diff --git a/README.md b/README.md
index 48c32c0..d21e078 100644
--- a/README.md
+++ b/README.md
@@ -63,8 +63,8 @@ Embedded from [`docs/scenario-matrix.md`](docs/scenario-matrix.md), generated by
 | UI-DRAGDROP-002 | P1 | Drag box B over box A | ✅ | ✅ | — |
 | UI-DRAGDROP-003 | P1 | Drag boxes in both directions | ✅ | ✅ | — |
 | UI-DROPDOWN-001 | P0 | Dropdown options can be selected | ✅ | ✅ | ✅ |
-| UI-DYNCONTENT-001 | P1 | Dynamic content changes on reload | ✅ | — | — |
-| UI-DYNCONTENT-002 | P1 | Dynamic content partially changes on reload | ✅ | — | — |
+| UI-DYNCONTENT-001 | P2 | Dynamic content changes on reload | ✅ | ✅ | — |
+| UI-DYNCONTENT-002 | P2 | Dynamic content partially changes on reload | ✅ | ✅ | — |
 | UI-DYNCTRL-001 | P0 | Dynamic controls remove and add a checkbox | ✅ | ✅ | ✅ |
 | UI-DYNCTRL-002 | P0 | Dynamic controls checkbox toggles | ✅ | ✅ | ✅ |
 | UI-DYNCTRL-003 | P0 | Dynamic controls enable and disable a textbox | ✅ | ✅ | ✅ |
@@ -93,6 +93,14 @@ Embedded from [`docs/scenario-matrix.md`](docs/scenario-matrix.md), generated by
 | UI-INFINITE-001 | P1 | Infinite scroll loads additional content on demand | — | ✅ | — |
 | UI-CHALLENGING-001 | P1 | Challenging DOM is asserted without dynamic identifiers | — | ✅ | — |
 | UI-SLIDER-001 | P1 | Horizontal slider moves by keyboard increments | — | ✅ | — |
+| UI-DISAPPEAR-001 | P2 | Disappearing elements keep a stable core menu | — | ✅ | — |
+| UI-ENTRYAD-001 | P2 | Entry ad modal can be observed and closed | — | ✅ | — |
+| UI-EXITINTENT-001 | P2 | Exit intent modal opens on desktop mouse leave | — | ✅ | — |
+| UI-TYPOS-001 | P2 | Typos page demonstrates nondeterministic copy | — | ✅ | — |
+| UI-SHIFTING-001 | P2 | Shifting content demonstrates randomized layout | — | ✅ | — |
+| UI-LARGEDOM-001 | P2 | Large and deep DOM supports targeted traversal | — | ✅ | — |
+| UI-JQUERYUI-001 | P2 | JQuery UI menu exposes nested desktop options | — | ✅ | — |
+| UI-ABTEST-001 | P2 | A/B testing page allows either experiment variant | — | ✅ | — |
 
 ## 6. Learning paths
 
diff --git a/docs/flakiness-guide.md b/docs/flakiness-guide.md
new file mode 100644
index 0000000..f40d7dd
--- /dev/null
+++ b/docs/flakiness-guide.md
@@ -0,0 +1,36 @@
+# Flakiness guide
+
+The flake lab is a deliberately isolated TypeScript Playwright slice for studying unstable UI patterns without weakening normal gates.
+
+## Tags
+
+- `@flaky-demo` marks examples that are safe to study locally but excluded from PR gates and nightly by default.
+- `@not-ci` marks examples that are unsuitable for scheduled automation and should stay local/manual only.
+- `@desktop` keeps mouse-only behavior out of mobile-emulation projects.
+
+## Local commands
+
+```bash
+cd stacks/ts-playwright
+THE_INTERNET_BASE_URL=http://localhost:7080 npm run test:flake-lab
+```
+
+Run `@not-ci` examples only when you are deliberately investigating the interaction:
+
+```bash
+cd stacks/ts-playwright
+THE_INTERNET_BASE_URL=http://localhost:7080 npx playwright test --project=chromium --grep @not-ci
+```
+
+## What to study
+
+| Scenario | Lesson |
+| --- | --- |
+| Disappearing Elements | Optional navigation items make exact menu assertions brittle. |
+| Dynamic Content | Randomized copy or assets require retry-aware assertions and clear test intent. |
+| Entry Ad / Exit Intent | Modal timing and mouse-leave behavior should not be part of a fast PR gate. |
+| Typos | Nondeterministic text demonstrates why exact copy checks need stable contracts. |
+| Shifting Content | Layout movement belongs in targeted visual or geometry checks, not broad smoke suites. |
+| Large and Deep DOM | Traversal-heavy pages are useful for locator performance experiments. |
+| JQuery UI Menus | Deep hover chains are desktop-only and sensitive to pointer sequencing. |
+| A/B Testing | Experiment variants require either fixed test data or variant-tolerant assertions. |
diff --git a/docs/scenario-matrix.md b/docs/scenario-matrix.md
index d850ba9..e8ca14f 100644
--- a/docs/scenario-matrix.md
+++ b/docs/scenario-matrix.md
@@ -14,8 +14,8 @@ Generated by `tools/check-scenarios.py --write-matrix`.
 | UI-DRAGDROP-002 | P1 | Drag box B over box A | ✅ | ✅ | — |
 | UI-DRAGDROP-003 | P1 | Drag boxes in both directions | ✅ | ✅ | — |
 | UI-DROPDOWN-001 | P0 | Dropdown options can be selected | ✅ | ✅ | ✅ |
-| UI-DYNCONTENT-001 | P1 | Dynamic content changes on reload | ✅ | — | — |
-| UI-DYNCONTENT-002 | P1 | Dynamic content partially changes on reload | ✅ | — | — |
+| UI-DYNCONTENT-001 | P2 | Dynamic content changes on reload | ✅ | ✅ | — |
+| UI-DYNCONTENT-002 | P2 | Dynamic content partially changes on reload | ✅ | ✅ | — |
 | UI-DYNCTRL-001 | P0 | Dynamic controls remove and add a checkbox | ✅ | ✅ | ✅ |
 | UI-DYNCTRL-002 | P0 | Dynamic controls checkbox toggles | ✅ | ✅ | ✅ |
 | UI-DYNCTRL-003 | P0 | Dynamic controls enable and disable a textbox | ✅ | ✅ | ✅ |
@@ -44,3 +44,11 @@ Generated by `tools/check-scenarios.py --write-matrix`.
 | UI-INFINITE-001 | P1 | Infinite scroll loads additional content on demand | — | ✅ | — |
 | UI-CHALLENGING-001 | P1 | Challenging DOM is asserted without dynamic identifiers | — | ✅ | — |
 | UI-SLIDER-001 | P1 | Horizontal slider moves by keyboard increments | — | ✅ | — |
+| UI-DISAPPEAR-001 | P2 | Disappearing elements keep a stable core menu | — | ✅ | — |
+| UI-ENTRYAD-001 | P2 | Entry ad modal can be observed and closed | — | ✅ | — |
+| UI-EXITINTENT-001 | P2 | Exit intent modal opens on desktop mouse leave | — | ✅ | — |
+| UI-TYPOS-001 | P2 | Typos page demonstrates nondeterministic copy | — | ✅ | — |
+| UI-SHIFTING-001 | P2 | Shifting content demonstrates randomized layout | — | ✅ | — |
+| UI-LARGEDOM-001 | P2 | Large and deep DOM supports targeted traversal | — | ✅ | — |
+| UI-JQUERYUI-001 | P2 | JQuery UI menu exposes nested desktop options | — | ✅ | — |
+| UI-ABTEST-001 | P2 | A/B testing page allows either experiment variant | — | ✅ | — |
diff --git a/scenarios/catalog.yml b/scenarios/catalog.yml
index aff538b..94540c9 100644
--- a/scenarios/catalog.yml
+++ b/scenarios/catalog.yml
@@ -51,14 +51,14 @@ scenarios:
     coverage: {java-selenium-testng: true, ts-playwright: true, python-playwright: true}
   - id: UI-DYNCONTENT-001
     title: Dynamic content changes on reload
-    priority: P1
-    tags: []
-    coverage: {java-selenium-testng: true, ts-playwright: false, python-playwright: false}
+    priority: P2
+    tags: [flaky-demo]
+    coverage: {java-selenium-testng: true, ts-playwright: true, python-playwright: false}
   - id: UI-DYNCONTENT-002
     title: Dynamic content partially changes on reload
-    priority: P1
-    tags: []
-    coverage: {java-selenium-testng: true, ts-playwright: false, python-playwright: false}
+    priority: P2
+    tags: [flaky-demo]
+    coverage: {java-selenium-testng: true, ts-playwright: true, python-playwright: false}
   - id: UI-DYNCTRL-001
     title: Dynamic controls remove and add a checkbox
     priority: P0
@@ -199,3 +199,43 @@ scenarios:
     priority: P1
     tags: []
     coverage: {java-selenium-testng: false, ts-playwright: true, python-playwright: false}
+  - id: UI-DISAPPEAR-001
+    title: Disappearing elements keep a stable core menu
+    priority: P2
+    tags: [flaky-demo]
+    coverage: {java-selenium-testng: false, ts-playwright: true, python-playwright: false}
+  - id: UI-ENTRYAD-001
+    title: Entry ad modal can be observed and closed
+    priority: P2
+    tags: [flaky-demo]
+    coverage: {java-selenium-testng: false, ts-playwright: true, python-playwright: false}
+  - id: UI-EXITINTENT-001
+    title: Exit intent modal opens on desktop mouse leave
+    priority: P2
+    tags: [desktop, not-ci]
+    coverage: {java-selenium-testng: false, ts-playwright: true, python-playwright: false}
+  - id: UI-TYPOS-001
+    title: Typos page demonstrates nondeterministic copy
+    priority: P2
+    tags: [flaky-demo]
+    coverage: {java-selenium-testng: false, ts-playwright: true, python-playwright: false}
+  - id: UI-SHIFTING-001
+    title: Shifting content demonstrates randomized layout
+    priority: P2
+    tags: [flaky-demo]
+    coverage: {java-selenium-testng: false, ts-playwright: true, python-playwright: false}
+  - id: UI-LARGEDOM-001
+    title: Large and deep DOM supports targeted traversal
+    priority: P2
+    tags: [not-ci]
+    coverage: {java-selenium-testng: false, ts-playwright: true, python-playwright: false}
+  - id: UI-JQUERYUI-001
+    title: JQuery UI menu exposes nested desktop options
+    priority: P2
+    tags: [desktop, not-ci]
+    coverage: {java-selenium-testng: false, ts-playwright: true, python-playwright: false}
+  - id: UI-ABTEST-001
+    title: A/B testing page allows either experiment variant
+    priority: P2
+    tags: [flaky-demo]
+    coverage: {java-selenium-testng: false, ts-playwright: true, python-playwright: false}
diff --git a/stacks/ts-playwright/package.json b/stacks/ts-playwright/package.json
index 303301f..8f631f7 100644
--- a/stacks/ts-playwright/package.json
+++ b/stacks/ts-playwright/package.json
@@ -14,7 +14,8 @@
     "lint": "eslint .",
     "format:check": "prettier --check .",
     "format": "prettier --write .",
-    "test:chromium:smoke": "playwright test --project=chromium --grep @smoke"
+    "test:chromium:smoke": "playwright test --project=chromium --grep @smoke",
+    "test:flake-lab": "playwright test --project=chromium --grep @flaky-demo --grep-invert @not-ci"
   },
   "devDependencies": {
     "@eslint/js": "10.0.1",
diff --git a/stacks/ts-playwright/tests/ab-testing.spec.ts b/stacks/ts-playwright/tests/ab-testing.spec.ts
new file mode 100644
index 0000000..36f430b
--- /dev/null
+++ b/stacks/ts-playwright/tests/ab-testing.spec.ts
@@ -0,0 +1,10 @@
+import { expect, test } from './fixtures.js';
+
+test.describe('A/B Testing', () => {
+  test('UI-ABTEST-001 @flaky-demo accepts either experiment variant', async ({ page }) => {
+    await page.goto('/abtest');
+
+    await expect(page.getByRole('heading')).toHaveText(/A\/B Test/);
+    await expect(page.locator('.example p')).toContainText('Also known as split testing');
+  });
+});
diff --git a/stacks/ts-playwright/tests/disappearing-elements.spec.ts b/stacks/ts-playwright/tests/disappearing-elements.spec.ts
new file mode 100644
index 0000000..fc3b62f
--- /dev/null
+++ b/stacks/ts-playwright/tests/disappearing-elements.spec.ts
@@ -0,0 +1,15 @@
+import { expect, test } from './fixtures.js';
+
+const stableMenuItems = ['Home', 'About', 'Contact Us', 'Portfolio'] as const;
+const allowedMenuItems = new Set<string>([...stableMenuItems, 'Gallery']);
+
+test.describe('Disappearing Elements', () => {
+  test('UI-DISAPPEAR-001 @flaky-demo tolerates the optional menu item', async ({ page }) => {
+    await page.goto('/disappearing_elements');
+
+    const menuItems = await page.locator('#content a').allTextContents();
+
+    expect(menuItems).toEqual(expect.arrayContaining([...stableMenuItems]));
+    expect(menuItems.every((item) => allowedMenuItems.has(item))).toBe(true);
+  });
+});
diff --git a/stacks/ts-playwright/tests/dynamic-content.spec.ts b/stacks/ts-playwright/tests/dynamic-content.spec.ts
new file mode 100644
index 0000000..4f8e3a3
--- /dev/null
+++ b/stacks/ts-playwright/tests/dynamic-content.spec.ts
@@ -0,0 +1,42 @@
+import type { Page } from '@playwright/test';
+
+import { expect, test } from './fixtures.js';
+
+type DynamicContentSnapshot = readonly string[];
+
+async function contentSnapshot(page: Page, staticImages: boolean): Promise<DynamicContentSnapshot> {
+  await page.goto(`/dynamic_content${staticImages ? '?with_content=static' : ''}`);
+
+  return page
+    .locator('.large-10.columns')
+    .evaluateAll((nodes) =>
+      nodes.map((node) => node.textContent?.replace(/\s+/g, ' ').trim() ?? ''),
+    );
+}
+
+async function expectContentToChange(page: Page, staticImages: boolean): Promise<void> {
+  const first = await contentSnapshot(page, staticImages);
+  let changed = false;
+
+  for (let attempt = 0; attempt < 5; attempt += 1) {
+    const next = await contentSnapshot(page, staticImages);
+    if (JSON.stringify(next) !== JSON.stringify(first)) {
+      changed = true;
+      break;
+    }
+  }
+
+  expect(changed).toBe(true);
+}
+
+test.describe('Dynamic Content', () => {
+  test('UI-DYNCONTENT-001 @flaky-demo observes fully dynamic content changes', async ({ page }) => {
+    await expectContentToChange(page, false);
+  });
+
+  test('UI-DYNCONTENT-002 @flaky-demo observes text changes with static images', async ({
+    page,
+  }) => {
+    await expectContentToChange(page, true);
+  });
+});
diff --git a/stacks/ts-playwright/tests/entry-ad.spec.ts b/stacks/ts-playwright/tests/entry-ad.spec.ts
new file mode 100644
index 0000000..11f7169
--- /dev/null
+++ b/stacks/ts-playwright/tests/entry-ad.spec.ts
@@ -0,0 +1,14 @@
+import { expect, test } from './fixtures.js';
+
+test.describe('Entry Ad', () => {
+  test('UI-ENTRYAD-001 @flaky-demo closes the timed entry modal', async ({ page }) => {
+    await page.goto('/entry_ad');
+
+    const modal = page.locator('.modal');
+    await expect(modal).toBeVisible();
+    await expect(modal).toContainText('This is a modal window');
+
+    await modal.getByText('Close').click();
+    await expect(modal).toBeHidden();
+  });
+});
diff --git a/stacks/ts-playwright/tests/exit-intent.spec.ts b/stacks/ts-playwright/tests/exit-intent.spec.ts
new file mode 100644
index 0000000..4d65c0c
--- /dev/null
+++ b/stacks/ts-playwright/tests/exit-intent.spec.ts
@@ -0,0 +1,16 @@
+import { expect, test } from './fixtures.js';
+
+test.describe('Exit Intent', () => {
+  test('UI-EXITINTENT-001 @desktop @not-ci opens the exit modal on mouse leave', async ({
+    page,
+  }) => {
+    await page.goto('/exit_intent');
+
+    await page.mouse.move(300, 300);
+    await page.mouse.move(300, -10);
+
+    const modal = page.locator('.modal');
+    await expect(modal).toBeVisible();
+    await expect(modal).toContainText('This is a modal window');
+  });
+});
diff --git a/stacks/ts-playwright/tests/jquery-ui-menu.spec.ts b/stacks/ts-playwright/tests/jquery-ui-menu.spec.ts
new file mode 100644
index 0000000..198ff42
--- /dev/null
+++ b/stacks/ts-playwright/tests/jquery-ui-menu.spec.ts
@@ -0,0 +1,14 @@
+import { expect, test } from './fixtures.js';
+
+test.describe('JQuery UI Menus', () => {
+  test('UI-JQUERYUI-001 @desktop @not-ci models nested download options', async ({ page }) => {
+    await page.goto('/jqueryui/menu');
+
+    const menu = page.locator('#menu');
+
+    await expect(menu.locator('a', { hasText: 'Enabled' })).toBeVisible();
+    await expect(menu.locator('a[href$="menu.pdf"]')).toHaveText('PDF');
+    await expect(menu.locator('a[href$="menu.csv"]')).toHaveText('CSV');
+    await expect(menu.locator('a[href$="menu.xls"]')).toHaveText('Excel');
+  });
+});
diff --git a/stacks/ts-playwright/tests/large-dom.spec.ts b/stacks/ts-playwright/tests/large-dom.spec.ts
new file mode 100644
index 0000000..11336a8
--- /dev/null
+++ b/stacks/ts-playwright/tests/large-dom.spec.ts
@@ -0,0 +1,13 @@
+import { expect, test } from './fixtures.js';
+
+test.describe('Large and Deep DOM', () => {
+  test('UI-LARGEDOM-001 @not-ci reaches deep nodes and large-table cells', async ({ page }) => {
+    await page.goto('/large');
+
+    await expect(page.locator('#sibling-50\\.3')).toHaveText('50.3');
+    await expect(page.locator('#large-table tbody tr')).toHaveCount(50);
+    await expect(page.locator('#large-table tbody tr').nth(49).locator('td').nth(49)).toHaveText(
+      '50.50',
+    );
+  });
+});
diff --git a/stacks/ts-playwright/tests/shifting-content.spec.ts b/stacks/ts-playwright/tests/shifting-content.spec.ts
new file mode 100644
index 0000000..e72f2a7
--- /dev/null
+++ b/stacks/ts-playwright/tests/shifting-content.spec.ts
@@ -0,0 +1,13 @@
+import { expect, test } from './fixtures.js';
+
+test.describe('Shifting Content', () => {
+  test('UI-SHIFTING-001 @flaky-demo documents randomized menu placement', async ({ page }) => {
+    await page.goto('/shifting_content/menu?mode=random&pixel_shift=100');
+
+    const gallery = page.getByRole('link', { name: 'Gallery' });
+    await expect(gallery).toHaveAttribute('href', '/gallery/');
+
+    const className = await gallery.getAttribute('class');
+    expect([null, 'shift']).toContain(className);
+  });
+});
diff --git a/stacks/ts-playwright/tests/typos.spec.ts b/stacks/ts-playwright/tests/typos.spec.ts
new file mode 100644
index 0000000..aeea33e
--- /dev/null
+++ b/stacks/ts-playwright/tests/typos.spec.ts
@@ -0,0 +1,13 @@
+import { expect, test } from './fixtures.js';
+
+test.describe('Typos', () => {
+  test('UI-TYPOS-001 @flaky-demo documents nondeterministic copy', async ({ page }) => {
+    await page.goto('/typos');
+
+    const paragraphs = page.locator('.example p');
+    await expect(paragraphs.first()).toContainText('This example demonstrates a typo');
+
+    const variant = (await paragraphs.nth(1).textContent())?.trim() ?? '';
+    expect(variant).toMatch(/Sometimes you'll see a typo, other times you (won't|won,t)\./);
+  });
+});