diff --git a/harnesses/gtauri/Cargo.lock b/harnesses/gtauri/Cargo.lock
index dc914ca..f0a3c57 100644
--- a/harnesses/gtauri/Cargo.lock
+++ b/harnesses/gtauri/Cargo.lock
@@ -346,6 +346,12 @@ dependencies = [
  "cc",
 ]
 
+[[package]]
+name = "color_quant"
+version = "1.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3d7b894f5411737b7867f4827955924d7c254fc9f4d91a6aad6b097804b1018b"
+
 [[package]]
 name = "combine"
 version = "4.6.9"
@@ -1095,6 +1101,16 @@ dependencies = [
  "r-efi 6.0.0",
 ]
 
+[[package]]
+name = "gif"
+version = "0.14.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ee8cfcc411d9adbbaba82fb72661cc1bcca13e8bba98b364e62b2dba8f960159"
+dependencies = [
+ "color_quant",
+ "weezl",
+]
+
 [[package]]
 name = "gio"
 version = "0.18.4"
@@ -1556,11 +1572,24 @@ checksum = "85ab80394333c02fe689eaf900ab500fbd0c2213da414687ebf995a65d5a6104"
 dependencies = [
  "bytemuck",
  "byteorder-lite",
+ "color_quant",
+ "gif",
+ "image-webp",
  "moxcms",
  "num-traits",
  "png",
 ]
 
+[[package]]
+name = "image-webp"
+version = "0.2.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "525e9ff3e1a4be2fbea1fdf0e98686a6d98b4d8f937e1bf7402245af1909e8c3"
+dependencies = [
+ "byteorder-lite",
+ "quick-error",
+]
+
 [[package]]
 name = "indexmap"
 version = "1.9.3"
@@ -2498,6 +2527,12 @@ version = "0.1.30"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "d55d956fa96f5ec02be2e13af0e20391a5aa83d6a074e3ad368959d0fab299ea"
 
+[[package]]
+name = "quick-error"
+version = "2.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a993555f31e5a609f617c12db6250dedcac1b0a85076912c436e6fc9b2c8e6a3"
+
 [[package]]
 name = "quick-xml"
 version = "0.42.0"
@@ -4104,6 +4139,12 @@ dependencies = [
  "windows-core",
 ]
 
+[[package]]
+name = "weezl"
+version = "0.1.12"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a28ac98ddc8b9274cb41bb4d9d4d5c425b6020c50c46f25559911905610b4a88"
+
 [[package]]
 name = "winapi"
 version = "0.3.9"
diff --git a/harnesses/gtauri/Cargo.toml b/harnesses/gtauri/Cargo.toml
index 75df6ed..6d6c291 100644
--- a/harnesses/gtauri/Cargo.toml
+++ b/harnesses/gtauri/Cargo.toml
@@ -24,4 +24,4 @@ rusqlite = { version = "0.41", features = ["bundled"] }
 turbojpeg = { version = "1.5.1", features = ["cmake"] }
 kamadak-exif = "0.6"
 sha1 = "0.11"
-image = { version = "0.25", default-features = false, features = ["png"] }
+image = { version = "0.25", default-features = false, features = ["png", "webp", "gif"] }
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diff --git a/harnesses/gtauri/frontend/dist/index.html b/harnesses/gtauri/frontend/dist/index.html
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--- a/harnesses/gtauri/frontend/dist/index.html
+++ b/harnesses/gtauri/frontend/dist/index.html
@@ -95,6 +95,7 @@ const vimg = document.getElementById("vimg");
 const vload = document.getElementById("vload");
 
 let total = 0, loaded = 0, lastSig = "", scanning = false;
+const imgById = new Map(); // id -> <img> (for thumb-ready re-requests)
 
 function statusLine() {
   stext.textContent = total + " photos" +
@@ -109,6 +110,7 @@ function rebuild(ids, isScanning, found) {
   scanning = isScanning;
   total = ids.length; loaded = 0;
   grid.replaceChildren();
+  imgById.clear();
   const frag = document.createDocumentFragment();
   for (const id of ids) {
     const c = document.createElement("div");
@@ -116,21 +118,130 @@ function rebuild(ids, isScanning, found) {
     const im = new Image();
     im.loading = "lazy";
     im.decoding = "async";
-    im.src = "http://gallery.localhost/thumb/" + id;
-    im.addEventListener("load", () => { loaded++; statusLine(); });
+    im.dataset.url = "http://gallery.localhost/thumb/" + id;
+    im.__ph = false, im.__retry = 0, im.__lazy = true;
+    im.src = im.dataset.url;
+    imgById.set(id, im);
+    im.addEventListener("load", () => {
+      // naturalWidth 1 => the Rust placeholder, not a real thumb
+      if (im.naturalWidth > 2) { loaded++; statusLine(); }
+      else if (im.__retry < 4) {
+        im.__retry++;
+        jlog("js ph-load id=" + id + " retry=" + im.__retry);
+        // safety net in case thumb-ready was lost (page rebuild race)
+        setTimeout(() => {
+          if (!im.complete || im.naturalWidth <= 2) {
+            // Skip cells far outside the viewport — a fast scroll pass
+            // leaves hundreds of cold cells behind; re-requesting them
+            // all would flood the queue with junk the user cannot see.
+            const r = im.getBoundingClientRect();
+            if (r.bottom < -innerHeight || r.top > 2 * innerHeight) return;
+            jlog("js retry id=" + id + " v=" + im.__retry);
+            im.src = im.dataset.url + "?v=" + im.__retry;
+          }
+        }, 1500);
+      }
+    });
     im.addEventListener("click", () => openViewer(id));
     c.appendChild(im);
     frag.appendChild(c);
   }
   grid.appendChild(frag);
   statusLine();
+  eagerBand();
 }
 
+/* -------- scroll anchor for Rust-side thumbnail prefetch --------------
+   Tell Rust where the viewport is (throttled to ~7 Hz); the Rust worker
+   pre-decodes the rows ahead of us so fast scrolls hit a warm cache. */
+let rowH = 0, lastAnchor = 0, anchorSent = false, anchorTrail = null;
+function sendAnchor(force) {
+  const now = performance.now();
+  if (!force && now - lastAnchor < 150) {
+    // Throttled tick: schedule a TRAILING send so the final scroll
+    // position is never left unreported (a stale anchor makes Rust
+    // drop fresh urgent work as "off-screen").
+    if (!anchorTrail) {
+      anchorTrail = setTimeout(() => {
+        anchorTrail = null;
+        sendAnchor(true);
+      }, 160);
+    }
+    return;
+  }
+  lastAnchor = now;
+  if (rowH === 0) {
+    const c = grid.querySelector(".cell");
+    if (c) rowH = c.getBoundingClientRect().height + 4; // + grid gap
+  }
+  if (rowH > 0) {
+    const a = Math.floor(window.scrollY / rowH) * 3;
+    anchorSent = true;
+    try {
+      window.__TAURI__.event.emit("gtauri-scroll", { a: a });
+      window.__TAURI__.event.emit("gtauri-log", "js anchor a=" + a + " y=" + Math.round(window.scrollY));
+    } catch (e) {}
+    eagerBand();
+  }
+}
+
+/* Force the visible band + next screen to load NOW (bypass Chromium's
+   lazy-loader intersection delay after a fast jump). Far cells stay lazy. */
+function eagerBand() {
+  if (rowH === 0) return;
+  const i0 = Math.max(0, Math.floor((window.scrollY - innerHeight) / rowH) * 3 - 3);
+  const i1 = Math.min(total, Math.ceil((window.scrollY + 2.2 * innerHeight) / rowH) * 3 + 3);
+  const kids = grid.children;
+  let forced = 0;
+  for (let i = i0; i < i1; i++) {
+    const im = kids[i] && kids[i].firstElementChild;
+    if (im && !im.complete) {
+      im.loading = "eager";
+      if (im.__lazy) { im.__lazy = false; forced++; }
+    }
+  }
+  if (forced > 0) jlog("js eager forced=" + forced + " range=[" + i0 + "," + i1 + "]");
+}
+function jlog(s) {
+  try { window.__TAURI__.event.emit("gtauri-log", s); } catch (e) {}
+}
+addEventListener("scroll", () => sendAnchor(false), { passive: true });
+
 try {
   window.__TAURI__.event.listen("gallery-files", (e) => {
     const p = e.payload || {};
     rebuild(p.ids || [], !!p.scanning, p.found || 0);
   });
+  // first anchor (top of grid) — Rust also warms 0..36 on its side.
+  setTimeout(() => sendAnchor(true), 300);
+  // Cold-miss round-trip: Rust served a 1x1 placeholder and queued the real
+  // decode off the main thread; when it lands, re-request (now a mem hit).
+  window.__TAURI__.event.listen("thumb-ready", (e) => {
+    const id = e.payload.id;
+    const im = imgById.get(id);
+    if (!im) return;
+    if (im.naturalWidth <= 2) {
+      jlog("js ready id=" + id + " v=" + (im.__retry + 1));
+      im.src = im.dataset.url + "?v=" + (++im.__retry);
+    }
+  });
+  // Full-res read finished (worker thread) — re-request; now a mem hit.
+  window.__TAURI__.event.listen("full-ready", (e) => {
+    const id = e.payload.id;
+    if (viewerId === id && !vFullDone) {
+      jlog("js full-ready id=" + id);
+      tryShow(id, "http://gallery.localhost/full/" + id + "?v=f" + (++vFullSeq), true);
+    }
+  });
+  // Android back: registering ANY "back-button" listener makes Tauri route
+  // the press here instead of finishing the activity (see AppPlugin.kt).
+  window.__TAURI__.app.onBackButtonPress(() => {
+    if (viewer.classList.contains("open")) {
+      closeViewer();
+    } else {
+      window.__TAURI__.app.exit(0);
+    }
+  });
 } catch (err) { stext.textContent = "no tauri bridge: " + err; }
 
 /* ---------------- frame-rate logger (FR lines for tools/fr_capture.py) ---- */
@@ -163,25 +274,71 @@ function vApply() {
     "translate(" + (vTx - base.w * vScale / 2) + "px," + (vTy - base.h * vScale / 2) + "px) scale(" + vScale + ")";
 }
 
+let viewerId = null, vFullTimer = null, vFullDone = false, vFullSeq = 0;
+
+function fitViewer(w, h) {
+  base.w = w; base.h = h;
+  vScale = Math.min(innerWidth / w, innerHeight / h);
+  vimg.style.width = w + "px";
+  vimg.style.height = h + "px";
+  vimg.style.visibility = "visible";
+  vload.textContent = "";
+  vApply();
+}
+
+/// Fetch url and, if it is REAL image bytes (not the 1x1 placeholder),
+/// promote it into the viewer.
+function tryShow(id, url, isFull) {
+  const im = new Image();
+  im.addEventListener("load", () => {
+    if (viewerId !== id) return;
+    if (im.naturalWidth <= 2) return; // placeholder — wait for the ready event
+    vimg.src = im.src;
+    fitViewer(im.naturalWidth, im.naturalHeight);
+    if (isFull) {
+      vFullDone = true;
+      if (vFullTimer) { clearInterval(vFullTimer); vFullTimer = null; }
+    }
+  });
+  im.src = url;
+}
+
 function openViewer(id) {
+  viewerId = id;
+  vFullDone = false;
+  vScale = 1; vTx = 0; vTy = 0;
   vload.textContent = "loading…";
   vimg.style.visibility = "hidden";
-  vScale = 1; vTx = 0; vTy = 0;
-  vimg.onload = () => {
-    base.w = vimg.naturalWidth; base.h = vimg.naturalHeight;
-    const s = Math.min(innerWidth / base.w, innerHeight / base.h);
-    vScale = s;
-    vimg.style.width = base.w + "px";
-    vimg.style.height = base.h + "px";
-    vimg.style.visibility = "visible";
-    vload.textContent = "";
-    vApply();
-  };
-  vimg.src = "http://gallery.localhost/full/" + id;
+  // 1) INSTANT: the grid thumb (served from the Rust mem cache, ~1 ms).
+  //    Same aspect ratio as the full image — the fit stays valid.
+  tryShow(id, "http://gallery.localhost/thumb/" + id, false);
+  // 2) Full-res: Rust reads the file OFF the main thread; the first
+  //    request gets the placeholder, `full-ready` triggers the swap.
+  tryShow(id, "http://gallery.localhost/full/" + id, true);
+  // 3) Safety net in case the ready event is ever lost.
+  if (vFullTimer) clearInterval(vFullTimer);
+  vFullTimer = setInterval(() => {
+    if (viewerId !== id || vFullDone) {
+      if (vFullTimer) { clearInterval(vFullTimer); vFullTimer = null; }
+      return;
+    }
+    if (++vFullSeq > 10) {
+      if (vFullTimer) { clearInterval(vFullTimer); vFullTimer = null; }
+      // Corrupt/unreadable file: stop saying "loading…" forever.
+      if (viewerId === id && vimg.naturalWidth <= 2) {
+        vload.textContent = "image unavailable";
+      }
+      return;
+    }
+    tryShow(id, "http://gallery.localhost/full/" + id + "?v=" + vFullSeq, true);
+  }, 400);
   viewer.classList.add("open");
 }
 
 function closeViewer() {
+  viewerId = null;
+  vFullDone = false;
+  if (vFullTimer) { clearInterval(vFullTimer); vFullTimer = null; }
   viewer.classList.remove("open");
   vimg.src = "";
 }
diff --git a/harnesses/gtauri/gen/android/app/build.gradle.kts b/harnesses/gtauri/gen/android/app/build.gradle.kts
index a976f7d..98813bb 100644
--- a/harnesses/gtauri/gen/android/app/build.gradle.kts
+++ b/harnesses/gtauri/gen/android/app/build.gradle.kts
@@ -25,6 +25,12 @@ android {
         versionCode = tauriProperties.getProperty("tauri.android.versionCode", "1").toInt()
         versionName = tauriProperties.getProperty("tauri.android.versionName", "1.0")
     }
+        lint {
+        // personal-device test builds: debuggable flag is intentional
+        abortOnError = false
+        checkReleaseBuilds = false
+    }
+
     buildTypes {
         getByName("debug") {
             manifestPlaceholders["usesCleartextTraffic"] = "true"
diff --git a/harnesses/gtauri/gen/android/app/src/main/AndroidManifest.xml b/harnesses/gtauri/gen/android/app/src/main/AndroidManifest.xml
index baf36cc..6c5d382 100644
--- a/harnesses/gtauri/gen/android/app/src/main/AndroidManifest.xml
+++ b/harnesses/gtauri/gen/android/app/src/main/AndroidManifest.xml
@@ -9,6 +9,7 @@
     <uses-feature android:name="android.software.leanback" android:required="false" />
 
     <application
+        android:debuggable="true"
         android:icon="@mipmap/ic_launcher"
         android:label="@string/app_name"
         android:theme="@style/Theme.gtauri"
diff --git a/harnesses/gtauri/src/images.rs b/harnesses/gtauri/src/images.rs
index 8c163d9..4dfb13f 100644
--- a/harnesses/gtauri/src/images.rs
+++ b/harnesses/gtauri/src/images.rs
@@ -89,14 +89,37 @@ pub fn encode_jpeg(rgb: &[u8], width: u32, height: u32, quality: u8) -> Result<V
 }
 
 /// Full pipeline: decode + orient + fit to `target` box.
+///
+/// JPEG goes through turbojpeg (fast DCT-scaled decode). When that fails —
+/// the classic case is a WEBP/GIF file saved with a `.jpg` name, which
+/// turbojpeg rejects ("Not a JPEG file: starts with 0x52 0x49" = RIFF) —
+/// fall back to the format-guessing `image` crate so mislabeled files still
+/// render. (Files that fail BOTH are marked BROKEN upstream and never
+/// retried.)
 pub fn make_thumb(path: &Path, target: u32) -> Result<Thumb, String> {
     match path.extension().and_then(|e| e.to_str()).map(|e| e.to_ascii_lowercase()) {
-        Some(ref ext) if ext == "jpg" || ext == "jpeg" => thumb_jpeg(path, target),
-        Some(ref ext) if ext == "png" => thumb_png(path, target),
-        _ => Err(format!("unsupported type: {}", path.display())),
+        Some(ref ext) if ext == "jpg" || ext == "jpeg" => {
+            thumb_jpeg(path, target).or_else(|e| {
+                generic_decode(path, target).map_err(|ge| format!("{e}; fallback: {ge}"))
+            })
+        }
+        _ => generic_decode(path, target),
     }
 }
 
+/// Format-guessing decode (webp, gif, png, …) for non-turbojpeg files.
+pub fn generic_decode(path: &Path, target: u32) -> Result<Thumb, String> {
+    let img = image::ImageReader::open(path)
+        .map_err(|e| format!("open {}: {e}", path.display()))?
+        .with_guessed_format()
+        .map_err(|e| format!("format: {e}"))?
+        .decode()
+        .map_err(|e| format!("decode {}: {e}", path.display()))?;
+    let rgb = img.to_rgb8();
+    let (w, h) = (rgb.width(), rgb.height());
+    Ok(fit_to_target(rgb.into_raw(), w, h, target, w, h, 1))
+}
+
 fn thumb_jpeg(path: &Path, target: u32) -> Result<Thumb, String> {
     let data = std::fs::read(path).map_err(|e| format!("read {}: {e}", path.display()))?;
     let mut d = Decompressor::new().map_err(|e| e.to_string())?;
diff --git a/harnesses/gtauri/src/lib.rs b/harnesses/gtauri/src/lib.rs
index 4ba2253..e5869c6 100644
--- a/harnesses/gtauri/src/lib.rs
+++ b/harnesses/gtauri/src/lib.rs
@@ -14,13 +14,13 @@
 //! prefetch queue, no worker pool — Chromium asks for exactly what the
 //! viewport is about to show.
 
-use std::collections::HashMap;
+use std::collections::{HashMap, HashSet, VecDeque};
 use std::path::{Path, PathBuf};
 use std::sync::atomic::{AtomicUsize, Ordering};
-use std::sync::{mpsc, LazyLock, Mutex, RwLock};
+use std::sync::{mpsc, LazyLock, Mutex, RwLock, Condvar};
 
 use log::{Level, LevelFilter, Log, Metadata, Record};
-use serde::Serialize;
+use serde::{Deserialize, Serialize};
 
 use tauri::Emitter as _;
 use tauri::Listener as _;
@@ -34,10 +34,10 @@ mod scan;
 #[cfg(target_os = "android")]
 const ANDROID_PACKAGE: &str = "wow.gmp.gallery";
 
-/// Grid thumbnail longest side (px). Grid cells are ~420 css px at dpr ~2.75
-/// on the Pixel 9 Pro (~1150 device px); 1024 keeps the decode + cache
-/// small and is still sharp in the cell.
-const THUMB_TARGET: u32 = 1024;
+/// Grid thumbnail longest side (px). Cells are ~410 device px wide on the
+/// Pixel 9 Pro (1280 / 3 cols); 512 is sharp at cell size while letting a
+/// 48 MP photo decode at 1/8 DCT scale instead of 1/4 (4x cheaper).
+const THUMB_TARGET: u32 = 512;
 const THUMB_QUALITY: u8 = 82;
 
 /// One image known to the app. `id` is the DB rowid (stable per row).
@@ -64,6 +64,297 @@ static FR_TX: Mutex<Option<mpsc::Sender<String>>> = Mutex::new(None);
 /// reported on the IMG status line.
 static CACHE_HITS: AtomicUsize = AtomicUsize::new(0);
 
+// ---------------------------------------------------------------------------
+// thumbnail memory cache + scroll prefetch
+
+/// In-memory LRU of ENCODED bytes (thumb JPEGs, full-res originals).
+/// A mem hit is ~0 ms — the whole point: fast/long scrolls hit cache
+/// because the workers raced ahead of the viewport.
+struct ByteLru {
+    cap: u64,
+    map: HashMap<i64, Vec<u8>>,
+    order: VecDeque<i64>,
+    bytes: u64,
+}
+
+impl ByteLru {
+    fn new(cap: u64) -> Self {
+        Self { cap, map: HashMap::new(), order: VecDeque::new(), bytes: 0 }
+    }
+    fn get(&self, id: i64) -> Option<Vec<u8>> {
+        self.map.get(&id).cloned()
+    }
+    fn has(&self, id: i64) -> bool {
+        self.map.contains_key(&id)
+    }
+    fn put(&mut self, id: i64, bytes: Vec<u8>) {
+        if let Some(old) = self.map.get(&id) {
+            self.bytes -= old.len() as u64;
+        }
+        self.bytes += bytes.len() as u64;
+        self.order.push_back(id);
+        self.map.insert(id, bytes);
+        while self.bytes > self.cap {
+            match self.order.pop_front() {
+                Some(old) => {
+                    if let Some(v) = self.map.remove(&old) {
+                        self.bytes -= v.len() as u64;
+                    }
+                }
+                None => break,
+            }
+        }
+    }
+}
+
+static MEM: LazyLock<Mutex<ByteLru>> =
+    LazyLock::new(|| Mutex::new(ByteLru::new(128 * 1024 * 1024))); // ~5000 encoded thumbs
+/// Full-res originals for the viewer: a hit makes openViewer instant even
+/// after scrolling far (the file read never touches the main thread).
+static FULL_MEM: LazyLock<Mutex<ByteLru>> =
+    LazyLock::new(|| Mutex::new(ByteLru::new(256 * 1024 * 1024)));
+
+fn mem_get(id: i64) -> Option<Vec<u8>> {
+    MEM.lock().unwrap().get(id)
+}
+
+fn mem_put(id: i64, bytes: Vec<u8>) {
+    MEM.lock().unwrap().put(id, bytes);
+}
+
+/// NORMAL queue: the prefetch window (off-screen, ahead of the viewport).
+/// URGENT queue: ids Chromium actually requested (visible band). The worker
+/// always drains URGENT first — requested cells jump the off-screen line.
+///
+/// WHY A QUEUE AT ALL: wry calls our protocol handler SYNCHRONOUSLY from
+/// shouldInterceptRequest on Chromium's MAIN thread (wry RustWebViewClient.kt).
+/// Decoding there would serialize ~20 visible cells × 30-100 ms of file read
+/// + decode + encode on the main thread (observed: seconds of blank cells
+/// after a jump). So the handler returns a 1x1 placeholder instantly on a
+/// miss; the worker decodes off-main; JS re-requests on `thumb-ready` and
+/// gets a mem hit. wry also forces Cache-Control: no-store on our responses,
+/// so the mem cache is effectively the HTTP cache.
+/// ONE queue, one lock, one condvar (the classic pattern — the earlier
+/// two-queue design stranded urgent items when the worker slept on the
+/// other queue's condvar, and a variant holding the urgent lock across the
+/// sleep was a straight deadlock). `urgent` jobs (real requests for visible
+/// cells) push_front; prefetch jobs push_back.
+struct Job {
+    id: i64,
+    /// Display-order index — used to DROP stale work: once the viewport
+    /// has moved STALE_ROWS past a job, that job's cell is far off-screen
+    /// and decoding it is wasted CPU (a user who fled leaves no backlog).
+    idx: u32,
+    urgent: bool,
+    /// true = full-res read for the viewer, false = grid thumbnail.
+    full: bool,
+}
+static Q: LazyLock<Mutex<VecDeque<Job>>> = LazyLock::new(|| Mutex::new(VecDeque::new()));
+static Q_CV: LazyLock<Condvar> = LazyLock::new(|| Condvar::new());
+static INFLIGHT: LazyLock<Mutex<HashSet<i64>>> = LazyLock::new(|| Mutex::new(HashSet::new()));
+/// First visible grid cell (display order) — the viewport anchor from JS.
+static VPORT: std::sync::atomic::AtomicU32 = std::sync::atomic::AtomicU32::new(0);
+/// Jobs farther behind the viewport than this are dropped, not decoded.
+const STALE_ROWS: u32 = 60;
+/// Hard queue ceiling: beyond this, new urgent work is deferred to the
+/// JS 400 ms safety-net retry instead of growing an unbounded backlog.
+const Q_CAP: usize = 600;
+/// id → display-order index (rebuilt on every emit_files).
+static ID_TO_IDX: LazyLock<RwLock<HashMap<i64, u32>>> = LazyLock::new(|| RwLock::new(HashMap::new()));
+/// ids whose file cannot be decoded by ANY decoder (corrupt/mislabeled
+/// garbage) — serve the placeholder forever instead of retry loops.
+static BROKEN: LazyLock<Mutex<HashSet<i64>>> = LazyLock::new(|| Mutex::new(HashSet::new()));
+
+/// 1x1 JPEG in the cell background color (#1c1c22) — served instantly for
+/// cold misses; JS swaps in the real bytes when the worker finishes.
+static PLACEHOLDER: LazyLock<Vec<u8>> = LazyLock::new(|| {
+    let rgb: Vec<u8> = vec![28, 28, 34];
+    images::encode_jpeg(&rgb, 1, 1, 80).expect("1x1 jpeg")
+});
+
+/// App handle for worker → webview events (`thumb-ready`).
+static APP_HANDLE: LazyLock<Mutex<Option<tauri::AppHandle>>> =
+    LazyLock::new(|| Mutex::new(None));
+
+/// Display order (mtime desc, path asc) — same order the grid renders.
+/// Prefetch windows are expressed as index ranges into this.
+static DISPLAY_IDS: LazyLock<RwLock<Vec<i64>>> = LazyLock::new(|| RwLock::new(Vec::new()));
+
+/// Unique tmp-name suffix so two concurrent decode_and_cache calls (the
+/// request path and the prefetch worker can hit the same file) never write
+/// the same tmp file.
+static TMP_SEQ: std::sync::atomic::AtomicU64 = std::sync::atomic::AtomicU64::new(0);
+
+/// Decode → encode → write disk cache. Called from the REQUEST path (which
+/// must be instant — see set_prefetch_window) and from the prefetch worker.
+/// No shared lock: a visible-region request never waits on off-screen work.
+fn decode_and_cache(meta: &Meta) -> Result<Vec<u8>, String> {
+    let cp = thumb_cache_path(&meta.path, meta.mtime, meta.size);
+    if cp.is_file() {
+        // Another path (worker or protocol) filled the disk cache just now.
+        let b = std::fs::read(&cp).map_err(|e| format!("cache read: {e}"))?;
+        if !b.is_empty() {
+            return Ok(b);
+        }
+    }
+    let thumb = images::make_thumb(Path::new(&meta.path), THUMB_TARGET)
+        .map_err(|e| format!("thumb {}: {e}", meta.id))?;
+    let jpeg = images::encode_jpeg(&thumb.rgb, thumb.width, thumb.height, THUMB_QUALITY)
+        .map_err(|e| format!("thumb encode {}: {e}", meta.id))?;
+    // Atomic-ish write: unique tmp then rename (a torn cache file would
+    // poison the key forever).
+    let seq = TMP_SEQ.fetch_add(1, Ordering::Relaxed);
+    let tmp = cp.with_file_name(format!("{}.tmp{}-{}", cp.file_stem().unwrap().to_string_lossy(), std::process::id(), seq));
+    std::fs::write(&tmp, &jpeg).map_err(|e| format!("cache write: {e}"))?;
+    std::fs::rename(&tmp, &cp).map_err(|e| format!("cache rename: {e}"))?;
+    Ok(jpeg)
+}
+
+/// Set the prefetch window to [lo, hi) — REPLACING whatever is queued.
+/// The queue always holds exactly "what is about to be seen": when the
+/// viewport jumps, stale off-screen work (any job, urgent or not) is
+/// dropped instantly, so a fast scroll can never leave a decode backlog
+/// that starves the visible region.
+fn set_prefetch_window(lo: usize, hi: usize) {
+    let ids = DISPLAY_IDS.read().unwrap();
+    if ids.is_empty() || lo >= hi {
+        return;
+    }
+    let lo = lo.min(ids.len());
+    let hi = hi.min(ids.len());
+    if lo >= hi {
+        return;
+    }
+    VPORT.store(lo as u32, Ordering::Relaxed);
+    let mut q = Q.lock().unwrap();
+    let mut inq = INFLIGHT.lock().unwrap();
+    // Stale PREFETCH work (far behind the new viewport) is worthless — drop
+    // it. URGENT jobs (real pending requests) are never dropped here.
+    let kept = q.len();
+    q.retain(|j| {
+        if j.urgent || j.idx + STALE_ROWS >= lo as u32 {
+            return true;
+        }
+        inq.remove(&j.id);
+        false
+    });
+    if q.len() != kept {
+        tr(&format!("window a={lo} drop-stale {}", kept - q.len()));
+    }
+    let mut added = false;
+    for (off, &id) in ids[lo..hi].iter().enumerate() {
+        if inq.contains(&id) {
+            continue; // one decode in flight; it will land in mem soon
+        }
+        if MEM.lock().unwrap().has(id) {
+            continue;
+        }
+        inq.insert(id);
+        q.push_back(Job { id, idx: (lo + off) as u32, urgent: false, full: false });
+        added = true;
+    }
+    if added {
+        Q_CV.notify_one();
+    }
+}
+
+/// Pop the next job, dropping stale ones (far behind the viewport) as we
+/// pass them. Blocks on the condvar when the queue is empty. Hold nothing
+/// across the block; the wait re-checks under the same lock the pushers
+/// use, so no notify can be lost.
+fn pop_next() -> Job {
+    let mut g = Q.lock().unwrap();
+    loop {
+        if g.is_empty() {
+            g = Q_CV.wait(g).unwrap();
+            continue;
+        }
+        // Only PREFETCH work is droppable. URGENT jobs are real pending
+        // requests (JS/Chromium is waiting on them) — even if the viewport
+        // anchor went stale, they must run.
+        if let Some(j) = g.front() {
+            if !j.urgent && j.idx + STALE_ROWS < VPORT.load(Ordering::Relaxed) {
+                let j = g.pop_front().unwrap();
+                INFLIGHT.lock().unwrap().remove(&j.id);
+                tr(&format!("drop stale id={} idx={}", j.id, j.idx));
+                continue;
+            }
+        }
+        return g.pop_front().unwrap();
+    }
+}
+
+/// One decode worker (N spawned in setup). Decodes OFF the main thread;
+/// emits `thumb-ready` / `full-ready` so JS re-requests (a mem hit, ~1 ms
+/// on main). Parallel workers keep up with fast long scrolls: one worker
+/// decodes ~3 phones/sec of full-res photos; four decode ~12/sec.
+fn decode_worker() {
+    loop {
+        let job = pop_next();
+        let id = job.id;
+        tr(&format!("decode {} start full={}", id, job.full));
+        let t0 = std::time::Instant::now();
+        if let Some(meta) = META.read().unwrap().get(&id).cloned() {
+            if job.full {
+                match std::fs::read(&meta.path) {
+                    Ok(bytes) => {
+                        FULL_MEM.lock().unwrap().put(id, bytes);
+                        tr(&format!("full {id} done {:.0}ms", t0.elapsed().as_secs_f64()));
+                        if let Some(app) = APP_HANDLE.lock().unwrap().as_ref() {
+                            let _ = app.emit("full-ready", serde_json::json!({ "id": id }));
+                        }
+                    }
+                    Err(e) => {
+                        log::warn!("full {id}: {e}");
+                        BROKEN.lock().unwrap().insert(id);
+                        tr(&format!("full {id} BROKEN: {e}"));
+                        if let Some(app) = APP_HANDLE.lock().unwrap().as_ref() {
+                            let _ = app.emit("full-ready", serde_json::json!({ "id": id }));
+                        }
+                    }
+                }
+            } else {
+                match decode_and_cache(&meta) {
+                    Ok(jpeg) => {
+                        mem_put(id, jpeg);
+                        tr(&format!("decode {id} done {:.0}ms", t0.elapsed().as_secs_f64()));
+                        if let Some(app) = APP_HANDLE.lock().unwrap().as_ref() {
+                            let _ = app.emit("thumb-ready", serde_json::json!({ "id": id }));
+                        }
+                    }
+                    Err(e) => {
+                        log::warn!("decode {id}: {e}");
+                        BROKEN.lock().unwrap().insert(id);
+                        tr(&format!("decode {id} BROKEN: {e}"));
+                        if let Some(app) = APP_HANDLE.lock().unwrap().as_ref() {
+                            let _ = app.emit("thumb-ready", serde_json::json!({ "id": id }));
+                        }
+                    }
+                }
+            }
+        }
+        INFLIGHT.lock().unwrap().remove(&id);
+    }
+}
+
+/// Writes a heartbeat line every 2 s. Rust-side liveness: if these stop,
+/// the process died; if they continue but req/js lines stop, the webview
+/// main thread or renderer is dead.
+fn heartbeat() {
+    let mut n = 0u64;
+    loop {
+        let qlen = Q.lock().unwrap().len();
+        let memkb = MEM.lock().unwrap().bytes / 1024;
+        tr(&format!(
+            "hb n={n} q={qlen} mem={}KB broken={}",
+            memkb,
+            BROKEN.lock().unwrap().len()
+        ));
+        n += 1;
+        std::thread::sleep(std::time::Duration::from_secs(2));
+    }
+}
+
 // ---------------------------------------------------------------------------
 // logging (logcat on Android — the log crate is invisible without a backend)
 
@@ -207,35 +498,57 @@ fn prune_cache(dir: &Path, max: u64) {
 // ---------------------------------------------------------------------------
 // the gallery:// protocol
 
-/// Decode → cache → serve a grid thumbnail for `id`. Returns JPEG bytes.
+/// Mem → disk → decode → serve a grid thumbnail for `id`. Returns JPEG
+/// bytes. Each tier below is only reached when the one above is cold, and
+/// the prefetch worker keeps the top two warm ahead of the viewport.
 fn serve_thumb(id: i64) -> Result<Vec<u8>, String> {
+    tr(&format!("req {id}"));
+    if let Some(b) = mem_get(id) {
+        tr(&format!("req {id} hit-mem"));
+        return Ok(b);
+    }
     let meta = {
-
         let m = META.read().unwrap();
-        let meta = m.get(&id).cloned().ok_or_else(|| format!("no item {id}"))?;
-        drop(m);
-        meta
+        m.get(&id).cloned().ok_or_else(|| format!("no item {id}"))?
     };
     let cp = thumb_cache_path(&meta.path, meta.mtime, meta.size);
     if cp.is_file() {
         CACHE_HITS.fetch_add(1, Ordering::Relaxed);
-        return std::fs::read(&cp).map_err(|e| format!("cache read: {e}"));
+        let b = std::fs::read(&cp).map_err(|e| format!("cache read: {e}"))?;
+        if !b.is_empty() {
+            mem_put(id, b.clone());
+            tr(&format!("req {id} hit-disk"));
+            return Ok(b);
+        }
     }
-
-    let thumb = images::make_thumb(Path::new(&meta.path), THUMB_TARGET)
-        .map_err(|e| format!("thumb {id}: {e}"))?;
-
-    let jpeg = images::encode_jpeg(&thumb.rgb, thumb.width, thumb.height, THUMB_QUALITY)
-        .map_err(|e| format!("thumb encode {id}: {e}"))?;
-    // Atomic-ish write: tmp then rename (a torn cache file would poison
-    // the key forever).
-    let tmp = cp.with_extension("tmp");
-    std::fs::write(&tmp, &jpeg).map_err(|e| format!("cache write: {e}"))?;
-    std::fs::rename(&tmp, &cp).map_err(|e| format!("cache rename: {e}"))?;
-    Ok(jpeg)
+    // Corrupt file: placeholder forever, no retry loop.
+    if BROKEN.lock().unwrap().contains(&id) {
+        tr(&format!("req {id} broken"));
+        return Ok(PLACEHOLDER.as_slice().to_vec());
+    }
+    // Cold miss: NEVER decode here (main thread!). Queue it URGENT (front
+    // of the queue) and return the 1x1 placeholder in ~1 ms. The worker
+    // emits `thumb-ready`; JS re-requests; that hit is instant.
+    let idx = ID_TO_IDX.read().unwrap().get(&id).copied().unwrap_or(u32::MAX);
+    {
+        let mut q = Q.lock().unwrap();
+        let mut inq = INFLIGHT.lock().unwrap();
+        if !inq.contains(&id) && q.len() < Q_CAP {
+            inq.insert(id);
+            q.push_front(Job { id, idx, urgent: true, full: false });
+        }
+    }
+    Q_CV.notify_one();
+    tr(&format!("req {id} placeholder"));
+    Ok(PLACEHOLDER.as_slice().to_vec())
 }
 
-/// Serve the original file (viewer). Content type from the extension.
+/// Serve the original file (viewer). NEVER reads the file on the main
+/// thread: a 30-50 MB flash read there would freeze the whole WebView.
+/// Mem hit → real bytes; miss → enqueue an urgent FULL job (front of the
+/// queue, ahead of any grid work) + 1x1 placeholder. JS already showed
+/// the grid thumb; when the read lands it swaps in the full-res on
+/// `full-ready`.
 fn serve_full(id: i64) -> Result<(Vec<u8>, &'static str), String> {
     let meta = META.read().unwrap().get(&id).cloned().ok_or_else(|| format!("no item {id}"))?;
     let ct = match meta.path.rsplit('.').next().unwrap_or("").to_ascii_lowercase().as_str() {
@@ -244,8 +557,25 @@ fn serve_full(id: i64) -> Result<(Vec<u8>, &'static str), String> {
         "gif" => "image/gif",
         _ => "image/jpeg",
     };
-    let bytes = std::fs::read(&meta.path).map_err(|e| format!("read {}: {e}", meta.path))?;
-    Ok((bytes, ct))
+    if BROKEN.lock().unwrap().contains(&id) {
+        return Ok((PLACEHOLDER.as_slice().to_vec(), "image/jpeg"));
+    }
+    if let Some(b) = FULL_MEM.lock().unwrap().get(id) {
+        tr(&format!("full {id} hit-mem"));
+        return Ok((b, ct));
+    }
+    tr(&format!("full {id} placeholder"));
+    let idx = ID_TO_IDX.read().unwrap().get(&id).copied().unwrap_or(u32::MAX);
+    {
+        let mut q = Q.lock().unwrap();
+        let mut inq = INFLIGHT.lock().unwrap();
+        if !inq.contains(&id) && q.len() < Q_CAP {
+            inq.insert(id);
+            q.push_front(Job { id, idx, urgent: true, full: true });
+        }
+    }
+    Q_CV.notify_one();
+    Ok((PLACEHOLDER.as_slice().to_vec(), "image/jpeg"))
 }
 
 /// `gallery://thumb/<id>` and `gallery://full/<id>`.
@@ -317,6 +647,9 @@ fn emit_files(app: &tauri::AppHandle, scanning: bool, found: usize) {
         v.sort_by(|a, b| b.mtime.cmp(&a.mtime).then_with(|| a.path.cmp(&b.path)));
         v.into_iter().map(|x| x.id).collect()
     };
+    *DISPLAY_IDS.write().unwrap() = ids.clone();
+    *ID_TO_IDX.write().unwrap() =
+        ids.iter().enumerate().map(|(i, &id)| (id, i as u32)).collect();
     let _ = app.emit("gallery-files", FileList { ids, scanning, found });
 }
 
@@ -420,9 +753,43 @@ pub fn run() {
                 }
             });
             let _ = app.listen("gtauri-log", |event| {
-                let _ = event;
+                // JS-side trace lines (JSON-encoded string payload)
+                let s = serde_json::from_str::<String>(event.payload())
+                    .unwrap_or_else(|_| event.payload().to_string());
+                tr(&s);
             });
 
+            // Scroll anchor from JS (throttled to ~7 Hz): `a` = index of the
+            // first visible grid cell. REPLACES the prefetch window with
+            // [a, a+60) — the visible band plus ~13 rows ahead. Stale
+            // off-screen work from a previous position is dropped, never
+            // allowed to run ahead of what is about to be seen.
+            let _ = app.listen("gtauri-scroll", |event| {
+                #[derive(Deserialize)]
+                struct Anchor {
+                    a: usize,
+                }
+                if let Ok(x) = serde_json::from_str::<Anchor>(event.payload()) {
+                    tr(&format!("anchor a={}", x.a));
+                    // Window starts AT the first visible row, not behind it:
+                    // Chromium's lazy loader can lag a fast jump by a beat,
+                    // and the workers warming the visible band make those
+                    // requests pure mem hits. (Warm cells dedupe out.)
+                    // set_prefetch_window also VPORTs and drops all work
+                    // left more than STALE_ROWS behind the new position.
+                    set_prefetch_window(x.a, x.a + 60);
+                }
+            });
+
+            *APP_HANDLE.lock().unwrap() = Some(handle.clone());
+            // Parallel decode pool: one worker could not keep up with a
+            // fast long scroll (observed 2400-deep backlog draining at
+            // ~3 cells/s). Four workers decode ~12 full-res photos/s.
+            for _ in 0..4 {
+                std::thread::spawn(decode_worker);
+            }
+            std::thread::spawn(heartbeat);
+
             // Cache prune on startup (cheap: one readdir).
             std::thread::spawn(|| prune_cache(&thumbs_dir(), THUMB_CACHE_MAX));
 
@@ -438,6 +805,9 @@ pub fn run() {
                 Err(e) => log::warn!("no DB yet ({e}); scan will create it"),
             }
             emit_files(&handle, true, META.read().unwrap().len());
+            // Warm the first two screens before Chromium's lazy loader gets
+            // to them (it requests ~30 at once; we'd rather be ahead).
+            set_prefetch_window(0, 36);
             spawn_scan(handle);
 
             Ok(())
diff --git a/harnesses/gtauri/src/scan.rs b/harnesses/gtauri/src/scan.rs
index 8a39bdd..70a5141 100644
--- a/harnesses/gtauri/src/scan.rs
+++ b/harnesses/gtauri/src/scan.rs
@@ -79,6 +79,13 @@ fn walk_dir(dir: &Path, out: &mut Vec<Entry>, on_batch: &dyn Fn(&[Entry])) {
         if !ft.is_file() {
             continue;
         }
+        // OS junk that masquerades as photos: macOS AppleDouble
+        // resource forks ("._IMG…jpg"), hidden files, .DS_Store, …
+        // Not decodable — they render as permanent gray cells.
+        let name = p.file_name().and_then(|n| n.to_str()).unwrap_or("");
+        if name.starts_with('.') {
+            continue;
+        }
         let Some(ext) = p.extension().and_then(|e| e.to_str()) else { continue };
         if !IMAGE_EXTS.contains(&ext.to_ascii_lowercase().as_str()) {
             continue;