diff --git a/examples/crash_reporter/backend/config/config.example.php b/examples/crash_reporter/backend/config/config.example.php
index 546d8ce..853638a 100644
--- a/examples/crash_reporter/backend/config/config.example.php
+++ b/examples/crash_reporter/backend/config/config.example.php
@@ -19,8 +19,10 @@ return [
         'driver' => 'sqlite', // sqlite | mysql | mariadb (alias)
         'sqlite_path' => __DIR__ . '/../data/crashes.sqlite',
         'mysql' => [
+            // Alpine: if TCP fails with "Connection refused", set socket (see /etc/my.cnf.d/*.cnf)
             'host' => '127.0.0.1',
             'port' => 3306,
+            'socket' => '/run/mysqld/mysqld.sock', // leave '' to use host+port only
             'database' => 'androidcast_crashes',
             'username' => 'androidcast',
             'password' => 'change-me',
diff --git a/examples/crash_reporter/backend/public/api/diag.php b/examples/crash_reporter/backend/public/api/diag.php
index ccdbbc1..fe8733b 100644
--- a/examples/crash_reporter/backend/public/api/diag.php
+++ b/examples/crash_reporter/backend/public/api/diag.php
@@ -26,9 +26,12 @@ if ($driver === 'sqlite') {
     $out['data_dir_writable'] = is_string($path) && is_writable(dirname($path));
 } else {
     $m = cfg('db.mysql', []);
+    $socket = trim((string) ($m['socket'] ?? ''));
     $out['mysql'] = [
         'host' => $m['host'] ?? '127.0.0.1',
         'port' => (int) ($m['port'] ?? 3306),
+        'socket' => $socket,
+        'socket_exists' => $socket !== '' && file_exists($socket),
         'database' => $m['database'] ?? 'androidcast_crashes',
         'username' => $m['username'] ?? '',
     ];
diff --git a/examples/crash_reporter/backend/public/api/report_tags.php b/examples/crash_reporter/backend/public/api/report_tags.php
index 9ab47c9..f012031 100644
--- a/examples/crash_reporter/backend/public/api/report_tags.php
+++ b/examples/crash_reporter/backend/public/api/report_tags.php
@@ -6,8 +6,10 @@ if (!Auth::user()) {
     json_out(['ok' => false, 'error' => 'unauthorized'], 401);
 }
 
+$method = strtoupper($_SERVER['REQUEST_METHOD'] ?? 'GET');
 $id = (int) ($_GET['id'] ?? 0);
-if ($_SERVER['REQUEST_METHOD'] === 'GET') {
+
+if ($method === 'GET') {
     if ($id <= 0) {
         json_out(['ok' => false, 'error' => 'invalid id'], 400);
     }
@@ -28,6 +30,10 @@ if (!Auth::canEditTags()) {
     json_out(['ok' => false, 'error' => 'forbidden'], 403);
 }
 
+if ($method !== 'PUT' && $method !== 'POST') {
+    json_out(['ok' => false, 'error' => 'method not allowed'], 405);
+}
+
 $raw = file_get_contents('php://input');
 $data = is_string($raw) && $raw !== '' ? json_decode($raw, true) : $_POST;
 if (!is_array($data)) {
@@ -58,5 +64,9 @@ try {
     ]);
 } catch (Throwable $e) {
     error_log('report_tags: ' . $e->getMessage());
-    json_out(['ok' => false, 'error' => 'save failed'], 500);
+    $out = ['ok' => false, 'error' => 'save failed'];
+    if (cfg('debug')) {
+        $out['hint'] = $e->getMessage();
+    }
+    json_out($out, 500);
 }
diff --git a/examples/crash_reporter/backend/public/api/reports.php b/examples/crash_reporter/backend/public/api/reports.php
index de0efc2..d0b785c 100644
--- a/examples/crash_reporter/backend/public/api/reports.php
+++ b/examples/crash_reporter/backend/public/api/reports.php
@@ -16,11 +16,62 @@ if (!in_array($perPage, $allowedPerPage, true)) {
 $sort = (string) ($_GET['sort'] ?? ($grouped ? 'cnt' : 'priority'));
 $dir = (string) ($_GET['dir'] ?? 'desc');
 $sinceMs = max(0, (int) ($_GET['since_ms'] ?? 0));
+$similarTo = max(0, (int) ($_GET['similar_to'] ?? 0));
+$searchQ = trim((string) ($_GET['q'] ?? ''));
+$suggest = isset($_GET['suggest']) && $_GET['suggest'] === '1';
+
+$filters = [];
+$device = trim((string) ($_GET['filter_device'] ?? ''));
+if ($device !== '') {
+    $filters['device'] = $device;
+}
+$abi = trim((string) ($_GET['filter_abi'] ?? ''));
+if ($abi !== '') {
+    $filters['abi'] = $abi;
+}
+$osSdk = max(0, (int) ($_GET['filter_os_sdk'] ?? 0));
+if ($osSdk > 0) {
+    $filters['os_sdk'] = $osSdk;
+}
+$osRelease = trim((string) ($_GET['filter_os_release'] ?? ''));
+if ($osRelease !== '') {
+    $filters['os_release'] = $osRelease;
+}
+$appVersion = trim((string) ($_GET['filter_app_version'] ?? ''));
+if ($appVersion !== '') {
+    $filters['app_version'] = $appVersion;
+}
+$build = trim((string) ($_GET['filter_build'] ?? ''));
+if ($build !== '') {
+    $filters['build'] = $build;
+}
 
 try {
-    $data = ReportRepository::listPage($grouped, $page, $perPage, $sort, $dir, $sinceMs);
+    if ($suggest) {
+        json_out([
+            'ok' => true,
+            'suggestions' => ReportRepository::searchSuggestions($searchQ),
+            'q' => $searchQ,
+        ]);
+    }
+    if ($searchQ !== '') {
+        $data = ReportRepository::search($searchQ, $page, $perPage, $sinceMs);
+    } elseif ($similarTo > 0) {
+        $data = ReportRepository::listSimilar($similarTo, $page, $perPage, $sinceMs);
+    } elseif ($filters !== []) {
+        $data = ReportRepository::listFiltered($filters, $page, $perPage, $sort, $dir, $sinceMs);
+    } else {
+        $data = ReportRepository::listPage($grouped, $page, $perPage, $sort, $dir, $sinceMs);
+    }
     json_out(['ok' => true] + $data);
 } catch (Throwable $e) {
     error_log('reports api: ' . $e->getMessage());
-    json_out(['ok' => false, 'error' => 'list failed'], 500);
+    $out = ['ok' => false, 'error' => 'list failed'];
+    if (cfg('debug')) {
+        $out['hint'] = $e->getMessage();
+        if (str_contains($e->getMessage(), '2002')) {
+            $out['hint'] .= ' — use db.mysql.socket (/run/mysqld/mysqld.sock on Alpine); TCP 3306 is closed';
+        }
+    }
+    json_out($out, 500);
 }
diff --git a/examples/crash_reporter/backend/public/assets/css/app.css b/examples/crash_reporter/backend/public/assets/css/app.css
index 06d1639..91ded25 100644
--- a/examples/crash_reporter/backend/public/assets/css/app.css
+++ b/examples/crash_reporter/backend/public/assets/css/app.css
@@ -537,6 +537,122 @@ a:hover { text-decoration: underline; }
   color: #fff;
   background: var(--tag-bg, #5c6b82);
 }
+.reports-filter-banner {
+  margin: 8px 0 0;
+  padding: 10px 12px;
+  border-radius: 8px;
+  background: var(--surface2);
+  border: 1px solid var(--border);
+}
+.reports-filter-banner a { font-weight: 600; }
+
+.reports-search-row {
+  display: flex;
+  flex-wrap: wrap;
+  align-items: flex-end;
+  gap: 10px 14px;
+  margin: 12px 0 8px;
+}
+.reports-search-label {
+  font-size: 13px;
+  color: var(--muted);
+  flex: 0 0 auto;
+}
+.reports-search-field {
+  position: relative;
+  flex: 1 1 280px;
+  min-width: 200px;
+}
+.reports-search-input {
+  width: 100%;
+  padding: 10px 12px;
+  border-radius: 8px;
+  border: 1px solid var(--border);
+  background: var(--bg);
+  color: var(--text);
+  font-size: 14px;
+}
+.reports-search-input:focus {
+  outline: 2px solid var(--accent);
+  outline-offset: 1px;
+}
+.reports-search-suggest {
+  position: absolute;
+  z-index: 20;
+  left: 0;
+  right: 0;
+  top: calc(100% + 4px);
+  margin: 0;
+  padding: 4px 0;
+  list-style: none;
+  background: var(--surface);
+  border: 1px solid var(--border);
+  border-radius: 8px;
+  box-shadow: 0 8px 24px rgba(0, 0, 0, .25);
+  max-height: 240px;
+  overflow-y: auto;
+}
+.reports-search-suggest[hidden] { display: none; }
+.suggest-item {
+  display: block;
+  width: 100%;
+  text-align: left;
+  padding: 8px 12px;
+  border: none;
+  background: transparent;
+  color: var(--text);
+  font-size: 13px;
+  cursor: pointer;
+}
+.suggest-item:hover,
+.suggest-item:focus-visible {
+  background: var(--row-hover);
+  outline: none;
+}
+
+.stack-block-head {
+  display: flex;
+  flex-wrap: wrap;
+  align-items: center;
+  justify-content: space-between;
+  gap: 12px;
+  margin-bottom: 10px;
+}
+.stack-block-head h2 { margin: 0; }
+.btn-similar {
+  margin-left: 0;
+  white-space: nowrap;
+  font-size: 13px;
+}
+
+.detail-filter-link {
+  color: var(--text);
+  text-decoration: none;
+  border-radius: 6px;
+  padding: 2px 4px;
+  margin: -2px -4px;
+  transition: background .12s ease, color .12s ease;
+}
+.detail-filter-link:hover,
+.detail-filter-link:focus-visible {
+  background: var(--row-hover);
+  color: var(--accent);
+  outline: none;
+}
+.detail-filter-link--tag {
+  display: inline-block;
+  padding: 2px 8px;
+  border-radius: 999px;
+  background: var(--surface2);
+  border: 1px solid var(--border);
+  font-size: 12px;
+  font-weight: 600;
+}
+.detail-filter-link--tag:hover {
+  border-color: var(--accent);
+}
+.detail-abi-row { line-height: 1.8; }
+
 .exc { color: var(--danger); font-weight: 600; }
 .cards { display: grid; grid-template-columns: repeat(auto-fit, minmax(220px, 1fr)); gap: 16px; margin: 20px 0; }
 .card { background: var(--surface); border: 1px solid var(--border); border-radius: 10px; padding: 16px; }
diff --git a/examples/crash_reporter/backend/public/assets/js/app.js b/examples/crash_reporter/backend/public/assets/js/app.js
index c99cac8..a762cdd 100644
--- a/examples/crash_reporter/backend/public/assets/js/app.js
+++ b/examples/crash_reporter/backend/public/assets/js/app.js
@@ -46,6 +46,7 @@
 
   const GROUP_COLUMNS = [
     { key: 'cnt', label: 'Count' },
+    { key: 'rating', label: 'Rating', fmt: 'stars' },
     { key: 'fingerprint', label: 'Fingerprint', fmt: 'fp' },
     { key: 'crash_type', label: 'Type' },
     { key: 'last_generated_ms', label: 'Last generated', fmt: 'time' },
@@ -330,71 +331,159 @@
     cg.innerHTML = html;
   }
 
-  function setupColumnResize(table, isGrouped, onLayoutChange) {
-    if (isGrouped) return;
-    const widths = getColWidths();
-    table.querySelectorAll('.col-resizer').forEach((handle) => {
-      handle.addEventListener('mousedown', (e) => {
-        e.preventDefault();
-        e.stopPropagation();
-        const colKey = handle.getAttribute('data-resize-col');
-        const th = handle.closest('th');
-        if (!colKey || !th) return;
-        const startX = e.clientX;
-        const startW = th.getBoundingClientRect().width;
+  function bindReportsTableLayout(table, thead, ctx) {
+    if (!table || !thead || table.dataset.layoutBound === '1') return;
+    table.dataset.layoutBound = '1';
+    let dragKey = null;
 
-        const onMove = (ev) => {
-          const w = Math.max(48, Math.round(startW + (ev.clientX - startX)));
-          widths[colKey] = w;
-          th.style.width = w + 'px';
-          applyColgroup(false);
-        };
-        const onUp = () => {
-          document.removeEventListener('mousemove', onMove);
-          document.removeEventListener('mouseup', onUp);
-          saveColWidths(widths);
-          if (onLayoutChange) onLayoutChange();
-        };
-        document.addEventListener('mousemove', onMove);
-        document.addEventListener('mouseup', onUp);
-      });
+    thead.addEventListener('dragstart', (e) => {
+      const handle = e.target.closest('.th-drag');
+      if (!handle || ctx.getGrouped()) return;
+      dragKey = handle.getAttribute('data-col-key');
+      const th = handle.closest('th');
+      if (th) th.classList.add('th-dragging');
+      if (e.dataTransfer) {
+        e.dataTransfer.effectAllowed = 'move';
+        e.dataTransfer.setData('text/plain', dragKey || '');
+      }
+    });
+
+    thead.addEventListener('dragend', (e) => {
+      const th = e.target.closest('th');
+      if (th) th.classList.remove('th-dragging');
+      dragKey = null;
+    });
+
+    thead.addEventListener('dragover', (e) => {
+      if (ctx.getGrouped()) return;
+      if (!e.target.closest('th[data-col-key]')) return;
+      e.preventDefault();
+      if (e.dataTransfer) e.dataTransfer.dropEffect = 'move';
+    });
+
+    thead.addEventListener('drop', (e) => {
+      if (ctx.getGrouped()) return;
+      const th = e.target.closest('th[data-col-key]');
+      if (!th) return;
+      e.preventDefault();
+      const sourceKey =
+        (e.dataTransfer && e.dataTransfer.getData('text/plain')) || dragKey;
+      const targetKey = th.getAttribute('data-col-key');
+      if (!sourceKey || !targetKey || sourceKey === targetKey) return;
+      const order = getOrderedColumnKeys();
+      const from = order.indexOf(sourceKey);
+      const to = order.indexOf(targetKey);
+      if (from < 0 || to < 0) return;
+      order.splice(from, 1);
+      order.splice(to, 0, sourceKey);
+      saveColumnOrder(order);
+      dragKey = null;
+      ctx.refreshLayout();
+    });
+
+    table.addEventListener('mousedown', (e) => {
+      if (ctx.getGrouped()) return;
+      const handle = e.target.closest('.col-resizer');
+      if (!handle) return;
+      e.preventDefault();
+      e.stopPropagation();
+      const colKey = handle.getAttribute('data-resize-col');
+      const th = handle.closest('th');
+      if (!colKey || !th) return;
+      const widths = getColWidths();
+      const startX = e.clientX;
+      const startW = th.getBoundingClientRect().width;
+
+      const onMove = (ev) => {
+        const w = Math.max(48, Math.round(startW + (ev.clientX - startX)));
+        widths[colKey] = w;
+        th.style.width = w + 'px';
+        th.style.minWidth = w + 'px';
+        th.style.maxWidth = w + 'px';
+        const cg = document.getElementById('reports-colgroup');
+        const col = cg && cg.querySelector('col[data-col="' + colKey + '"]');
+        if (col) col.style.width = w + 'px';
+        else if (colKey === 'tags') {
+          const tagCol = cg && cg.querySelector('col.col-tags');
+          if (tagCol) tagCol.style.width = w + 'px';
+        }
+      };
+      const onUp = () => {
+        document.removeEventListener('mousemove', onMove);
+        document.removeEventListener('mouseup', onUp);
+        saveColWidths(widths);
+        applyColgroup(false);
+      };
+      document.addEventListener('mousemove', onMove);
+      document.addEventListener('mouseup', onUp);
     });
   }
 
-  function setupColumnDrag(thead, isGrouped, onReorder) {
-    if (isGrouped) return;
-    let dragKey = null;
-    thead.querySelectorAll('th.th-draggable').forEach((th) => {
-      th.addEventListener('dragstart', (e) => {
-        dragKey = th.getAttribute('data-col-key');
-        th.classList.add('th-dragging');
-        if (e.dataTransfer) {
-          e.dataTransfer.effectAllowed = 'move';
-          e.dataTransfer.setData('text/plain', dragKey || '');
-        }
-      });
-      th.addEventListener('dragend', () => {
-        th.classList.remove('th-dragging');
-        dragKey = null;
-      });
-      th.addEventListener('dragover', (e) => {
-        e.preventDefault();
-        if (e.dataTransfer) e.dataTransfer.dropEffect = 'move';
-      });
-      th.addEventListener('drop', (e) => {
-        e.preventDefault();
-        const targetKey = th.getAttribute('data-col-key');
-        if (!dragKey || !targetKey || dragKey === targetKey) return;
-        const order = getOrderedColumnKeys();
-        const from = order.indexOf(dragKey);
-        const to = order.indexOf(targetKey);
-        if (from < 0 || to < 0) return;
-        order.splice(from, 1);
-        order.splice(to, 0, dragKey);
-        saveColumnOrder(order);
-        if (onReorder) onReorder();
-      });
-    });
+  function parseListContext() {
+    const p = new URLSearchParams(window.location.search);
+    return {
+      similarTo: Number(p.get('similar_to')) || 0,
+      filterDevice: p.get('filter_device') || '',
+      filterAbi: p.get('filter_abi') || '',
+      filterOsSdk: Number(p.get('filter_os_sdk')) || 0,
+      filterOsRelease: p.get('filter_os_release') || '',
+      filterAppVersion: p.get('filter_app_version') || '',
+      filterBuild: p.get('filter_build') || '',
+      searchQuery: p.get('q') || '',
+    };
+  }
+
+  function listContextActive(ctx) {
+    return (
+      ctx.similarTo > 0 ||
+      !!ctx.filterDevice ||
+      !!ctx.filterAbi ||
+      ctx.filterOsSdk > 0 ||
+      !!ctx.filterOsRelease ||
+      !!ctx.filterAppVersion ||
+      !!ctx.filterBuild ||
+      !!ctx.searchQuery
+    );
+  }
+
+  function updateFilterBanner(ctx, bannerEl) {
+    if (!bannerEl) return;
+    const parts = [];
+    if (ctx.similarTo > 0) {
+      parts.push('Similar reports for #' + ctx.similarTo);
+    }
+    if (ctx.filterDevice) {
+      parts.push('Device: “' + ctx.filterDevice + '”');
+    }
+    if (ctx.filterAbi) {
+      parts.push('ABI: ' + ctx.filterAbi);
+    }
+    if (ctx.filterOsSdk > 0) {
+      parts.push('SDK ' + ctx.filterOsSdk);
+    }
+    if (ctx.filterOsRelease) {
+      parts.push('Android ' + ctx.filterOsRelease);
+    }
+    if (ctx.filterAppVersion) {
+      parts.push('App ' + ctx.filterAppVersion);
+    }
+    if (ctx.filterBuild) {
+      parts.push('Build ' + ctx.filterBuild);
+    }
+    if (ctx.searchQuery) {
+      parts.push('Search: “' + ctx.searchQuery + '”');
+    }
+    if (!parts.length) {
+      bannerEl.hidden = true;
+      bannerEl.textContent = '';
+      return;
+    }
+    bannerEl.hidden = false;
+    bannerEl.innerHTML =
+      parts.join(' · ') +
+      ' — <a href="' +
+      escapeHtml(basePath() + '/?view=reports') +
+      '">Clear filters</a>';
   }
 
   function navigateTo(href) {
@@ -449,9 +538,14 @@
     const perPageSel = document.getElementById('per-page-select');
 
     const table = document.getElementById('reports-tree');
-    let grouped = app.getAttribute('data-grouped') === '1';
+    const filterBanner = document.getElementById('reports-filter-banner');
+    const listContext = parseListContext();
+    let grouped = listContextActive(listContext)
+      ? false
+      : app.getAttribute('data-grouped') === '1';
     let page = 1;
     let perPage = Number(lsGet(STORAGE.perPage, '50')) || 50;
+    let listTotal = 0;
     const saved = loadSavedSort(grouped);
     let sort = saved.sort;
     let dir = saved.dir;
@@ -471,14 +565,29 @@
       return apiSortKey(sort) === apiSortKey(colKey);
     }
 
+    const layoutCtx = {
+      getGrouped: () => grouped,
+      refreshLayout: () => {
+        applyColgroup(grouped);
+        renderHead();
+        if (lastItems.length) renderRows(lastItems);
+      },
+    };
+
     function refreshTableChrome() {
-      applyColgroup(grouped);
-      renderHead();
-      setupColumnResize(table, grouped);
-      setupColumnDrag(thead, grouped, refreshTableChrome);
-      if (lastItems.length) {
-        renderRows(lastItems);
-      }
+      layoutCtx.refreshLayout();
+    }
+
+    bindReportsTableLayout(table, thead, layoutCtx);
+    updateFilterBanner(listContext, filterBanner);
+
+    if (listContextActive(listContext)) {
+      app.setAttribute('data-grouped', '0');
+      app.querySelectorAll('.reports-mode-btn').forEach((b) => {
+        b.classList.toggle('active', b.getAttribute('data-grouped') === '0');
+        b.disabled = true;
+        b.title = 'Disabled while a filter is active';
+      });
     }
 
     if (perPageSel) {
@@ -539,8 +648,7 @@
         let thDrag = '';
         if (!grouped) {
           thClass += ' th-draggable';
-          thDrag =
-            ' draggable="true" data-col-key="' + escapeHtml(c.key);
+          thDrag = ' data-col-key="' + escapeHtml(c.key) + '"';
         }
         html +=
           '<th class="' +
@@ -552,7 +660,11 @@
           '"' +
           w +
           ' scope="col"><span class="th-inner">' +
-          (grouped ? '' : '<span class="th-drag" title="Drag to reorder column" aria-hidden="true">⋮⋮</span>') +
+          (grouped
+            ? ''
+            : '<span class="th-drag" draggable="true" data-col-key="' +
+              escapeHtml(c.key) +
+              '" title="Drag to reorder column" aria-hidden="true">⋮⋮</span>') +
           '<span class="th-label">' +
           escapeHtml(c.label) +
           '</span> <span class="sort-ind" aria-hidden="true">' +
@@ -584,18 +696,38 @@
       });
     }
 
+    function pageRangeEnd(targetPage, totalCount) {
+      return Math.min(targetPage * perPage, totalCount);
+    }
+
     function renderPagination(total) {
+      listTotal = total;
       const pages = Math.max(1, Math.ceil(total / perPage));
       if (page > pages) page = pages;
       const prev = page > 1 ? page - 1 : null;
       const next = page < pages ? page + 1 : null;
+      let prevLabel = '← Previous';
+      let nextLabel = 'Next →';
+      if (prev) {
+        const t = page - 1;
+        const before = (t - 1) * perPage;
+        const through = pageRangeEnd(t, total);
+        prevLabel = '← Previous (' + before + '/' + through + ')';
+      }
+      if (next) {
+        const start = page * perPage + 1;
+        const end = pageRangeEnd(page + 1, total);
+        nextLabel = 'Next (' + start + '/' + end + ') →';
+      }
       let html = '<div class="pagination-inner">';
       html +=
         '<button type="button" class="btn page-btn" data-page="' +
         (prev || '') +
         '" ' +
         (prev ? '' : 'disabled') +
-        '>← Previous</button>';
+        '>' +
+        escapeHtml(prevLabel) +
+        '</button>';
       html +=
         '<span class="page-info">Page ' +
         page +
@@ -609,7 +741,9 @@
         (next || '') +
         '" ' +
         (next ? '' : 'disabled') +
-        '>Next →</button>';
+        '>' +
+        escapeHtml(nextLabel) +
+        '</button>';
       html += '</div>';
       pagination.innerHTML = html;
       pagination.querySelectorAll('.page-btn').forEach((btn) => {
@@ -699,7 +833,7 @@
       if (loading) return;
       loading = true;
       statusEl.textContent = 'Loading…';
-      const qs =
+      let qs =
         'page=' +
         page +
         '&per_page=' +
@@ -709,8 +843,32 @@
         '&dir=' +
         encodeURIComponent(dir) +
         '&since_ms=' +
-        encodeURIComponent(String(lastVisitMs())) +
-        (grouped ? '&group=1' : '');
+        encodeURIComponent(String(lastVisitMs()));
+      if (listContext.searchQuery) {
+        qs += '&q=' + encodeURIComponent(listContext.searchQuery);
+      } else if (listContext.similarTo > 0) {
+        qs += '&similar_to=' + encodeURIComponent(String(listContext.similarTo));
+      } else {
+        if (grouped) qs += '&group=1';
+        if (listContext.filterDevice) {
+          qs += '&filter_device=' + encodeURIComponent(listContext.filterDevice);
+        }
+        if (listContext.filterAbi) {
+          qs += '&filter_abi=' + encodeURIComponent(listContext.filterAbi);
+        }
+        if (listContext.filterOsSdk > 0) {
+          qs += '&filter_os_sdk=' + encodeURIComponent(String(listContext.filterOsSdk));
+        }
+        if (listContext.filterOsRelease) {
+          qs += '&filter_os_release=' + encodeURIComponent(listContext.filterOsRelease);
+        }
+        if (listContext.filterAppVersion) {
+          qs += '&filter_app_version=' + encodeURIComponent(listContext.filterAppVersion);
+        }
+        if (listContext.filterBuild) {
+          qs += '&filter_build=' + encodeURIComponent(listContext.filterBuild);
+        }
+      }
       const xhr = new XMLHttpRequest();
       xhr.open('GET', basePath() + '/api/reports.php?' + qs, true);
       xhr.onload = function () {
@@ -745,6 +903,134 @@
 
     initTagEditButtons(tbody, load);
 
+    const searchInput = document.getElementById('reports-search-input');
+    const searchSuggest = document.getElementById('reports-search-suggest');
+    const searchClear = document.getElementById('reports-search-clear');
+    let suggestTimer = null;
+    let searchRunTimer = null;
+
+    function hideSuggest() {
+      if (searchSuggest) {
+        searchSuggest.hidden = true;
+        searchSuggest.innerHTML = '';
+      }
+    }
+
+    function applySearchQuery(q, pushUrl) {
+      listContext.similarTo = 0;
+      listContext.filterDevice = '';
+      listContext.filterAbi = '';
+      listContext.filterOsSdk = 0;
+      listContext.filterOsRelease = '';
+      listContext.filterAppVersion = '';
+      listContext.filterBuild = '';
+      listContext.searchQuery = (q || '').trim();
+      grouped = false;
+      app.setAttribute('data-grouped', '0');
+      page = 1;
+      updateFilterBanner(listContext, filterBanner);
+      if (searchInput) searchInput.value = listContext.searchQuery;
+      if (searchClear) searchClear.hidden = !listContext.searchQuery;
+      if (pushUrl) {
+        const url =
+          basePath() +
+          '/?view=reports' +
+          (listContext.searchQuery ? '&q=' + encodeURIComponent(listContext.searchQuery) : '');
+        history.replaceState(null, '', url);
+      }
+      load();
+    }
+
+    function fetchSuggest(q) {
+      if (!searchSuggest || q.length < 2) {
+        hideSuggest();
+        return;
+      }
+      const xhr = new XMLHttpRequest();
+      xhr.open(
+        'GET',
+        basePath() +
+          '/api/reports.php?suggest=1&q=' +
+          encodeURIComponent(q) +
+          '&per_page=10',
+        true
+      );
+      xhr.onload = function () {
+        let data;
+        try {
+          data = JSON.parse(xhr.responseText);
+        } catch {
+          hideSuggest();
+          return;
+        }
+        if (!data.ok || !data.suggestions || !data.suggestions.length) {
+          hideSuggest();
+          return;
+        }
+        searchSuggest.innerHTML = data.suggestions
+          .map(
+            (s) =>
+              '<li role="option"><button type="button" class="suggest-item" data-suggest="' +
+              escapeHtml(s) +
+              '">' +
+              escapeHtml(s) +
+              '</button></li>'
+          )
+          .join('');
+        searchSuggest.hidden = false;
+      };
+      xhr.send();
+    }
+
+    if (searchInput) {
+      if (listContext.searchQuery) {
+        searchInput.value = listContext.searchQuery;
+        if (searchClear) searchClear.hidden = false;
+      }
+      searchInput.addEventListener('input', () => {
+        const q = searchInput.value.trim();
+        if (searchClear) searchClear.hidden = !q;
+        clearTimeout(suggestTimer);
+        clearTimeout(searchRunTimer);
+        if (q.length < 2) {
+          hideSuggest();
+          return;
+        }
+        suggestTimer = setTimeout(() => fetchSuggest(q), 1000);
+        searchRunTimer = setTimeout(() => applySearchQuery(q, true), 1600);
+      });
+      searchInput.addEventListener('keydown', (e) => {
+        if (e.key === 'Enter') {
+          e.preventDefault();
+          clearTimeout(suggestTimer);
+          clearTimeout(searchRunTimer);
+          hideSuggest();
+          applySearchQuery(searchInput.value.trim(), true);
+        }
+        if (e.key === 'Escape') {
+          hideSuggest();
+        }
+      });
+    }
+    if (searchSuggest) {
+      searchSuggest.addEventListener('click', (e) => {
+        const btn = e.target.closest('[data-suggest]');
+        if (!btn) return;
+        const term = btn.getAttribute('data-suggest') || '';
+        if (searchInput) searchInput.value = term;
+        hideSuggest();
+        applySearchQuery(term, true);
+      });
+    }
+    if (searchClear) {
+      searchClear.addEventListener('click', () => {
+        if (searchInput) searchInput.value = '';
+        searchClear.hidden = true;
+        hideSuggest();
+        applySearchQuery('', true);
+      });
+    }
+
     applyColgroup(grouped);
     load();
   }
@@ -899,7 +1185,7 @@
       els.saveBtn.addEventListener('click', () => {
         setStatus('Saving…', true);
         const xhr = new XMLHttpRequest();
-        xhr.open('PUT', basePath() + '/api/report_tags.php', true);
+        xhr.open('POST', basePath() + '/api/report_tags.php', true);
         xhr.setRequestHeader('Content-Type', 'application/json');
         xhr.onload = function () {
           let data;
@@ -910,7 +1196,7 @@
             return;
           }
           if (!data.ok) {
-            setStatus(data.error || 'Save failed', false);
+            setStatus(data.hint || data.error || 'Save failed', false);
             return;
           }
           state.tags = data.tags || [];
diff --git a/examples/crash_reporter/backend/scripts/init-mariadb.sh b/examples/crash_reporter/backend/scripts/init-mariadb.sh
index 719fdf7..8d557d0 100755
--- a/examples/crash_reporter/backend/scripts/init-mariadb.sh
+++ b/examples/crash_reporter/backend/scripts/init-mariadb.sh
@@ -20,14 +20,16 @@ echo "Applying schema from $SCHEMA ..."
 mysql -u root -p < "$SCHEMA"
 
 if [ -n "$DB_PASS" ]; then
-  echo "Creating app user $DB_USER@127.0.0.1 ..."
+  echo "Creating app user ${DB_USER}@localhost and @127.0.0.1 ..."
   mysql -u root -p <<EOF
+CREATE USER IF NOT EXISTS '${DB_USER}'@'localhost' IDENTIFIED BY '${DB_PASS}';
 CREATE USER IF NOT EXISTS '${DB_USER}'@'127.0.0.1' IDENTIFIED BY '${DB_PASS}';
+GRANT SELECT, INSERT, UPDATE, DELETE ON ${DB_NAME}.* TO '${DB_USER}'@'localhost';
 GRANT SELECT, INSERT, UPDATE, DELETE ON ${DB_NAME}.* TO '${DB_USER}'@'127.0.0.1';
 FLUSH PRIVILEGES;
 EOF
 else
-  echo "Skip app user: set CRASH_DB_PASS to create '${DB_USER}'@127.0.0.1"
+  echo "Skip app user: set CRASH_DB_PASS to create '${DB_USER}'@localhost and @127.0.0.1"
 fi
 
 echo "Done. Set config.php: db.driver = mysql, db.mysql.* then restart php-fpm."
diff --git a/examples/crash_reporter/backend/src/Database.php b/examples/crash_reporter/backend/src/Database.php
index 6a9dfef..b373c22 100644
--- a/examples/crash_reporter/backend/src/Database.php
+++ b/examples/crash_reporter/backend/src/Database.php
@@ -25,13 +25,21 @@ final class Database {
         }
         if (self::isMysql()) {
             $m = cfg('db.mysql', []);
-            $dsn = sprintf(
-                'mysql:host=%s;port=%d;dbname=%s;charset=%s',
-                $m['host'] ?? '127.0.0.1',
-                (int) ($m['port'] ?? 3306),
-                $m['database'] ?? 'androidcast_crashes',
-                $m['charset'] ?? 'utf8mb4'
-            );
+            $db = $m['database'] ?? 'androidcast_crashes';
+            $charset = $m['charset'] ?? 'utf8mb4';
+            $socket = trim((string) ($m['socket'] ?? ''));
+            // Prefer explicit socket from config (Alpine: TCP 3306 often closed).
+            if ($socket !== '') {
+                $dsn = sprintf('mysql:unix_socket=%s;dbname=%s;charset=%s', $socket, $db, $charset);
+            } else {
+                $dsn = sprintf(
+                    'mysql:host=%s;port=%d;dbname=%s;charset=%s',
+                    $m['host'] ?? '127.0.0.1',
+                    (int) ($m['port'] ?? 3306),
+                    $db,
+                    $charset
+                );
+            }
             self::$pdo = new PDO($dsn, $m['username'] ?? '', $m['password'] ?? '', [
                 PDO::ATTR_ERRMODE => PDO::ERRMODE_EXCEPTION,
                 PDO::ATTR_DEFAULT_FETCH_MODE => PDO::FETCH_ASSOC,
diff --git a/examples/crash_reporter/backend/src/ReportRepository.php b/examples/crash_reporter/backend/src/ReportRepository.php
index 6168e76..4a721f3 100644
--- a/examples/crash_reporter/backend/src/ReportRepository.php
+++ b/examples/crash_reporter/backend/src/ReportRepository.php
@@ -123,14 +123,7 @@ final class ReportRepository {
         $stmt = $pdo->prepare($sql);
         $stmt->execute([$sinceMs, $userId]);
         $items = $stmt->fetchAll();
-        foreach ($items as &$row) {
-            $row['viewed'] = (bool) ($row['viewed'] ?? false);
-            $row['tags'] = parse_report_tags($row['tags_json'] ?? '[]');
-            report_enrich_list_row($row, $sinceMs);
-            $row['brief'] = report_brief_lines($row, false);
-            unset($row['payload_json'], $row['tags_json']);
-        }
-        unset($row);
+        self::finishListRows($items, $sinceMs, false);
 
         return [
             'items' => $items,
@@ -143,6 +136,413 @@ final class ReportRepository {
         ];
     }
 
+    /**
+     * @param array{similar_to?:int,device?:string,abi?:string,os_sdk?:int,os_release?:string} $filters
+     */
+    public static function listFiltered(
+        array $filters,
+        int $page,
+        int $perPage,
+        string $sort,
+        string $dir,
+        int $sinceMs = 0
+    ): array {
+        $pdo = Database::pdo();
+        $page = max(1, $page);
+        $perPage = max(1, min(200, $perPage));
+        $dir = strtolower($dir) === 'asc' ? 'ASC' : 'DESC';
+        $userId = (int) (Auth::user()['id'] ?? 0);
+        $where = ['1=1'];
+        $params = [];
+        $device = trim((string) ($filters['device'] ?? ''));
+        if ($device !== '') {
+            $like = '%' . $device . '%';
+            $where[] = '(r.device_model LIKE ? OR r.payload_json LIKE ?)';
+            $params[] = $like;
+            $params[] = $like;
+        }
+        $abi = trim((string) ($filters['abi'] ?? ''));
+        if ($abi !== '') {
+            $where[] = 'r.payload_json LIKE ?';
+            $params[] = '%' . $abi . '%';
+        }
+        $sdk = (int) ($filters['os_sdk'] ?? 0);
+        if ($sdk > 0) {
+            $where[] = 'r.payload_json LIKE ?';
+            $params[] = '%"sdk_int":' . $sdk . '%';
+        }
+        $release = trim((string) ($filters['os_release'] ?? ''));
+        if ($release !== '') {
+            $where[] = '(r.payload_json LIKE ? OR r.payload_json LIKE ?)';
+            $params[] = '%"release":"' . $release . '"%';
+            $params[] = '%"release": "' . $release . '"%';
+        }
+        $appVersion = trim((string) ($filters['app_version'] ?? ''));
+        if ($appVersion !== '') {
+            $like = '%' . $appVersion . '%';
+            $where[] = '(r.app_version = ? OR r.app_version LIKE ? OR r.payload_json LIKE ?)';
+            $params[] = $appVersion;
+            $params[] = $like;
+            $params[] = '%"version_name":"' . $appVersion . '"%';
+        }
+        $build = trim((string) ($filters['build'] ?? ''));
+        if ($build !== '') {
+            $where[] = 'r.payload_json LIKE ?';
+            $params[] = '%' . $build . '%';
+        }
+        $whereSql = implode(' AND ', $where);
+        $countStmt = $pdo->prepare("SELECT COUNT(*) FROM reports r WHERE $whereSql");
+        $countStmt->execute($params);
+        $total = (int) $countStmt->fetchColumn();
+        $sortCol = in_array($sort, self::LIST_SORT, true) ? $sort : 'priority';
+        if ($sortCol === 'rating') {
+            $sortCol = 'fingerprint_cnt';
+        }
+        $orderBy = self::buildListOrder($sortCol === 'priority' ? 'priority' : $sortCol, $dir);
+        $offset = ($page - 1) * $perPage;
+        $sql = "SELECT r.id, r.report_id, r.fingerprint, r.crash_type, r.generated_at_ms, r.received_at_ms,
+                       r.device_model, r.app_version, r.payload_json, r.tags_json,
+                       CASE WHEN v.viewed_at_ms IS NOT NULL THEN 1 ELSE 0 END AS viewed,
+                       (SELECT COUNT(*) FROM reports r2 WHERE r2.fingerprint = r.fingerprint) AS fingerprint_cnt,
+                       (SELECT COUNT(*) FROM reports r2 WHERE r2.fingerprint = r.fingerprint
+                           AND r2.received_at_ms > ?) AS fingerprint_recent_cnt
+                FROM reports r
+                LEFT JOIN report_views v ON v.report_id = r.id AND v.user_id = ?
+                WHERE $whereSql
+                ORDER BY $orderBy
+                LIMIT $perPage OFFSET $offset";
+        $stmt = $pdo->prepare($sql);
+        $stmt->execute(array_merge([$sinceMs, $userId], $params));
+        $items = $stmt->fetchAll();
+        self::finishListRows($items, $sinceMs, false);
+        return [
+            'items' => $items,
+            'total' => $total,
+            'page' => $page,
+            'per_page' => $perPage,
+            'sort' => $sort === 'priority' ? 'priority' : $sortCol,
+            'dir' => strtolower($dir),
+            'grouped' => false,
+            'filter' => $filters,
+        ];
+    }
+
+    public static function listSimilar(
+        int $anchorId,
+        int $page,
+        int $perPage,
+        int $sinceMs = 0
+    ): array {
+        $anchor = self::getById($anchorId);
+        if ($anchor === null) {
+            return [
+                'items' => [],
+                'total' => 0,
+                'page' => 1,
+                'per_page' => $perPage,
+                'sort' => 'similarity',
+                'dir' => 'desc',
+                'grouped' => false,
+                'similar_to' => $anchorId,
+            ];
+        }
+        $pdo = Database::pdo();
+        $page = max(1, $page);
+        $perPage = max(1, min(200, $perPage));
+        $userId = (int) (Auth::user()['id'] ?? 0);
+        $payload = is_array($anchor['payload'] ?? null) ? $anchor['payload'] : [];
+        $keys = report_similarity_keys($payload);
+        $fp = $keys['fingerprint'];
+        $ct = $keys['crash_type'];
+        $familyLike = $keys['device_family'] !== '' ? '%' . $keys['device_family'] . '%' : null;
+        $excLike = $keys['exception'] !== '' ? '%' . $keys['exception'] . '%' : null;
+        $sigLike = $keys['signal'] !== '' ? '%' . $keys['signal'] . '%' : null;
+
+        $where = ['r.id != ?'];
+        $params = [$anchorId];
+        $or = [];
+        if ($fp !== '') {
+            $or[] = 'r.fingerprint = ?';
+            $params[] = $fp;
+        }
+        if ($ct !== '') {
+            $or[] = 'r.crash_type = ?';
+            $params[] = $ct;
+        }
+        if ($familyLike !== null) {
+            $or[] = '(r.device_model LIKE ? OR r.payload_json LIKE ?)';
+            $params[] = $familyLike;
+            $params[] = $familyLike;
+        }
+        if ($excLike !== null) {
+            $or[] = 'r.payload_json LIKE ?';
+            $params[] = $excLike;
+        }
+        if ($sigLike !== null) {
+            $or[] = 'r.payload_json LIKE ?';
+            $params[] = $sigLike;
+        }
+        if ($or === []) {
+            $or[] = '1=1';
+        }
+        $where[] = '(' . implode(' OR ', $or) . ')';
+        $whereSql = implode(' AND ', $where);
+
+        $sql = "SELECT r.id, r.report_id, r.fingerprint, r.crash_type, r.generated_at_ms, r.received_at_ms,
+                       r.device_model, r.app_version, r.payload_json, r.tags_json,
+                       CASE WHEN v.viewed_at_ms IS NOT NULL THEN 1 ELSE 0 END AS viewed,
+                       (SELECT COUNT(*) FROM reports r2 WHERE r2.fingerprint = r.fingerprint) AS fingerprint_cnt,
+                       (SELECT COUNT(*) FROM reports r2 WHERE r2.fingerprint = r.fingerprint
+                           AND r2.received_at_ms > ?) AS fingerprint_recent_cnt
+                FROM reports r
+                LEFT JOIN report_views v ON v.report_id = r.id AND v.user_id = ?
+                WHERE $whereSql
+                ORDER BY r.received_at_ms DESC
+                LIMIT 1200";
+        $stmt = $pdo->prepare($sql);
+        $stmt->execute(array_merge([$sinceMs, $userId], $params));
+        $rows = $stmt->fetchAll();
+        $scored = [];
+        foreach ($rows as $row) {
+            $p = json_decode($row['payload_json'] ?? '', true);
+            if (!is_array($p)) {
+                $p = [];
+            }
+            $score = report_similarity_score($keys, $row, $p);
+            if ($score <= 0) {
+                continue;
+            }
+            $row['similarity_score'] = $score;
+            $row['similarity_tier'] = $score >= 1000 ? 'exact' : ($score >= 200 ? 'strong' : ($score >= 80 ? 'likely' : 'guess'));
+            $scored[] = $row;
+        }
+        usort($scored, static function (array $a, array $b): int {
+            $sa = (int) ($a['similarity_score'] ?? 0);
+            $sb = (int) ($b['similarity_score'] ?? 0);
+            if ($sa !== $sb) {
+                return $sb <=> $sa;
+            }
+            return ((int) ($b['received_at_ms'] ?? 0)) <=> ((int) ($a['received_at_ms'] ?? 0));
+        });
+        $total = count($scored);
+        $offset = ($page - 1) * $perPage;
+        $slice = array_values(array_slice($scored, $offset, $perPage));
+        if ($page === 1) {
+            $anchorRow = null;
+            foreach ($scored as $row) {
+                if ((int) $row['id'] === $anchorId) {
+                    $anchorRow = $row;
+                    break;
+                }
+            }
+            if ($anchorRow === null) {
+                $device = is_array($payload['device'] ?? null) ? $payload['device'] : [];
+                $app = is_array($payload['app'] ?? null) ? $payload['app'] : [];
+                $anchorRow = [
+                    'id' => $anchorId,
+                    'report_id' => $anchor['report_id'] ?? '',
+                    'fingerprint' => $anchor['fingerprint'] ?? ($payload['fingerprint'] ?? ''),
+                    'crash_type' => $anchor['crash_type'] ?? ($payload['crash_type'] ?? ''),
+                    'generated_at_ms' => (int) ($anchor['generated_at_ms'] ?? 0),
+                    'received_at_ms' => (int) ($anchor['received_at_ms'] ?? 0),
+                    'device_model' => $anchor['device_model'] ?? ($device['model'] ?? null),
+                    'app_version' => $anchor['app_version'] ?? ($app['version_name'] ?? null),
+                    'payload_json' => json_encode($payload, JSON_UNESCAPED_UNICODE | JSON_UNESCAPED_SLASHES) ?: '{}',
+                    'tags_json' => json_encode($anchor['tags'] ?? [], JSON_UNESCAPED_UNICODE) ?: '[]',
+                    'viewed' => !empty($anchor['viewed']) ? 1 : 0,
+                    'fingerprint_cnt' => 1,
+                    'fingerprint_recent_cnt' => 0,
+                ];
+            }
+            $anchorRow['similarity_score'] = 10000;
+            $anchorRow['similarity_tier'] = 'anchor';
+            $slice = array_values(array_filter(
+                $slice,
+                static fn (array $r): bool => (int) ($r['id'] ?? 0) !== $anchorId
+            ));
+            array_unshift($slice, $anchorRow);
+            if (count($slice) > $perPage) {
+                $slice = array_slice($slice, 0, $perPage);
+            }
+        }
+        self::finishListRows($slice, $sinceMs, false, true);
+        return [
+            'items' => $slice,
+            'total' => $total + 1,
+            'page' => $page,
+            'per_page' => $perPage,
+            'sort' => 'similarity',
+            'dir' => 'desc',
+            'grouped' => false,
+            'similar_to' => $anchorId,
+        ];
+    }
+
+    /** @return list<string> */
+    public static function searchSuggestions(string $q, int $limit = 10): array {
+        $tokens = search_query_tokens($q);
+        $prefix = $tokens[0] ?? mb_strtolower(trim($q));
+        if (strlen($prefix) < 2) {
+            return [];
+        }
+        $pdo = Database::pdo();
+        $stmt = $pdo->query(
+            'SELECT payload_json, device_model, app_version, crash_type FROM reports
+             ORDER BY received_at_ms DESC LIMIT 500'
+        );
+        $freq = [];
+        while ($row = $stmt->fetch()) {
+            $payload = json_decode($row['payload_json'] ?? '', true);
+            if (!is_array($payload)) {
+                $payload = [];
+            }
+            $java = is_array($payload['java'] ?? null) ? $payload['java'] : [];
+            $device = is_array($payload['device'] ?? null) ? $payload['device'] : [];
+            $candidates = array_filter([
+                $java['exception'] ?? null,
+                $row['crash_type'] ?? null,
+                $row['device_model'] ?? null,
+                $device['manufacturer'] ?? null,
+                $device['model'] ?? null,
+                $row['app_version'] ?? null,
+            ]);
+            foreach ($candidates as $term) {
+                $term = trim((string) $term);
+                if ($term === '' || strlen($term) < 3) {
+                    continue;
+                }
+                $low = mb_strtolower($term);
+                if (!str_contains($low, $prefix)) {
+                    continue;
+                }
+                $freq[$term] = ($freq[$term] ?? 0) + 1;
+            }
+            if (!empty($java['message'])) {
+                if (preg_match_all('/[A-Za-z][A-Za-z0-9_]{3,}(?:Exception|Error)/', (string) $java['message'], $m)) {
+                    foreach ($m[0] as $term) {
+                        $low = mb_strtolower($term);
+                        if (str_contains($low, $prefix)) {
+                            $freq[$term] = ($freq[$term] ?? 0) + 2;
+                        }
+                    }
+                }
+            }
+        }
+        arsort($freq);
+        return array_slice(array_keys($freq), 0, max(1, min(20, $limit)));
+    }
+
+    public static function search(string $q, int $page, int $perPage, int $sinceMs = 0): array {
+        $tokens = search_query_tokens($q);
+        if ($tokens === []) {
+            return [
+                'items' => [],
+                'total' => 0,
+                'page' => 1,
+                'per_page' => $perPage,
+                'sort' => 'relevance',
+                'dir' => 'desc',
+                'grouped' => false,
+                'search' => $q,
+            ];
+        }
+        $pdo = Database::pdo();
+        $page = max(1, $page);
+        $perPage = max(1, min(200, $perPage));
+        $userId = (int) (Auth::user()['id'] ?? 0);
+        $orParts = [];
+        $params = [];
+        foreach ($tokens as $token) {
+            $like = '%' . $token . '%';
+            $orParts[] = '(r.payload_json LIKE ? OR r.device_model LIKE ? OR r.app_version LIKE ?
+                OR r.fingerprint LIKE ? OR r.crash_type LIKE ?)';
+            array_push($params, $like, $like, $like, $like, $like);
+        }
+        $whereSql = '(' . implode(' OR ', $orParts) . ')';
+        $sql = "SELECT r.id, r.report_id, r.fingerprint, r.crash_type, r.generated_at_ms, r.received_at_ms,
+                       r.device_model, r.app_version, r.payload_json, r.tags_json,
+                       CASE WHEN v.viewed_at_ms IS NOT NULL THEN 1 ELSE 0 END AS viewed,
+                       (SELECT COUNT(*) FROM reports r2 WHERE r2.fingerprint = r.fingerprint) AS fingerprint_cnt,
+                       (SELECT COUNT(*) FROM reports r2 WHERE r2.fingerprint = r.fingerprint
+                           AND r2.received_at_ms > ?) AS fingerprint_recent_cnt
+                FROM reports r
+                LEFT JOIN report_views v ON v.report_id = r.id AND v.user_id = ?
+                WHERE $whereSql
+                ORDER BY r.received_at_ms DESC
+                LIMIT 1500";
+        $stmt = $pdo->prepare($sql);
+        $stmt->execute(array_merge([$sinceMs, $userId], $params));
+        $scored = [];
+        while ($row = $stmt->fetch()) {
+            $payload = json_decode($row['payload_json'] ?? '', true);
+            if (!is_array($payload)) {
+                $payload = [];
+            }
+            report_enrich_list_row($row, $sinceMs);
+            $score = report_search_score($tokens, $row, $payload);
+            if ($score <= 0) {
+                continue;
+            }
+            $row['search_score'] = $score;
+            $scored[] = $row;
+        }
+        usort($scored, static function (array $a, array $b): int {
+            $sa = (int) ($a['search_score'] ?? 0);
+            $sb = (int) ($b['search_score'] ?? 0);
+            if ($sa !== $sb) {
+                return $sb <=> $sa;
+            }
+            return ((int) ($b['received_at_ms'] ?? 0)) <=> ((int) ($a['received_at_ms'] ?? 0));
+        });
+        $total = count($scored);
+        $offset = ($page - 1) * $perPage;
+        $slice = array_slice($scored, $offset, $perPage);
+        self::finishListRows($slice, $sinceMs, false, false, true);
+        return [
+            'items' => $slice,
+            'total' => $total,
+            'page' => $page,
+            'per_page' => $perPage,
+            'sort' => 'relevance',
+            'dir' => 'desc',
+            'grouped' => false,
+            'search' => $q,
+        ];
+    }
+
+    /** @param list<array<string,mixed>> $items */
+    private static function finishListRows(
+        array &$items,
+        int $sinceMs,
+        bool $grouped,
+        bool $similar = false,
+        bool $search = false
+    ): void {
+        foreach ($items as &$row) {
+            $row['viewed'] = (bool) ($row['viewed'] ?? false);
+            $row['tags'] = parse_report_tags($row['tags_json'] ?? '[]');
+            report_enrich_list_row($row, $sinceMs);
+            $brief = report_brief_lines($row, $grouped);
+            if ($similar && !empty($row['similarity_tier'])) {
+                $tier = (string) $row['similarity_tier'];
+                $labels = [
+                    'anchor' => 'This report',
+                    'exact' => 'Same fingerprint',
+                    'strong' => 'Strong match',
+                    'likely' => 'Likely similar',
+                    'guess' => 'Possible match',
+                ];
+                array_unshift($brief, ($labels[$tier] ?? $tier) . ' · score ' . (int) ($row['similarity_score'] ?? 0));
+            }
+            if ($search && !empty($row['search_score'])) {
+                array_unshift($brief, 'Search match · relevance ' . (int) $row['search_score']);
+            }
+            $row['brief'] = $brief;
+            unset($row['payload_json'], $row['tags_json']);
+        }
+        unset($row);
+    }
+
     private static function buildListOrder(string $sort, string $dir): string {
         $dir = strtoupper($dir) === 'ASC' ? 'ASC' : 'DESC';
         if ($sort === 'priority') {
diff --git a/examples/crash_reporter/backend/src/bootstrap.php b/examples/crash_reporter/backend/src/bootstrap.php
index 35718d5..c0bf737 100644
--- a/examples/crash_reporter/backend/src/bootstrap.php
+++ b/examples/crash_reporter/backend/src/bootstrap.php
@@ -134,7 +134,6 @@ function crash_kind_tag(string $crashType): array {
     };
 }
 
-/** OS product name (Android, Linux, …) — not device manufacturer. */
 /** Human-readable ABI list from device payload. */
 function format_device_abis(mixed $abis): string {
     if (!is_array($abis)) {
@@ -152,6 +151,96 @@ function format_device_abis(mixed $abis): string {
     return implode(', ', $parts);
 }
 
+function device_display_name(array $device): string {
+    return trim(((string) ($device['manufacturer'] ?? '')) . ' ' . ((string) ($device['model'] ?? '')));
+}
+
+/** Shorter family name for “similar device” (drops last token when 3+ words). */
+function device_model_family(string $manufacturer, string $model): string {
+    $full = trim($manufacturer . ' ' . $model);
+    if ($full === '') {
+        return '';
+    }
+    $parts = preg_split('/\s+/', $full) ?: [];
+    if (count($parts) <= 2) {
+        return $full;
+    }
+    return implode(' ', array_slice($parts, 0, -1));
+}
+
+/** Keys used to rank similar crashes (from payload). */
+function report_similarity_keys(array $payload): array {
+    $java = is_array($payload['java'] ?? null) ? $payload['java'] : [];
+    $native = is_array($payload['native'] ?? null) ? $payload['native'] : [];
+    $device = is_array($payload['device'] ?? null) ? $payload['device'] : [];
+    $exc = (string) ($java['exception'] ?? '');
+    $msg = (string) ($java['message'] ?? '');
+    $topic = '';
+    if ($msg !== '' && preg_match('/\b([A-Za-z][A-Za-z0-9_]*(?:Exception|Error))\b/', $msg, $m)) {
+        $topic = $m[1];
+    }
+    return [
+        'fingerprint' => (string) ($payload['fingerprint'] ?? ''),
+        'crash_type' => strtolower((string) ($payload['crash_type'] ?? '')),
+        'exception' => $exc,
+        'exception_topic' => $topic,
+        'signal' => (string) ($native['signal'] ?? ''),
+        'device_family' => device_model_family(
+            (string) ($device['manufacturer'] ?? ''),
+            (string) ($device['model'] ?? '')
+        ),
+        'device_model' => (string) ($device['model'] ?? ''),
+    ];
+}
+
+/** Higher = more similar. */
+function report_similarity_score(array $anchorKeys, array $row, array $rowPayload): int {
+    $score = 0;
+    $fp = (string) ($row['fingerprint'] ?? $rowPayload['fingerprint'] ?? '');
+    $ct = strtolower((string) ($row['crash_type'] ?? $rowPayload['crash_type'] ?? ''));
+    if ($anchorKeys['fingerprint'] !== '' && $fp === $anchorKeys['fingerprint']) {
+        $score += 1000;
+    }
+    if ($anchorKeys['crash_type'] !== '' && $ct === $anchorKeys['crash_type']) {
+        $score += 80;
+    }
+    $java = is_array($rowPayload['java'] ?? null) ? $rowPayload['java'] : [];
+    $native = is_array($rowPayload['native'] ?? null) ? $rowPayload['native'] : [];
+    $exc = (string) ($java['exception'] ?? '');
+    if ($anchorKeys['exception'] !== '' && $exc !== '' && $exc === $anchorKeys['exception']) {
+        $score += 120;
+    }
+    if ($anchorKeys['exception_topic'] !== '') {
+        $msg = (string) ($java['message'] ?? '');
+        if ($msg !== '' && stripos($msg, $anchorKeys['exception_topic']) !== false) {
+            $score += 60;
+        }
+    }
+    $sig = (string) ($native['signal'] ?? '');
+    if ($anchorKeys['signal'] !== '' && $sig !== '' && $sig === $anchorKeys['signal']) {
+        $score += 100;
+    }
+    $device = is_array($rowPayload['device'] ?? null) ? $rowPayload['device'] : [];
+    $family = device_model_family(
+        (string) ($device['manufacturer'] ?? ''),
+        (string) ($device['model'] ?? '')
+    );
+    if ($anchorKeys['device_family'] !== '' && $family !== '') {
+        if ($family === $anchorKeys['device_family']) {
+            $score += 50;
+        } elseif (str_starts_with($family, $anchorKeys['device_family'])
+            || str_starts_with($anchorKeys['device_family'], $family)) {
+            $score += 25;
+        }
+    }
+    $dm = (string) ($row['device_model'] ?? $device['model'] ?? '');
+    if ($anchorKeys['device_model'] !== '' && $dm !== '' && $dm === $anchorKeys['device_model']) {
+        $score += 30;
+    }
+    return $score;
+}
+
+/** OS product name (Android, Linux, …) — not device manufacturer. */
 function device_os_name(array $device): string {
     if (!empty($device['os_name'])) {
         return trim((string) $device['os_name']);
@@ -228,6 +317,100 @@ function report_rating_score(int $fingerprintTotal, int $fingerprintRecent, int
     return max(0, min(5, $score));
 }
 
+/** @return list<string> */
+function search_query_tokens(string $q): array {
+    $q = mb_strtolower(trim($q));
+    if ($q === '') {
+        return [];
+    }
+    $parts = preg_split('/\s+/u', $q) ?: [];
+    $out = [];
+    foreach ($parts as $part) {
+        $t = preg_replace('/[^a-z0-9_.-]+/i', '', $part) ?? '';
+        if (strlen($t) >= 2) {
+            $out[] = $t;
+        }
+    }
+    return array_values(array_unique($out));
+}
+
+/** Lowercase blob for keyword matching. */
+function report_search_blob(array $row, array $payload): string {
+    $java = is_array($payload['java'] ?? null) ? $payload['java'] : [];
+    $native = is_array($payload['native'] ?? null) ? $payload['native'] : [];
+    $device = is_array($payload['device'] ?? null) ? $payload['device'] : [];
+    $app = is_array($payload['app'] ?? null) ? $payload['app'] : [];
+    $build = is_array($payload['build'] ?? null) ? $payload['build'] : [];
+    $parts = [
+        $row['crash_type'] ?? '',
+        $row['fingerprint'] ?? '',
+        $row['device_model'] ?? '',
+        $row['app_version'] ?? '',
+        $payload['scenario'] ?? '',
+        $java['exception'] ?? '',
+        $java['message'] ?? '',
+        $java['thread'] ?? '',
+        $native['signal'] ?? '',
+        $device['manufacturer'] ?? '',
+        $device['brand'] ?? '',
+        $device['model'] ?? '',
+        $device['product'] ?? '',
+        $app['package'] ?? '',
+        $app['version_name'] ?? '',
+        $build['git_commit'] ?? '',
+        $build['git'] ?? '',
+    ];
+    if (!empty($java['stack_frames']) && is_array($java['stack_frames'])) {
+        $parts[] = implode(' ', array_map('strval', array_slice($java['stack_frames'], 0, 3)));
+    }
+    return mb_strtolower(implode(' ', array_filter(array_map('strval', $parts))));
+}
+
+/**
+ * @param list<string> $tokens
+ */
+function report_search_score(array $tokens, array $row, array $payload): int {
+    if ($tokens === []) {
+        return 0;
+    }
+    $blob = report_search_blob($row, $payload);
+    $java = is_array($payload['java'] ?? null) ? $payload['java'] : [];
+    $exc = mb_strtolower((string) ($java['exception'] ?? ''));
+    $msg = mb_strtolower((string) ($java['message'] ?? ''));
+    $device = is_array($payload['device'] ?? null) ? $payload['device'] : [];
+    $mfr = mb_strtolower((string) ($device['manufacturer'] ?? ''));
+    $brand = mb_strtolower((string) ($device['brand'] ?? ''));
+    $model = mb_strtolower((string) ($device['model'] ?? ''));
+    $score = 0;
+    foreach ($tokens as $token) {
+        if ($token === '') {
+            continue;
+        }
+        if ($exc !== '' && str_contains($exc, $token)) {
+            $score += 220;
+        } elseif ($msg !== '' && str_contains($msg, $token)) {
+            $score += 140;
+        } elseif ($mfr !== '' && str_contains($mfr, $token)) {
+            $score += 70;
+        } elseif ($brand !== '' && str_contains($brand, $token)) {
+            $score += 65;
+        } elseif ($model !== '' && str_contains($model, $token)) {
+            $score += 60;
+        } elseif (str_contains($blob, $token)) {
+            $score += 45;
+        }
+    }
+    $rating = (int) ($row['rating'] ?? 0);
+    if ($rating > 0 && $score > 0) {
+        $score += $rating * 12;
+    }
+    $fpCnt = (int) ($row['fingerprint_cnt'] ?? 1);
+    if ($fpCnt > 1 && $score > 0) {
+        $score += min(40, (int) log($fpCnt + 1) * 10);
+    }
+    return $score;
+}
+
 /** System tags — not stored in tags_json (computed in UI). */
 function report_reserved_tag_ids(): array {
     return ['new', 'java', 'ndk', 'android'];
diff --git a/examples/crash_reporter/backend/views/layout.php b/examples/crash_reporter/backend/views/layout.php
index b85dbd8..c5ea72c 100644
--- a/examples/crash_reporter/backend/views/layout.php
+++ b/examples/crash_reporter/backend/views/layout.php
@@ -106,6 +106,16 @@
               </label>
             </div>
           </div>
+          <p id="reports-filter-banner" class="reports-filter-banner muted" hidden></p>
+          <div class="reports-search-row">
+            <label class="reports-search-label" for="reports-search-input">Search</label>
+            <div class="reports-search-field">
+              <input type="search" id="reports-search-input" class="reports-search-input"
+                     placeholder="Keywords (exceptions, devices, stack traces…)" autocomplete="off" spellcheck="false">
+              <ul id="reports-search-suggest" class="reports-search-suggest" hidden role="listbox"></ul>
+            </div>
+            <button type="button" class="btn" id="reports-search-clear" hidden>Clear</button>
+          </div>
           <p id="reports-status" class="reports-status muted" aria-live="polite">Loading…</p>
           <div class="reports-table-wrap">
             <table class="data-table reports-tree reports-table--cols" id="reports-tree">
diff --git a/examples/crash_reporter/backend/views/report_detail.php b/examples/crash_reporter/backend/views/report_detail.php
index 67b8276..55a44b1 100644
--- a/examples/crash_reporter/backend/views/report_detail.php
+++ b/examples/crash_reporter/backend/views/report_detail.php
@@ -9,9 +9,32 @@ $rawJson = safe_json_encode($p, $jsonFlags);
 $sessionJson = !empty($p['session_context'])
     ? safe_json_encode($p['session_context'], $jsonFlags)
     : '';
+$bp = Auth::basePath();
+$reportDbId = (int) ($report['id'] ?? 0);
+$deviceName = device_display_name($device);
+$deviceFamily = device_model_family(
+    (string) ($device['manufacturer'] ?? ''),
+    (string) ($device['model'] ?? '')
+);
+$filterDeviceQ = $deviceFamily !== '' ? $deviceFamily : $deviceName;
+$similarUrl = $bp . '/?view=reports&similar_to=' . $reportDbId;
+$filterDeviceUrl = $bp . '/?view=reports&filter_device=' . rawurlencode($filterDeviceQ);
+$sdk = (int) ($device['sdk_int'] ?? 0);
+$release = (string) ($device['release'] ?? '');
+$filterOsUrl = $sdk > 0
+    ? $bp . '/?view=reports&filter_os_sdk=' . $sdk
+    : ($release !== '' ? $bp . '/?view=reports&filter_os_release=' . rawurlencode($release) : '');
+$abiList = [];
+if (!empty($device['abis']) && is_array($device['abis'])) {
+    foreach ($device['abis'] as $abi) {
+        if (is_scalar($abi) && trim((string) $abi) !== '') {
+            $abiList[] = trim((string) $abi);
+        }
+    }
+}
 ?>
 <div class="detail-header">
-  <a href="<?= h(Auth::basePath()) ?>/?view=reports" class="back-link" aria-label="Back to reports list" title="Back to list">
+  <a href="<?= h($bp) ?>/?view=reports" class="back-link" aria-label="Back to reports list" title="Back to list">
     <span class="back-icon" aria-hidden="true"></span>
   </a>
   <div>
@@ -20,7 +43,7 @@ $sessionJson = !empty($p['session_context'])
   </div>
 </div>
 
-<section class="tag-editor" id="tag-editor" data-report-id="<?= (int) ($report['id'] ?? 0) ?>">
+<section class="tag-editor" id="tag-editor" data-report-id="<?= $reportDbId ?>">
   <div class="tag-editor-head">
     <h2>Tags</h2>
     <p class="muted tag-editor-hint">Auto tags (NDK / Java / Android / new) appear in the list. Add custom labels below.</p>
@@ -56,17 +79,50 @@ $sessionJson = !empty($p['session_context'])
 ?></script>
 <div class="cards cards--lift">
   <div class="card card--lift"><h3>Device</h3>
-    <p><?= h(trim(($device['manufacturer'] ?? '') . ' ' . ($device['model'] ?? ''))) ?></p>
-    <p>Android <?= h($device['release'] ?? '') ?> (SDK <?= (int)($device['sdk_int'] ?? 0) ?>)</p>
-    <?php if (!empty($device['abis'])): ?>
-      <p class="muted">ABIs: <?= h(format_device_abis($device['abis'] ?? null)) ?></p>
+    <?php if ($deviceName !== ''): ?>
+      <p><a class="detail-filter-link" href="<?= h($filterDeviceUrl) ?>" title="Show reports for similar devices"><?= h($deviceName) ?></a></p>
+    <?php else: ?>
+      <p class="muted">—</p>
+    <?php endif; ?>
+    <?php if ($filterOsUrl !== ''): ?>
+      <p><a class="detail-filter-link" href="<?= h($filterOsUrl) ?>" title="Show reports on this OS">Android <?= h($release) ?> (SDK <?= $sdk ?>)</a></p>
+    <?php else: ?>
+      <p>Android <?= h($release) ?> (SDK <?= $sdk ?>)</p>
+    <?php endif; ?>
+    <?php if ($abiList !== []): ?>
+      <p class="muted detail-abi-row">ABIs:
+        <?php foreach ($abiList as $i => $abi): ?>
+          <?php if ($i > 0): ?>, <?php endif; ?>
+          <a class="detail-filter-link detail-filter-link--tag" href="<?= h($bp . '/?view=reports&filter_abi=' . rawurlencode($abi)) ?>"><?= h($abi) ?></a>
+        <?php endforeach; ?>
+      </p>
     <?php endif; ?>
   </div>
   <div class="card card--lift"><h3>App</h3>
     <p><?= h($app['package'] ?? '') ?></p>
-    <p>v<?= h($app['version_name'] ?? '') ?> (<?= h((string)($app['version_code'] ?? '')) ?>)</p>
-    <?php if (!empty($p['build'])): $b = $p['build']; ?>
-      <p class="muted">Build: <?= h($b['git_commit'] ?? $b['git'] ?? '') ?></p>
+    <?php
+    $versionName = (string) ($app['version_name'] ?? '');
+    $filterAppUrl = $versionName !== ''
+        ? $bp . '/?view=reports&filter_app_version=' . rawurlencode($versionName)
+        : '';
+    ?>
+    <?php if ($filterAppUrl !== ''): ?>
+      <p><a class="detail-filter-link" href="<?= h($filterAppUrl) ?>" title="Show reports for this app version">v<?= h($versionName) ?></a> (<?= h((string)($app['version_code'] ?? '')) ?>)</p>
+    <?php else: ?>
+      <p>v<?= h($versionName) ?> (<?= h((string)($app['version_code'] ?? '')) ?>)</p>
+    <?php endif; ?>
+    <?php if (!empty($p['build'])):
+      $b = $p['build'];
+      $buildId = trim((string) ($b['git_commit'] ?? $b['git'] ?? ''));
+      $filterBuildUrl = $buildId !== ''
+          ? $bp . '/?view=reports&filter_build=' . rawurlencode($buildId)
+          : '';
+    ?>
+      <?php if ($filterBuildUrl !== ''): ?>
+        <p class="muted">Build: <a class="detail-filter-link" href="<?= h($filterBuildUrl) ?>" title="Show reports from this build"><?= h($buildId) ?></a></p>
+      <?php else: ?>
+        <p class="muted">Build: <?= h($buildId) ?></p>
+      <?php endif; ?>
     <?php endif; ?>
   </div>
   <div class="card card--lift"><h3>Timing</h3>
@@ -77,7 +133,10 @@ $sessionJson = !empty($p['session_context'])
 </div>
 <?php if (!empty($p['java'])): $j = $p['java']; ?>
 <section class="stack-block">
-  <h2>Java exception</h2>
+  <div class="stack-block-head">
+    <h2>Java exception</h2>
+    <a class="btn btn-similar" href="<?= h($similarUrl) ?>">Find similar reports</a>
+  </div>
   <p class="exc"><?= h($j['exception'] ?? '') ?><?= !empty($j['message']) ? ': ' . h($j['message']) : '' ?></p>
   <p class="muted">Thread: <?= h($j['thread'] ?? '') ?></p>
   <pre class="stack"><?php foreach ($j['stack_frames'] ?? [] as $frame) { echo h((string)$frame) . "\n"; } ?></pre>
@@ -85,7 +144,10 @@ $sessionJson = !empty($p['session_context'])
 <?php endif; ?>
 <?php if (!empty($p['native'])): $n = $p['native']; ?>
 <section class="stack-block">
-  <h2>Native crash</h2>
+  <div class="stack-block-head">
+    <h2>Native crash</h2>
+    <a class="btn btn-similar" href="<?= h($similarUrl) ?>">Find similar reports</a>
+  </div>
   <p class="exc">Signal: <?= h($n['signal'] ?? '') ?></p>
   <pre class="stack"><?php foreach ($n['backtrace'] ?? [] as $frame) { echo h((string)$frame) . "\n"; } ?></pre>
 </section>