]]
 name = "pyflakes"
 version = "3.2.0"
@@ -2362,13 +2331,13 @@ files = [
 
 [[package]]
 name = "pygments"
-version = "2.18.0"
+version = "2.19.1"
 description = "Pygments is a syntax highlighting package written in Python."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
@@ -2376,30 +2345,18 @@ windows-terminal = ["colorama (>=0.4.6)"]
 
 [[package]]
 name = "pyparsing"
-version = "3.2.0"
+version = "3.2.1"
 description = "pyparsing module - Classes and methods to define and execute parsing grammars"
 optional = false
 python-versions = ">=3.9"
 files = [
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 ]
 
 [package.extras]
 diagrams = ["jinja2", "railroad-diagrams"]
 
-[[package]]
-name = "pysocks"
-version = "1.7.1"
-description = "A Python SOCKS client module. See https://github.com/Anorov/PySocks for more information."
-optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
-files = [
-    {file = "PySocks-1.7.1-py27-none-any.whl", hash = "sha256:08e69f092cc6dbe92a0fdd16eeb9b9ffbc13cadfe5ca4c7bd92ffb078b293299"},
-    {file = "PySocks-1.7.1-py3-none-any.whl", hash = "sha256:2725bd0a9925919b9b51739eea5f9e2bae91e83288108a9ad338b2e3a4435ee5"},
-    {file = "PySocks-1.7.1.tar.gz", hash = "sha256:3f8804571ebe159c380ac6de37643bb4685970655d3bba243530d6558b799aa0"},
-]
-
 [[package]]
 name = "pytest"
 version = "8.3.4"
@@ -2420,6 +2377,24 @@ pluggy = ">=1.5,<2"
 [package.extras]
 dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"]
 
+[[package]]
+name = "pytest-base-url"
+version = "2.1.0"
+description = "pytest plugin for URL based testing"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "pytest_base_url-2.1.0-py3-none-any.whl", hash = "sha256:3ad15611778764d451927b2a53240c1a7a591b521ea44cebfe45849d2d2812e6"},
+    {file = "pytest_base_url-2.1.0.tar.gz", hash = "sha256:02748589a54f9e63fcbe62301d6b0496da0d10231b753e950c63e03aee745d45"},
+]
+
+[package.dependencies]
+pytest = ">=7.0.0"
+requests = ">=2.9"
+
+[package.extras]
+test = ["black (>=22.1.0)", "flake8 (>=4.0.1)", "pre-commit (>=2.17.0)", "pytest-localserver (>=0.7.1)", "tox (>=3.24.5)"]
+
 [[package]]
 name = "pytest-cov"
 version = "6.0.0"
@@ -2440,20 +2415,20 @@ testing = ["fields", "hunter", "process-tests", "pytest-xdist", "virtualenv"]
 
 [[package]]
 name = "pytest-env"
-version = "1.0.1"
-description = "py.test plugin that allows you to add environment variables."
+version = "1.1.5"
+description = "pytest plugin that allows you to add environment variables."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "pytest_env-1.0.1-py3-none-any.whl", hash = "sha256:e8faf927c6fcdbbc8fe3317506acc116713c9708d01652a0fd945f9ae27b71aa"},
-    {file = "pytest_env-1.0.1.tar.gz", hash = "sha256:603fe216e8e03a5d134989cb41317c59aabef013d2250c71b864ab0798fbe6f6"},
+    {file = "pytest_env-1.1.5-py3-none-any.whl", hash = "sha256:ce90cf8772878515c24b31cd97c7fa1f4481cd68d588419fd45f10ecaee6bc30"},
+    {file = "pytest_env-1.1.5.tar.gz", hash = "sha256:91209840aa0e43385073ac464a554ad2947cc2fd663a9debf88d03b01e0cc1cf"},
 ]
 
 [package.dependencies]
-pytest = ">=7.3.1"
+pytest = ">=8.3.3"
 
 [package.extras]
-test = ["coverage (>=7.2.7)", "pytest-mock (>=3.10)"]
+testing = ["covdefaults (>=2.3)", "coverage (>=7.6.1)", "pytest-mock (>=3.14)"]
 
 [[package]]
 name = "pytest-flake8"
@@ -2478,6 +2453,23 @@ enabler = ["pytest-enabler (>=2.2)"]
 test = ["pytest (>=6,!=8.1.*)"]
 type = ["pytest-mypy"]
 
+[[package]]
+name = "pytest-playwright"
+version = "0.7.0"
+description = "A pytest wrapper with fixtures for Playwright to automate web browsers"
+optional = false
+python-versions = ">=3.9"
+files = [
+    {file = "pytest_playwright-0.7.0-py3-none-any.whl", hash = "sha256:2516d0871fa606634bfe32afbcc0342d68da2dbff97fe3459849e9c428486da2"},
+    {file = "pytest_playwright-0.7.0.tar.gz", hash = "sha256:b3f2ea514bbead96d26376fac182f68dcd6571e7cb41680a89ff1673c05d60b6"},
+]
+
+[package.dependencies]
+playwright = ">=1.18"
+pytest = ">=6.2.4,<9.0.0"
+pytest-base-url = ">=1.0.0,<3.0.0"
+python-slugify = ">=6.0.0,<9.0.0"
+
 [[package]]
 name = "pytest-sugar"
 version = "1.0.0"
@@ -2532,28 +2524,31 @@ files = [
 six = ">=1.5"
 
 [[package]]
-name = "python-dotenv"
-version = "1.0.1"
-description = "Read key-value pairs from a .env file and set them as environment variables"
+name = "python-slugify"
+version = "8.0.4"
+description = "A Python slugify application that also handles Unicode"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.7"
 files = [
-    {file = "python-dotenv-1.0.1.tar.gz", hash = "sha256:e324ee90a023d808f1959c46bcbc04446a10ced277783dc6ee09987c37ec10ca"},
-    {file = "python_dotenv-1.0.1-py3-none-any.whl", hash = "sha256:f7b63ef50f1b690dddf550d03497b66d609393b40b564ed0d674909a68ebf16a"},
+    {file = "python-slugify-8.0.4.tar.gz", hash = "sha256:59202371d1d05b54a9e7720c5e038f928f45daaffe41dd10822f3907b937c856"},
+    {file = "python_slugify-8.0.4-py2.py3-none-any.whl", hash = "sha256:276540b79961052b66b7d116620b36518847f52d5fd9e3a70164fc8c50faa6b8"},
 ]
 
+[package.dependencies]
+text-unidecode = ">=1.3"
+
 [package.extras]
-cli = ["click (>=5.0)"]
+unidecode = ["Unidecode (>=1.1.1)"]
 
 [[package]]
 name = "pytz"
-version = "2024.2"
+version = "2025.1"
 description = "World timezone definitions, modern and historical"
 optional = false
 python-versions = "*"
 files = [
-    {file = "pytz-2024.2-py2.py3-none-any.whl", hash = "sha256:31c7c1817eb7fae7ca4b8c7ee50c72f93aa2dd863de768e1ef4245d426aa0725"},
-    {file = "pytz-2024.2.tar.gz", hash = "sha256:2aa355083c50a0f93fa581709deac0c9ad65cca8a9e9beac660adcbd493c798a"},
+    {file = "pytz-2025.1-py2.py3-none-any.whl", hash = "sha256:89dd22dca55b46eac6eda23b2d72721bf1bdfef212645d81513ef5d03038de57"},
+    {file = "pytz-2025.1.tar.gz", hash = "sha256:c2db42be2a2518b28e65f9207c4d05e6ff547d1efa4086469ef855e4ab70178e"},
 ]
 
 [[package]]
@@ -2641,13 +2636,13 @@ use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 
 [[package]]
 name = "rich"
-version = "13.9.3"
+version = "13.9.4"
 description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
 optional = false
 python-versions = ">=3.8.0"
 files = [
-    {file = "rich-13.9.3-py3-none-any.whl", hash = "sha256:9836f5096eb2172c9e77df411c1b009bace4193d6a481d534fea75ebba758283"},
-    {file = "rich-13.9.3.tar.gz", hash = "sha256:bc1e01b899537598cf02579d2b9f4a415104d3fc439313a7a2c165d76557a08e"},
+    {file = "rich-13.9.4-py3-none-any.whl", hash = "sha256:6049d5e6ec054bf2779ab3358186963bac2ea89175919d699e378b99738c2a90"},
+    {file = "rich-13.9.4.tar.gz", hash = "sha256:439594978a49a09530cff7ebc4b5c7103ef57baf48d5ea3184f21d9a2befa098"},
 ]
 
 [package.dependencies]
@@ -2673,13 +2668,13 @@ pyasn1 = ">=0.1.3"
 
 [[package]]
 name = "s3transfer"
-version = "0.10.3"
+version = "0.10.4"
 description = "An Amazon S3 Transfer Manager"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "s3transfer-0.10.3-py3-none-any.whl", hash = "sha256:263ed587a5803c6c708d3ce44dc4dfedaab4c1a32e8329bab818933d79ddcf5d"},
-    {file = "s3transfer-0.10.3.tar.gz", hash = "sha256:4f50ed74ab84d474ce614475e0b8d5047ff080810aac5d01ea25231cfc944b0c"},
+    {file = "s3transfer-0.10.4-py3-none-any.whl", hash = "sha256:244a76a24355363a68164241438de1b72f8781664920260c48465896b712a41e"},
+    {file = "s3transfer-0.10.4.tar.gz", hash = "sha256:29edc09801743c21eb5ecbc617a152df41d3c287f67b615f73e5f750583666a7"},
 ]
 
 [package.dependencies]
@@ -2688,45 +2683,15 @@ botocore = ">=1.33.2,<2.0a.0"
 [package.extras]
 crt = ["botocore[crt] (>=1.33.2,<2.0a.0)"]
 
-[[package]]
-name = "selenium"
-version = "4.28.1"
-description = "Official Python bindings for Selenium WebDriver"
-optional = false
-python-versions = ">=3.9"
-files = [
-    {file = "selenium-4.28.1-py3-none-any.whl", hash = "sha256:4238847e45e24e4472cfcf3554427512c7aab9443396435b1623ef406fff1cc1"},
-    {file = "selenium-4.28.1.tar.gz", hash = "sha256:0072d08670d7ec32db901bd0107695a330cecac9f196e3afb3fa8163026e022a"},
-]
-
-[package.dependencies]
-certifi = ">=2021.10.8"
-trio = ">=0.17,<1.0"
-trio-websocket = ">=0.9,<1.0"
-typing_extensions = ">=4.9,<5.0"
-urllib3 = {version = ">=1.26,<3", extras = ["socks"]}
-websocket-client = ">=1.8,<2.0"
-
 [[package]]
 name = "six"
-version = "1.16.0"
+version = "1.17.0"
 description = "Python 2 and 3 compatibility utilities"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
-files = [
-    {file = "six-1.16.0-py2.py3-none-any.whl", hash = "sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254"},
-    {file = "six-1.16.0.tar.gz", hash = "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926"},
-]
-
-[[package]]
-name = "sniffio"
-version = "1.3.1"
-description = "Sniff out which async library your code is running under"
-optional = false
-python-versions = ">=3.7"
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
 files = [
-    {file = "sniffio-1.3.1-py3-none-any.whl", hash = "sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2"},
-    {file = "sniffio-1.3.1.tar.gz", hash = "sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc"},
+    {file = "six-1.17.0-py2.py3-none-any.whl", hash = "sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274"},
+    {file = "six-1.17.0.tar.gz", hash = "sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81"},
 ]
 
 [[package]]
@@ -2740,17 +2705,6 @@ files = [
     {file = "snowballstemmer-2.2.0.tar.gz", hash = "sha256:09b16deb8547d3412ad7b590689584cd0fe25ec8db3be37788be3810cbf19cb1"},
 ]
 
-[[package]]
-name = "sortedcontainers"
-version = "2.4.0"
-description = "Sorted Containers -- Sorted List, Sorted Dict, Sorted Set"
-optional = false
-python-versions = "*"
-files = [
-    {file = "sortedcontainers-2.4.0-py2.py3-none-any.whl", hash = "sha256:a163dcaede0f1c021485e957a39245190e74249897e2ae4b2aa38595db237ee0"},
-    {file = "sortedcontainers-2.4.0.tar.gz", hash = "sha256:25caa5a06cc30b6b83d11423433f65d1f9d76c4c6a0c90e3379eaa43b9bfdb88"},
-]
-
 [[package]]
 name = "sphinx"
 version = "7.3.7"
@@ -3018,24 +2972,35 @@ files = [
 [package.extras]
 tests = ["pytest", "pytest-cov"]
 
+[[package]]
+name = "text-unidecode"
+version = "1.3"
+description = "The most basic Text::Unidecode port"
+optional = false
+python-versions = "*"
+files = [
+    {file = "text-unidecode-1.3.tar.gz", hash = "sha256:bad6603bb14d279193107714b288be206cac565dfa49aa5b105294dd5c4aab93"},
+    {file = "text_unidecode-1.3-py2.py3-none-any.whl", hash = "sha256:1311f10e8b895935241623731c2ba64f4c455287888b18189350b67134a822e8"},
+]
+
 [[package]]
 name = "tornado"
-version = "6.4.1"
+version = "6.4.2"
 description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "tornado-6.4.1-cp38-abi3-macosx_10_9_universal2.whl", hash = "sha256:163b0aafc8e23d8cdc3c9dfb24c5368af84a81e3364745ccb4427669bf84aec8"},
-    {file = "tornado-6.4.1-cp38-abi3-macosx_10_9_x86_64.whl", hash = "sha256:6d5ce3437e18a2b66fbadb183c1d3364fb03f2be71299e7d10dbeeb69f4b2a14"},
-    {file = "tornado-6.4.1-cp38-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e2e20b9113cd7293f164dc46fffb13535266e713cdb87bd2d15ddb336e96cfc4"},
-    {file = "tornado-6.4.1-cp38-abi3-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:8ae50a504a740365267b2a8d1a90c9fbc86b780a39170feca9bcc1787ff80842"},
-    {file = "tornado-6.4.1-cp38-abi3-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:613bf4ddf5c7a95509218b149b555621497a6cc0d46ac341b30bd9ec19eac7f3"},
-    {file = "tornado-6.4.1-cp38-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:25486eb223babe3eed4b8aecbac33b37e3dd6d776bc730ca14e1bf93888b979f"},
-    {file = "tornado-6.4.1-cp38-abi3-musllinux_1_2_i686.whl", hash = "sha256:454db8a7ecfcf2ff6042dde58404164d969b6f5d58b926da15e6b23817950fc4"},
-    {file = "tornado-6.4.1-cp38-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:a02a08cc7a9314b006f653ce40483b9b3c12cda222d6a46d4ac63bb6c9057698"},
-    {file = "tornado-6.4.1-cp38-abi3-win32.whl", hash = "sha256:d9a566c40b89757c9aa8e6f032bcdb8ca8795d7c1a9762910c722b1635c9de4d"},
-    {file = "tornado-6.4.1-cp38-abi3-win_amd64.whl", hash = "sha256:b24b8982ed444378d7f21d563f4180a2de31ced9d8d84443907a0a64da2072e7"},
-    {file = "tornado-6.4.1.tar.gz", hash = "sha256:92d3ab53183d8c50f8204a51e6f91d18a15d5ef261e84d452800d4ff6fc504e9"},
+    {file = "tornado-6.4.2-cp38-abi3-macosx_10_9_universal2.whl", hash = "sha256:e828cce1123e9e44ae2a50a9de3055497ab1d0aeb440c5ac23064d9e44880da1"},
+    {file = "tornado-6.4.2-cp38-abi3-macosx_10_9_x86_64.whl", hash = "sha256:072ce12ada169c5b00b7d92a99ba089447ccc993ea2143c9ede887e0937aa803"},
+    {file = "tornado-6.4.2-cp38-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1a017d239bd1bb0919f72af256a970624241f070496635784d9bf0db640d3fec"},
+    {file = "tornado-6.4.2-cp38-abi3-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:c36e62ce8f63409301537222faffcef7dfc5284f27eec227389f2ad11b09d946"},
+    {file = "tornado-6.4.2-cp38-abi3-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:bca9eb02196e789c9cb5c3c7c0f04fb447dc2adffd95265b2c7223a8a615ccbf"},
+    {file = "tornado-6.4.2-cp38-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:304463bd0772442ff4d0f5149c6f1c2135a1fae045adf070821c6cdc76980634"},
+    {file = "tornado-6.4.2-cp38-abi3-musllinux_1_2_i686.whl", hash = "sha256:c82c46813ba483a385ab2a99caeaedf92585a1f90defb5693351fa7e4ea0bf73"},
+    {file = "tornado-6.4.2-cp38-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:932d195ca9015956fa502c6b56af9eb06106140d844a335590c1ec7f5277d10c"},
+    {file = "tornado-6.4.2-cp38-abi3-win32.whl", hash = "sha256:2876cef82e6c5978fde1e0d5b1f919d756968d5b4282418f3146b79b58556482"},
+    {file = "tornado-6.4.2-cp38-abi3-win_amd64.whl", hash = "sha256:908b71bf3ff37d81073356a5fadcc660eb10c1476ee6e2725588626ce7e5ca38"},
+    {file = "tornado-6.4.2.tar.gz", hash = "sha256:92bad5b4746e9879fd7bf1eb21dce4e3fc5128d71601f80005afa39237ad620b"},
 ]
 
 [[package]]
@@ -3053,40 +3018,6 @@ files = [
 docs = ["myst-parser", "pydata-sphinx-theme", "sphinx"]
 test = ["argcomplete (>=3.0.3)", "mypy (>=1.7.0)", "pre-commit", "pytest (>=7.0,<8.2)", "pytest-mock", "pytest-mypy-testing"]
 
-[[package]]
-name = "trio"
-version = "0.27.0"
-description = "A friendly Python library for async concurrency and I/O"
-optional = false
-python-versions = ">=3.8"
-files = [
-    {file = "trio-0.27.0-py3-none-any.whl", hash = "sha256:68eabbcf8f457d925df62da780eff15ff5dc68fd6b367e2dde59f7aaf2a0b884"},
-    {file = "trio-0.27.0.tar.gz", hash = "sha256:1dcc95ab1726b2da054afea8fd761af74bad79bd52381b84eae408e983c76831"},
-]
-
-[package.dependencies]
-attrs = ">=23.2.0"
-cffi = {version = ">=1.14", markers = "os_name == \"nt\" and implementation_name != \"pypy\""}
-idna = "*"
-outcome = "*"
-sniffio = ">=1.3.0"
-sortedcontainers = "*"
-
-[[package]]
-name = "trio-websocket"
-version = "0.11.1"
-description = "WebSocket library for Trio"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "trio-websocket-0.11.1.tar.gz", hash = "sha256:18c11793647703c158b1f6e62de638acada927344d534e3c7628eedcb746839f"},
-    {file = "trio_websocket-0.11.1-py3-none-any.whl", hash = "sha256:520d046b0d030cf970b8b2b2e00c4c2245b3807853ecd44214acd33d74581638"},
-]
-
-[package.dependencies]
-trio = ">=0.11"
-wsproto = ">=0.14"
-
 [[package]]
 name = "typing-extensions"
 version = "4.12.2"
@@ -3100,13 +3031,13 @@ files = [
 
 [[package]]
 name = "tzdata"
-version = "2024.2"
+version = "2025.1"
 description = "Provider of IANA time zone data"
 optional = false
 python-versions = ">=2"
 files = [
-    {file = "tzdata-2024.2-py2.py3-none-any.whl", hash = "sha256:a48093786cdcde33cad18c2555e8532f34422074448fbc874186f0abd79565cd"},
-    {file = "tzdata-2024.2.tar.gz", hash = "sha256:7d85cc416e9382e69095b7bdf4afd9e3880418a2413feec7069d533d6b4e31cc"},
+    {file = "tzdata-2025.1-py2.py3-none-any.whl", hash = "sha256:7e127113816800496f027041c570f50bcd464a020098a3b6b199517772303639"},
+    {file = "tzdata-2025.1.tar.gz", hash = "sha256:24894909e88cdb28bd1636c6887801df64cb485bd593f2fd83ef29075a81d694"},
 ]
 
 [[package]]
@@ -3122,18 +3053,15 @@ files = [
 
 [[package]]
 name = "urllib3"
-version = "2.2.3"
+version = "2.3.0"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
-python-versions = ">=3.8"
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-
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+version = "20.29.2"
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-test = ["websockets"]
-
 [[package]]
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+]
 
 [[package]]
 name = "wtforms"
@@ -3361,4 +3252,4 @@ WTForms = ">=1.0.5"
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.12"
-content-hash = "19b1f9faaeb2074a139d49b364aba74d92c67647a004f039ee26b6d9a2f23981"
+content-hash = "1bdf17a1736baf6c58f82f93a59549ea148ba380452f613c96275af0046bd79d"
diff --git a/pyproject.toml b/pyproject.toml
index 5b5084a4d..66ad66adb 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -43,14 +43,21 @@ pandas = "^2.2.1"
 pre-commit = "4.0.1"
 pytest = "8.3.4"
 pytest-cov = "6.0.0"
-pytest-env = "1.0.1"
+pytest-env = "1.1.5"
 pytest-flake8 = "1.3.0"
+pytest-playwright = "0.7.0"
 pytest-sugar = "1.0.0"
 pytest-xdist = "3.2.1"
-selenium = "4.28.1"
 sphinx = "7.3.7"
 sphinx-autobuild = "2024.2.4"
-webdriver-manager = "4.0.2"
+
+[tool.pytest.ini_options]
+addopts = "--dist=loadgroup --tracing=retain-on-failure --output=/test-results"
+cache_dir = "/tmp"
+
+[tool.pytest_env]
+ENV="testing"
+FLASK_APP="OpenOversight/app:app"
 
 [build-system]
 requires = ["poetry-core"]