diff --git a/packages/ckeditor5-font/tests/integration.js b/packages/ckeditor5-font/tests/integration.js
index 915eb9499de..437fa8c2749 100644
--- a/packages/ckeditor5-font/tests/integration.js
+++ b/packages/ckeditor5-font/tests/integration.js
@@ -213,6 +213,16 @@ describe( 'Integration test Font', () => {
 	} );
 
 	describe( 'color picker feature', () => {
+		let clock;
+
+		beforeEach( () => {
+			clock = sinon.useFakeTimers();
+		} );
+
+		afterEach( () => {
+			clock.restore();
+		} );
+
 		it( 'should set colors in model in hsl format by default', () => {
 			setModelData( model,
 				'<paragraph>' +
@@ -231,6 +241,7 @@ describe( 'Integration test Font', () => {
 			} );
 
 			dropdown.colorSelectorView.colorPickerFragmentView.colorPickerView.picker.dispatchEvent( event );
+			clock.tick( 200 );
 
 			expect( getData( model ) ).to.equal( '<paragraph>[<$text fontColor="hsl( 150, 50%, 13% )">foo</$text>]</paragraph>' );
 		} );
@@ -265,6 +276,7 @@ describe( 'Integration test Font', () => {
 			} );
 
 			dropdown.colorSelectorView.colorPickerFragmentView.colorPickerView.picker.dispatchEvent( event );
+			clock.tick( 200 );
 
 			expect( getData( editor.model ) ).to.equal( '<paragraph>[<$text fontColor="lab( 18% -17 7 )">foo</$text>]</paragraph>' );
 
@@ -285,6 +297,7 @@ describe( 'Integration test Font', () => {
 			dropdown.colorSelectorView.colorPickerFragmentView.colorPickerView.color = 'hsl( 100, 30%, 43% )';
 
 			dropdown.colorSelectorView.colorPickerFragmentView.cancelButtonView.fire( 'execute' );
+			clock.tick( 200 );
 
 			expect( getData( model ) ).to.equal( '<paragraph>' +
 			'[<$text fontColor="hsl( 50, 10%, 23% )">foo</$text><$text fontColor="hsl( 150, 50%, 13% )">foo</$text>]' +
diff --git a/packages/ckeditor5-ui/src/colorpicker/colorpickerview.ts b/packages/ckeditor5-ui/src/colorpicker/colorpickerview.ts
index 9dfa07226c6..41c207381e8 100644
--- a/packages/ckeditor5-ui/src/colorpicker/colorpickerview.ts
+++ b/packages/ckeditor5-ui/src/colorpicker/colorpickerview.ts
@@ -186,9 +186,29 @@ export default class ColorPickerView extends View {
 			this.picker.shadowRoot!.appendChild( styleSheetForFocusedColorPicker );
 		}
 
+		// Workaround for unstable selection after firing 'color-changed' event in Webkit-based browsers.
+		// The selection is being collapsed after the event is fired, causing the font color plugin
+		// not to update the selected editor content. Setting the color immediately after the event
+		// is fired is a workaround for this issue. It's not a perfect solution, but it's the best we can do for now.
+		// It may be removed in the future if the issue is fixed in the browser.
+		// See more: https://github.com/ckeditor/ckeditor5/issues/17069
+		let colorSelectedEventDebounce: number | null = null;
+
 		this.picker.addEventListener( 'color-changed', event => {
 			const color = event.detail.value;
-			this._debounceColorPickerEvent( color );
+
+			// At first, set the color internally in the component. It's converted to the configured output format.
+			this.set( 'color', color );
+
+			if ( colorSelectedEventDebounce !== null ) {
+				clearTimeout( colorSelectedEventDebounce );
+			}
+
+			// Let's wait until selection is being moved from web component to the editor.
+			colorSelectedEventDebounce = setTimeout( () => {
+				// Then let the outside world know that the user changed the color.
+				this.fire<ColorPickerColorSelectedEvent>( 'colorSelected', { color: this.color } );
+			}, 150 );
 		} );
 	}
 
diff --git a/packages/ckeditor5-ui/tests/colorpicker/colorpickerview.js b/packages/ckeditor5-ui/tests/colorpicker/colorpickerview.js
index f65dc01c92f..0b4beab6b7b 100644
--- a/packages/ckeditor5-ui/tests/colorpicker/colorpickerview.js
+++ b/packages/ckeditor5-ui/tests/colorpicker/colorpickerview.js
@@ -318,9 +318,32 @@ describe( 'ColorPickerView', () => {
 
 			view.picker.dispatchEvent( event );
 
-			clock.tick( 200 );
+			expect( view.color ).to.equal( '#ff0000' );
+		} );
 
+		// See more: https://github.com/ckeditor/ckeditor5/issues/17069
+		it( 'should debounce third party events due to selection issues', () => {
+			const colorChangedSpy = sinon.spy( view, 'fire' );
+			const makeColorEvent = color => new CustomEvent( 'color-changed', {
+				detail: {
+					value: color
+				}
+			} );
+
+			view.picker.dispatchEvent( makeColorEvent( '#ff0000' ) );
 			expect( view.color ).to.equal( '#ff0000' );
+
+			view.picker.dispatchEvent( makeColorEvent( '#00ff00' ) );
+			expect( view.color ).to.equal( '#00ff00' );
+
+			view.picker.dispatchEvent( makeColorEvent( '#0000ff' ) );
+			expect( view.color ).to.equal( '#0000ff' );
+
+			clock.tick( 400 );
+
+			expect( colorChangedSpy ).not.calledWithMatch( 'colorSelected', { color: '#ff0000' } );
+			expect( colorChangedSpy ).not.calledWithMatch( 'colorSelected', { color: '#00ff00' } );
+			expect( colorChangedSpy ).calledWithMatch( 'colorSelected', { color: '#0000ff' } );
 		} );
 
 		it( 'should render without input if "hideInput" is set on true', () => {