Add N&N for Statement stepping

Author: SougandhS

news/4.40/images/AfterFilter.gif

@@ -32,10 +32,34 @@ A special thanks to everyone who [contributed to JDT](acknowledgements.md#java-d
 ## Java Formatter
 -->
 
-<!--
----
-## Debug
--->
+
+## Debugger
+
+### Statement-Level Stepping Support
+
+<details>
+<summary>Contributors</summary>
+
+- [Sougandh S](https://github.com/SougandhS)
+- [Andrey Loskutov](https://github.com/iloveeclipse)
+</details>
+
+A new filtering option has been added to the `Step Filtering` preferences to enable __Statement-Level Stepping__. 
+When enabled, the debugger skips intermediate bytecode instructions within a single statement and suspends only at the next executable source statement.
+
+![Filter Statement Preference](images/FilterStatementPreference.png)
+
+This is particularly useful for multi-line statements, where stepping would otherwise pause multiple times due to intermediate operations. 
+By filtering out these intermediate steps, the debugger provides a smoother and more source-aligned stepping experience.
+
+__Before__ (Will take 8 Step Over(s) to complete `tet()` method invocation)
+
+![Before Filter](images/BeforeFilter.gif)
+
+__After__ (Will take only 3 Step Over(s) to complete `tet()` method invocation)
+
+![After Filter](images/AfterFilter.gif)
+
 
 <!--
 ### JDT Developers