diff --git a/android/app/src/main/java/com/wzp/audio/AudioPipeline.kt b/android/app/src/main/java/com/wzp/audio/AudioPipeline.kt
index 9223e50..363b3c4 100644
--- a/android/app/src/main/java/com/wzp/audio/AudioPipeline.kt
+++ b/android/app/src/main/java/com/wzp/audio/AudioPipeline.kt
@@ -205,6 +205,8 @@ class AudioPipeline(private val context: Context) {
         Log.i(TAG, "capture started: ${SAMPLE_RATE}Hz mono, buf=$bufSize, aec=${aec?.enabled}, ns=${ns?.enabled}")
 
         val pcm = ShortArray(FRAME_SAMPLES)
+        // DirectByteBuffer for zero-copy JNI (avoids ART GC SIGBUS on Android 16)
+        val directBuf = ByteBuffer.allocateDirect(FRAME_SAMPLES * 2).order(ByteOrder.LITTLE_ENDIAN)
         // Debug: PCM file + RMS CSV
         var pcmOut: BufferedOutputStream? = null
         var rmsCsv: OutputStreamWriter? = null
@@ -224,7 +226,10 @@ class AudioPipeline(private val context: Context) {
                 val read = recorder.read(pcm, 0, FRAME_SAMPLES)
                 if (read > 0) {
                     applyGain(pcm, read, captureGainDb)
-                    engine.writeAudio(pcm)
+                    // Zero-copy write via DirectByteBuffer (no GC array interaction)
+                    directBuf.clear()
+                    directBuf.asShortBuffer().put(pcm, 0, read)
+                    engine.writeAudioDirect(directBuf, read)
 
                     // Debug: write raw PCM + RMS
                     if (pcmOut != null) {
@@ -287,6 +292,8 @@ class AudioPipeline(private val context: Context) {
 
         val pcm = ShortArray(FRAME_SAMPLES)
         val silence = ShortArray(FRAME_SAMPLES)
+        // DirectByteBuffer for zero-copy JNI (avoids ART GC SIGBUS on Android 16)
+        val directBuf = ByteBuffer.allocateDirect(FRAME_SAMPLES * 2).order(ByteOrder.LITTLE_ENDIAN)
         // Debug: PCM file + RMS CSV for playout
         var pcmOut: BufferedOutputStream? = null
         var rmsCsv: OutputStreamWriter? = null
@@ -303,7 +310,13 @@ class AudioPipeline(private val context: Context) {
         }
         try {
             while (running) {
-                val read = engine.readAudio(pcm)
+                // Zero-copy read via DirectByteBuffer
+                directBuf.clear()
+                val read = engine.readAudioDirect(directBuf, FRAME_SAMPLES)
+                if (read > 0) {
+                    directBuf.rewind()
+                    directBuf.asShortBuffer().get(pcm, 0, read)
+                }
                 if (read >= FRAME_SAMPLES) {
                     applyGain(pcm, read, playoutGainDb)
                     track.write(pcm, 0, read)
diff --git a/android/app/src/main/java/com/wzp/engine/WzpEngine.kt b/android/app/src/main/java/com/wzp/engine/WzpEngine.kt
index 6e863df..651f3d8 100644
--- a/android/app/src/main/java/com/wzp/engine/WzpEngine.kt
+++ b/android/app/src/main/java/com/wzp/engine/WzpEngine.kt
@@ -117,6 +117,26 @@ class WzpEngine(private val callback: WzpCallback) {
         return nativeReadAudio(nativeHandle, pcm)
     }
 
+    /**
+     * Write captured PCM from a DirectByteBuffer — zero JNI array copy.
+     * The buffer must be a direct ByteBuffer with native byte order containing i16 samples.
+     * Called from the AudioRecord capture thread.
+     */
+    fun writeAudioDirect(buffer: java.nio.ByteBuffer, sampleCount: Int): Int {
+        if (nativeHandle == 0L) return 0
+        return nativeWriteAudioDirect(nativeHandle, buffer, sampleCount)
+    }
+
+    /**
+     * Read decoded PCM into a DirectByteBuffer — zero JNI array copy.
+     * The buffer must be a direct ByteBuffer with native byte order.
+     * Called from the AudioTrack playout thread.
+     */
+    fun readAudioDirect(buffer: java.nio.ByteBuffer, maxSamples: Int): Int {
+        if (nativeHandle == 0L) return 0
+        return nativeReadAudioDirect(nativeHandle, buffer, maxSamples)
+    }
+
     // -- JNI native methods --------------------------------------------------
 
     private external fun nativeInit(): Long
@@ -130,6 +150,8 @@ class WzpEngine(private val callback: WzpCallback) {
     private external fun nativeForceProfile(handle: Long, profile: Int)
     private external fun nativeWriteAudio(handle: Long, pcm: ShortArray): Int
     private external fun nativeReadAudio(handle: Long, pcm: ShortArray): Int
+    private external fun nativeWriteAudioDirect(handle: Long, buffer: java.nio.ByteBuffer, sampleCount: Int): Int
+    private external fun nativeReadAudioDirect(handle: Long, buffer: java.nio.ByteBuffer, maxSamples: Int): Int
     private external fun nativeDestroy(handle: Long)
 
     companion object {
diff --git a/crates/wzp-android/src/jni_bridge.rs b/crates/wzp-android/src/jni_bridge.rs
index 0dff475..ccb25ac 100644
--- a/crates/wzp-android/src/jni_bridge.rs
+++ b/crates/wzp-android/src/jni_bridge.rs
@@ -214,7 +214,6 @@ pub unsafe extern "system" fn Java_com_wzp_engine_WzpEngine_nativeWriteAudio(
             return 0;
         }
         let mut buf = vec![0i16; len];
-        // GetShortArrayRegion copies Java array into our buffer
         if env.get_short_array_region(&pcm, 0, &mut buf).is_err() {
             return 0;
         }
@@ -248,6 +247,56 @@ pub unsafe extern "system" fn Java_com_wzp_engine_WzpEngine_nativeReadAudio(
     result.unwrap_or(0)
 }
 
+/// Write captured PCM from a DirectByteBuffer — zero JNI array copies.
+/// The ByteBuffer must contain little-endian i16 samples.
+/// Called from the AudioRecord capture thread.
+#[unsafe(no_mangle)]
+pub unsafe extern "system" fn Java_com_wzp_engine_WzpEngine_nativeWriteAudioDirect(
+    env: JNIEnv,
+    _class: JClass,
+    handle: jlong,
+    buffer: jni::objects::JByteBuffer,
+    sample_count: jint,
+) -> jint {
+    let result = panic::catch_unwind(panic::AssertUnwindSafe(|| {
+        let h = unsafe { handle_ref(handle) };
+        let ptr = env.get_direct_buffer_address(&buffer).unwrap_or(std::ptr::null_mut());
+        if ptr.is_null() || sample_count <= 0 {
+            return 0;
+        }
+        let samples = unsafe {
+            std::slice::from_raw_parts(ptr as *const i16, sample_count as usize)
+        };
+        h.engine.write_audio(samples) as jint
+    }));
+    result.unwrap_or(0)
+}
+
+/// Read decoded PCM into a DirectByteBuffer — zero JNI array copies.
+/// The ByteBuffer will be filled with little-endian i16 samples.
+/// Called from the AudioTrack playout thread.
+#[unsafe(no_mangle)]
+pub unsafe extern "system" fn Java_com_wzp_engine_WzpEngine_nativeReadAudioDirect(
+    env: JNIEnv,
+    _class: JClass,
+    handle: jlong,
+    buffer: jni::objects::JByteBuffer,
+    max_samples: jint,
+) -> jint {
+    let result = panic::catch_unwind(panic::AssertUnwindSafe(|| {
+        let h = unsafe { handle_ref(handle) };
+        let ptr = env.get_direct_buffer_address(&buffer).unwrap_or(std::ptr::null_mut());
+        if ptr.is_null() || max_samples <= 0 {
+            return 0;
+        }
+        let samples = unsafe {
+            std::slice::from_raw_parts_mut(ptr as *mut i16, max_samples as usize)
+        };
+        h.engine.read_audio(samples) as jint
+    }));
+    result.unwrap_or(0)
+}
+
 #[unsafe(no_mangle)]
 pub unsafe extern "system" fn Java_com_wzp_engine_WzpEngine_nativeDestroy(
     _env: JNIEnv,