diff --git a/package-lock.json b/package-lock.json
index 354e82f..dbafd13 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -69,14 +69,14 @@
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@@ -199,13 +199,13 @@
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+        "@babel/types": "^7.29.8"
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@@ -262,18 +262,18 @@
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+        "@babel/generator": "^7.29.8",
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@@ -281,9 +281,9 @@
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-      "deprecated": "Merged into tsx: https://tsx.is",
+      "deprecated": "Merged into tsx: https://tsx.hirok.io",
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@@ -313,423 +313,11 @@
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-        "@esbuild/darwin-arm64": "0.25.12",
-        "@esbuild/darwin-x64": "0.25.12",
-        "@esbuild/freebsd-arm64": "0.25.12",
-        "@esbuild/freebsd-x64": "0.25.12",
-        "@esbuild/linux-arm": "0.25.12",
-        "@esbuild/linux-arm64": "0.25.12",
-        "@esbuild/linux-ia32": "0.25.12",
-        "@esbuild/linux-loong64": "0.25.12",
-        "@esbuild/linux-mips64el": "0.25.12",
-        "@esbuild/linux-ppc64": "0.25.12",
-        "@esbuild/linux-riscv64": "0.25.12",
-        "@esbuild/linux-s390x": "0.25.12",
-        "@esbuild/linux-x64": "0.25.12",
-        "@esbuild/netbsd-arm64": "0.25.12",
-        "@esbuild/netbsd-x64": "0.25.12",
-        "@esbuild/openbsd-arm64": "0.25.12",
-        "@esbuild/openbsd-x64": "0.25.12",
-        "@esbuild/openharmony-arm64": "0.25.12",
-        "@esbuild/sunos-x64": "0.25.12",
-        "@esbuild/win32-arm64": "0.25.12",
-        "@esbuild/win32-ia32": "0.25.12",
-        "@esbuild/win32-x64": "0.25.12"
-      }
-    },
     "node_modules/web": {
       "resolved": "web",
       "link": true
@@ -5142,22 +3767,6 @@
         "node": ">= 8"
       }
     },
-    "node_modules/which": {
-      "version": "4.0.0",
-      "resolved": "https://registry.npmjs.org/which/-/which-4.0.0.tgz",
-      "integrity": "sha512-GlaYyEb07DPxYCKhKzplCWBJtvxZcZMrL+4UkrTSJHHPyZU4mYYTv3qaOe77H7EODLSSopAUFAc6W8U4yqvscg==",
-      "dev": true,
-      "license": "ISC",
-      "dependencies": {
-        "isexe": "^3.1.1"
-      },
-      "bin": {
-        "node-which": "bin/which.js"
-      },
-      "engines": {
-        "node": "^16.13.0 || >=18.0.0"
-      }
-    },
     "node_modules/write-file-atomic": {
       "version": "3.0.3",
       "resolved": "https://registry.npmjs.org/write-file-atomic/-/write-file-atomic-3.0.3.tgz",
@@ -5171,9 +3780,9 @@
       }
     },
     "node_modules/ws": {
-      "version": "8.21.0",
-      "resolved": "https://registry.npmjs.org/ws/-/ws-8.21.0.tgz",
-      "integrity": "sha512-Vsp28b7DRcimFQvrqu2Wek3z1iYxDCWqHYB8Qsnk/S4RfaCQzPGPyBNuVjJV3cd6UiKtUtp6sNM77gWvzcCH+g==",
+      "version": "8.21.3",
+      "resolved": "https://registry.npmjs.org/ws/-/ws-8.21.3.tgz",
+      "integrity": "sha512-201TZ/kPWxoPr/OKWjquZR1SWKXcvxdH+e1xrx89b3YbmzLMFCLfnaG1HFIgWzJOEWZ7MvpK++odZufgYR50Rw==",
       "license": "MIT",
       "engines": {
         "node": ">=10.0.0"
@@ -5211,7 +3820,7 @@
       "version": "1.0.0",
       "dependencies": {
         "@libsql/client": "^0.14.0",
-        "drizzle-orm": "^0.38.4",
+        "drizzle-orm": "^0.45.2",
         "express": "^4.21.2",
         "express-session": "^1.18.1",
         "openid-client": "^6.1.7",
@@ -5223,7 +3832,7 @@
         "@types/express-session": "^1.18.1",
         "@types/node": "^22.10.5",
         "@types/session-file-store": "^1.2.5",
-        "drizzle-kit": "^0.30.2",
+        "drizzle-kit": "^0.31.10",
         "tsx": "^4.19.2",
         "typescript": "^5.7.3"
       }
@@ -5231,6 +3840,7 @@
     "web": {
       "version": "1.0.0",
       "dependencies": {
+        "cron-parser": "^5.10.0",
         "cronstrue": "^2.53.0",
         "react": "^18.3.1",
         "react-dom": "^18.3.1",
diff --git a/package.json b/package.json
index cfc657a..760a852 100644
--- a/package.json
+++ b/package.json
@@ -6,6 +6,10 @@
     "server",
     "web"
   ],
+  "overrides": {
+    "qs": "^6.16.0",
+    "esbuild": "^0.25.0"
+  },
   "scripts": {
     "dev:server": "npm run dev --workspace server",
     "dev:web": "npm run dev --workspace web",
diff --git a/server/package.json b/server/package.json
index 848d256..81102da 100644
--- a/server/package.json
+++ b/server/package.json
@@ -12,7 +12,7 @@
   },
   "dependencies": {
     "@libsql/client": "^0.14.0",
-    "drizzle-orm": "^0.38.4",
+    "drizzle-orm": "^0.45.2",
     "express": "^4.21.2",
     "express-session": "^1.18.1",
     "openid-client": "^6.1.7",
@@ -24,7 +24,7 @@
     "@types/express-session": "^1.18.1",
     "@types/node": "^22.10.5",
     "@types/session-file-store": "^1.2.5",
-    "drizzle-kit": "^0.30.2",
+    "drizzle-kit": "^0.31.10",
     "tsx": "^4.19.2",
     "typescript": "^5.7.3"
   }
diff --git a/server/src/db/schema.ts b/server/src/db/schema.ts
index 4be0239..34999b9 100644
--- a/server/src/db/schema.ts
+++ b/server/src/db/schema.ts
@@ -20,7 +20,7 @@ export const scheduledTasks = sqliteTable("scheduled_tasks", {
   serverId: integer("server_id")
     .notNull()
     .references(() => servers.id, { onDelete: "cascade" }),
-  scheduleType: text("schedule_type").notNull(), // 'cron' | 'systemd_timer' | 'docker' | 'manual'
+  scheduleType: text("schedule_type").notNull(), // 'cron' | 'systemd_timer' | 'docker' | 'backup' | 'update' | 'manual'
   origin: text("origin").notNull().default("agent"), // 'agent' | 'manual' — manual rows are never touched by agent sync
   name: text("name").notNull(),
   command: text("command"),
diff --git a/server/src/routes/tasks.ts b/server/src/routes/tasks.ts
index bdac524..4e3bc29 100644
--- a/server/src/routes/tasks.ts
+++ b/server/src/routes/tasks.ts
@@ -58,7 +58,7 @@ tasksRouter.get("/", async (req, res) => {
 
 const manualTaskSchema = z.object({
   serverId: z.number().int(),
-  scheduleType: z.enum(["cron", "systemd_timer", "docker", "manual"]),
+  scheduleType: z.enum(["cron", "systemd_timer", "docker", "backup", "update", "manual"]),
   name: z.string().min(1).max(200),
   command: z.string().max(1000).optional(),
   scheduleExpression: z.string().max(200).optional(),
diff --git a/web/package.json b/web/package.json
index 7acd5bb..9f6ec7d 100644
--- a/web/package.json
+++ b/web/package.json
@@ -9,6 +9,7 @@
     "preview": "vite preview"
   },
   "dependencies": {
+    "cron-parser": "^5.10.0",
     "cronstrue": "^2.53.0",
     "react": "^18.3.1",
     "react-dom": "^18.3.1",
diff --git a/web/src/api/client.ts b/web/src/api/client.ts
index d73769a..6ba3bb0 100644
--- a/web/src/api/client.ts
+++ b/web/src/api/client.ts
@@ -9,7 +9,7 @@ export interface ServerRecord {
   lastSeenAt: string | null;
 }
 
-export type ScheduleType = "cron" | "systemd_timer" | "docker" | "manual";
+export type ScheduleType = "cron" | "systemd_timer" | "docker" | "backup" | "update" | "manual";
 
 export interface TaskRecord {
   id: number;
diff --git a/web/src/components/CopyButton.tsx b/web/src/components/CopyButton.tsx
new file mode 100644
index 0000000..ac00c69
--- /dev/null
+++ b/web/src/components/CopyButton.tsx
@@ -0,0 +1,21 @@
+import { useState } from "react";
+
+export default function CopyButton({ text }: { text: string }) {
+  const [copied, setCopied] = useState(false);
+
+  async function handleCopy() {
+    try {
+      await navigator.clipboard.writeText(text);
+      setCopied(true);
+      setTimeout(() => setCopied(false), 1500);
+    } catch {
+      // Clipboard API unavailable (e.g. insecure context) — nothing more we can do.
+    }
+  }
+
+  return (
+    <button type="button" className="btn btn-small copy-btn" onClick={handleCopy}>
+      {copied ? "Copied!" : "Copy"}
+    </button>
+  );
+}
diff --git a/web/src/components/FilterBar.tsx b/web/src/components/FilterBar.tsx
index 55d4944..b2ebf4e 100644
--- a/web/src/components/FilterBar.tsx
+++ b/web/src/components/FilterBar.tsx
@@ -37,6 +37,8 @@ export default function FilterBar({ servers, filters, onChange }: Props) {
         <option value="cron">Cron</option>
         <option value="systemd_timer">systemd timer</option>
         <option value="docker">Docker</option>
+        <option value="backup">Backup</option>
+        <option value="update">Update</option>
         <option value="manual">Other / manual</option>
       </select>
       <input
diff --git a/web/src/components/ServerGroup.tsx b/web/src/components/ServerGroup.tsx
index 89d75c9..5c5227d 100644
--- a/web/src/components/ServerGroup.tsx
+++ b/web/src/components/ServerGroup.tsx
@@ -5,6 +5,8 @@ const SCHEDULE_TYPE_LABELS: Record<string, string> = {
   cron: "Cron jobs",
   systemd_timer: "systemd timers",
   docker: "Docker jobs",
+  backup: "Backups",
+  update: "Updates",
   manual: "Other",
 };
 
diff --git a/web/src/components/TaskForm.tsx b/web/src/components/TaskForm.tsx
index ae059f4..0c82d70 100644
--- a/web/src/components/TaskForm.tsx
+++ b/web/src/components/TaskForm.tsx
@@ -5,6 +5,8 @@ const SCHEDULE_TYPE_OPTIONS: { value: ScheduleType; label: string }[] = [
   { value: "docker", label: "Docker" },
   { value: "cron", label: "Cron" },
   { value: "systemd_timer", label: "systemd timer" },
+  { value: "backup", label: "Backup" },
+  { value: "update", label: "Update" },
   { value: "manual", label: "Other / manual" },
 ];
 
diff --git a/web/src/components/TaskTable.tsx b/web/src/components/TaskTable.tsx
index bd7499c..21484df 100644
--- a/web/src/components/TaskTable.tsx
+++ b/web/src/components/TaskTable.tsx
@@ -1,4 +1,5 @@
 import cronstrue from "cronstrue";
+import { CronExpressionParser } from "cron-parser";
 import type { TaskRecord } from "../api/client";
 
 function describeSchedule(task: TaskRecord): string {
@@ -13,6 +14,27 @@ function describeSchedule(task: TaskRecord): string {
   return task.scheduleExpression;
 }
 
+interface NextRun {
+  date: Date;
+  /** true when computed client-side from the cron expression rather than reported by the agent */
+  estimated: boolean;
+}
+
+function computeNextRun(task: TaskRecord): NextRun | null {
+  if (task.nextRunAt) {
+    return { date: new Date(task.nextRunAt), estimated: false };
+  }
+  if (task.scheduleType !== "cron" || !task.scheduleExpression || task.isStale || !task.enabled) {
+    return null;
+  }
+  try {
+    const date = CronExpressionParser.parse(task.scheduleExpression).next().toDate();
+    return { date, estimated: true };
+  } catch {
+    return null;
+  }
+}
+
 interface Props {
   tasks: TaskRecord[];
   onEdit?: (task: TaskRecord) => void;
@@ -33,39 +55,59 @@ export default function TaskTable({ tasks, onEdit, onDelete }: Props) {
         </tr>
       </thead>
       <tbody>
-        {tasks.map((task) => (
-          <tr key={task.id} className={task.isStale ? "stale" : undefined}>
-            <td>{task.name}</td>
-            <td className="mono">{task.command ?? "—"}</td>
-            <td>
-              <div className="schedule-human">{describeSchedule(task)}</div>
-              {task.scheduleExpression && <span className="mono schedule-raw">{task.scheduleExpression}</span>}
-            </td>
-            <td>{task.nextRunAt ? new Date(task.nextRunAt).toLocaleString() : "—"}</td>
-            <td>
-              {task.isStale ? (
-                <span className="badge badge-stale">Missing</span>
-              ) : task.enabled ? (
-                <span className="badge badge-ok">Enabled</span>
-              ) : (
-                <span className="badge badge-disabled">Disabled</span>
-              )}
-              {task.origin === "manual" && <span className="badge badge-manual">Manual</span>}
-            </td>
-            <td className="actions">
-              {task.origin === "manual" && (
-                <>
-                  <button className="btn btn-small" onClick={() => onEdit?.(task)}>
-                    Edit
-                  </button>
-                  <button className="btn btn-small btn-danger" onClick={() => onDelete?.(task)}>
-                    Delete
-                  </button>
-                </>
-              )}
-            </td>
-          </tr>
-        ))}
+        {tasks.map((task) => {
+          const nextRun = computeNextRun(task);
+          return (
+            <tr key={task.id} className={task.isStale ? "stale" : undefined}>
+              <td>{task.name}</td>
+              <td className="mono">{task.command ?? "—"}</td>
+              <td>
+                <div className="schedule-human">{describeSchedule(task)}</div>
+                {task.scheduleExpression && (
+                  <span className="mono schedule-raw">{task.scheduleExpression}</span>
+                )}
+              </td>
+              <td>
+                {nextRun ? (
+                  <span
+                    title={
+                      nextRun.estimated
+                        ? "Estimated from the cron expression in your browser's timezone — the server may run in a different timezone"
+                        : undefined
+                    }
+                  >
+                    {nextRun.estimated ? "~" : ""}
+                    {nextRun.date.toLocaleString()}
+                  </span>
+                ) : (
+                  "—"
+                )}
+              </td>
+              <td>
+                {task.isStale ? (
+                  <span className="badge badge-stale">Missing</span>
+                ) : task.enabled ? (
+                  <span className="badge badge-ok">Enabled</span>
+                ) : (
+                  <span className="badge badge-disabled">Disabled</span>
+                )}
+                {task.origin === "manual" && <span className="badge badge-manual">Manual</span>}
+              </td>
+              <td className="actions">
+                {task.origin === "manual" && (
+                  <>
+                    <button className="btn btn-small" onClick={() => onEdit?.(task)}>
+                      Edit
+                    </button>
+                    <button className="btn btn-small btn-danger" onClick={() => onDelete?.(task)}>
+                      Delete
+                    </button>
+                  </>
+                )}
+              </td>
+            </tr>
+          );
+        })}
       </tbody>
     </table>
   );
diff --git a/web/src/pages/ServersAdmin.tsx b/web/src/pages/ServersAdmin.tsx
index a228117..efa5514 100644
--- a/web/src/pages/ServersAdmin.tsx
+++ b/web/src/pages/ServersAdmin.tsx
@@ -1,5 +1,14 @@
 import { useEffect, useState, type FormEvent } from "react";
 import { api, type ServerRecord } from "../api/client";
+import CopyButton from "../components/CopyButton";
+
+function installCommand(token: string): string {
+  return `curl -fsSL ${window.location.origin}/agent/linux/install.sh | sudo API_URL=${window.location.origin} API_TOKEN=${token} bash`;
+}
+
+function uninstallCommand(): string {
+  return `curl -fsSL ${window.location.origin}/agent/linux/uninstall.sh | sudo bash`;
+}
 
 export default function ServersAdmin() {
   const [servers, setServers] = useState<ServerRecord[]>([]);
@@ -88,9 +97,15 @@ export default function ServersAdmin() {
         <section className="token-reveal">
           <h3>Agent token for {newToken.server.name}</h3>
           <p>This token is only shown once — copy it now.</p>
-          <code className="token-value">{newToken.token}</code>
+          <div className="copyable-row">
+            <code className="token-value">{newToken.token}</code>
+            <CopyButton text={newToken.token} />
+          </div>
           <p>Install the agent on the server (run as root — put sudo right after the pipe, not before curl):</p>
-          <pre className="install-command">{`curl -fsSL ${window.location.origin}/agent/linux/install.sh | sudo API_URL=${window.location.origin} API_TOKEN=${newToken.token} bash`}</pre>
+          <div className="copyable-row">
+            <pre className="install-command">{installCommand(newToken.token)}</pre>
+            <CopyButton text={installCommand(newToken.token)} />
+          </div>
           <button onClick={() => setNewToken(null)} className="btn">
             Dismiss
           </button>
@@ -101,7 +116,10 @@ export default function ServersAdmin() {
         <section className="token-reveal uninstall-reveal">
           <h3>Uninstall agent from {uninstallFor.name}</h3>
           <p>Run this on the server as root to stop and remove the agent (its entry here is kept):</p>
-          <pre className="install-command">{`curl -fsSL ${window.location.origin}/agent/linux/uninstall.sh | sudo bash`}</pre>
+          <div className="copyable-row">
+            <pre className="install-command">{uninstallCommand()}</pre>
+            <CopyButton text={uninstallCommand()} />
+          </div>
           <button onClick={() => setUninstallFor(null)} className="btn">
             Dismiss
           </button>
diff --git a/web/src/styles.css b/web/src/styles.css
index b64d4d3..aa1d14e 100644
--- a/web/src/styles.css
+++ b/web/src/styles.css
@@ -398,6 +398,26 @@ tr.stale {
   font-size: 0.8rem;
 }
 
+.copyable-row {
+  display: flex;
+  align-items: flex-start;
+  gap: 0.5rem;
+  margin: 0.5rem 0;
+}
+
+.copyable-row .token-value,
+.copyable-row .install-command {
+  flex: 1;
+  min-width: 0;
+  margin: 0;
+}
+
+.copy-btn {
+  flex-shrink: 0;
+  margin-right: 0;
+  margin-top: 0.1rem;
+}
+
 .servers-admin section {
   margin-bottom: 2rem;
 }
diff --git a/web/tsconfig.tsbuildinfo b/web/tsconfig.tsbuildinfo
index c43b573..a32cd5b 100644
--- a/web/tsconfig.tsbuildinfo
+++ b/web/tsconfig.tsbuildinfo
@@ -1 +1 @@
-{"root":["./src/app.tsx","./src/main.tsx","./src/vite-env.d.ts","./src/api/client.ts","./src/components/filterbar.tsx","./src/components/servergroup.tsx","./src/components/taskform.tsx","./src/components/tasktable.tsx","./src/pages/dashboard.tsx","./src/pages/login.tsx","./src/pages/serversadmin.tsx"],"version":"5.9.3"}
\ No newline at end of file
+{"root":["./src/app.tsx","./src/main.tsx","./src/vite-env.d.ts","./src/api/client.ts","./src/components/copybutton.tsx","./src/components/filterbar.tsx","./src/components/servergroup.tsx","./src/components/taskform.tsx","./src/components/tasktable.tsx","./src/pages/dashboard.tsx","./src/pages/login.tsx","./src/pages/serversadmin.tsx"],"version":"5.9.3"}
\ No newline at end of file