diff --git a/README.md b/README.md
index c6fa488..d80e47b 100644
--- a/README.md
+++ b/README.md
@@ -454,31 +454,10 @@ client IP with a sliding window. Everything is configurable in `.env.local`:
 | `GET/POST/DELETE /api/push`, `POST /api/push/test` | 30 per 5 minutes | `RATE_LIMIT_PUSH` |
 | window for all of them | 5 minutes | `RATE_LIMIT_WINDOW_MS` |
 
-On top of the per-route windows there is one **account-level guard**, so no flood — from one client
-or from many — can get the Ollama key throttled or banned:
-
-| Guard | Default | Env var |
-| --- | --- | --- |
-| all model calls together (generate, homework, refine, chat, extract, grade) | 60 per window | `RATE_LIMIT_MODEL_TOTAL` |
-| model calls in flight per client IP | 3 | `RATE_LIMIT_CONCURRENT` |
-| model calls in flight across all clients | 6 | `RATE_LIMIT_CONCURRENT_TOTAL` |
-
-A request over the concurrency cap gets a **429 `kind: "busy"`** (“Freezmo is already working on
-something — try again in a moment”), not a punishment: the slot frees as soon as the model call
-finishes, and the client's Retry button works. Slots are taken *after* every cheap rejection, so a
-malformed request can never hold one.
-
-Two more disk guards: `REPORTS_MAX_BYTES` (default 8 MB) stops appending to `reports.jsonl` once it
-is full, and `PUSH_MAX_SUBSCRIPTIONS` (default 50) refuses new reminder devices over the cap.
-Reminder endpoints must also be a real push service — `fcm.googleapis.com`,
-`updates.push.services.mozilla.com`, `*.push.apple.com`, `*.notify.windows.com` — or a host you add
-with `PUSH_ALLOWED_HOSTS`, because the server POSTs to whatever is stored.
-
 When a limit is hit the route answers **429** with a `Retry-After` header and a friendly message
 (“Too many requests — try again in 42s”); the UI shows that message and keeps the Retry button. The
-client IP is taken from the **last** `x-forwarded-for` hop (the one your reverse proxy appended) or
-from `x-real-ip`; taking the first hop would let a client spoof its own identity and dodge every
-per-IP limit. Requests without those headers share one bucket.
+client IP is taken from `x-forwarded-for` / `x-real-ip` when present (reverse proxy), otherwise all
+local clients share one bucket.
 
 Caveats, stated honestly: counters live **in memory**, so they reset on restart and are not shared
 between multiple instances or Node workers. That is fine for a self-hosted single-instance app; if
@@ -679,19 +658,6 @@ self-hosted study app with no accounts, no database and no server-side state.
   parsing, on top of the zod limits on image count, text length and field sizes.
 - **Rate limiting** per client IP; see [Rate limits](#rate-limits). Auth is checked *before* parsing
   request bodies, so unauthenticated traffic costs almost nothing.
-- **An account-level model budget and concurrency caps** sit in front of every route that spends an
-  Ollama call (`lib/model-guard.ts`): 60 calls per window across all clients, 3 in flight per IP, 6
-  in flight in total. A flood cannot pile up parallel calls or burn the account — the thing that
-  gets a key throttled or banned. Slots are released when the call finishes, including a client that
-  disconnects mid-stream.
-- **Images must be base64 data URLs** (`dataUrlSchema`). A plain URL in an `images` field would make
-  Ollama fetch an arbitrary address on our behalf, so the shape is part of the contract.
-- **Reminder endpoints must be real push services** (an allowlist, `PUSH_ALLOWED_HOSTS`): the server
-  POSTs to whatever is stored, so an arbitrary URL there would be an SSRF primitive.
-- **Security headers** on every response: `X-Frame-Options: DENY`, `Content-Security-Policy:
-  frame-ancestors 'none'`, `X-Content-Type-Options: nosniff`, a referrer policy and a
-  Permissions-Policy that turns off camera/microphone/geolocation/payment (the camera button is a
-  file input with `capture`, which is not gated by that policy).
 - **No CSRF surface**: no cookies, no sessions, no server-side mutations.
 - **Prompt injection is low impact by design.** Your notes could contain text that tries to
   manipulate the model, but the model can only return a JSON deck (validated per activity, dropped if
@@ -704,10 +670,8 @@ self-hosted study app with no accounts, no database and no server-side state.
   notes.
 - Anything stored in `localStorage` is readable by JavaScript on the same origin. Freezmo has no XSS
   vector today, but that is the standard risk of browser-stored credentials.
-- Rate limiting keeps counters in memory: single instance only, reset on restart. The client IP is
-  read from the **last** `x-forwarded-for` hop, so a client cannot spoof its identity — but behind
-  more than one proxy the "last hop" is the proxy closest to Freezmo, which means those clients
-  share one bucket. Point `x-real-ip` at the real client if you need per-client buckets there.
+- Rate limiting trusts `x-forwarded-for` when present (correct behind a proxy, spoofable when
+  exposed directly) and keeps counters in memory: single instance only, reset on restart.
 - Ollama cloud usage is billed to whoever's key is used, so treat a shared Freezmo URL as shared key
   access in `server` mode.
 - No accounts means no per-user isolation: anyone who can reach the URL can use the app (and, in
diff --git a/app/api/chat/extract/route.ts b/app/api/chat/extract/route.ts
index 279e4f4..4b93cfa 100644
--- a/app/api/chat/extract/route.ts
+++ b/app/api/chat/extract/route.ts
@@ -5,8 +5,6 @@ import { authErrorMessage, authErrorKind, getServerConfig, resolveAuth } from "@
 import { friendlyErrorMessage, OllamaError } from "@/lib/ollama";
 import { rejectCrossOrigin, rejectOversizedBody, requestLocale } from "@/lib/http-guard";
 import { clientKey, rateLimit, rateLimitResponse } from "@/lib/rate-limit";
-import { acquireModelGate } from "@/lib/model-guard";
-import { dataUrlSchema } from "@/lib/schemas";
 import { translate } from "@/lib/i18n-dict";
 
 export const runtime = "nodejs";
@@ -18,7 +16,7 @@ const MAX_BODY_BYTES = 33554432;
 const MAX_IMAGE_CHARS = 8_000_000;
 
 const requestSchema = z.object({
-  images: z.array(dataUrlSchema(MAX_IMAGE_CHARS)).max(16).optional(),
+  images: z.array(z.string().min(32).max(MAX_IMAGE_CHARS)).max(16).optional(),
   text: z.string().max(120_000).optional(),
 });
 
@@ -68,8 +66,6 @@ export async function POST(request: Request) {
     return Response.json({ error: translate(locale, "server.needContent") }, { status: 400 });
   }
 
-  const gate = acquireModelGate(request, config, locale);
-  if ("response" in gate) return gate.response;
   const abort = new AbortController();
   const timer = setTimeout(() => abort.abort(), config.timeoutMs);
   try {
@@ -101,7 +97,6 @@ export async function POST(request: Request) {
     );
   } finally {
     clearTimeout(timer);
-    gate.gate.release();
   }
 }
 
diff --git a/app/api/chat/route.ts b/app/api/chat/route.ts
index ae86e43..9e03022 100644
--- a/app/api/chat/route.ts
+++ b/app/api/chat/route.ts
@@ -4,7 +4,6 @@ import { authErrorMessage, authErrorKind, getServerConfig, resolveAuth, resolveM
 import { friendlyErrorMessage, ollamaChatStream, OllamaError } from "@/lib/ollama";
 import { rejectCrossOrigin, rejectOversizedBody, requestLocale } from "@/lib/http-guard";
 import { clientKey, rateLimit, rateLimitResponse } from "@/lib/rate-limit";
-import { acquireModelGate } from "@/lib/model-guard";
 import { translate } from "@/lib/i18n-dict";
 import { buildChatSystemPrompt } from "@/lib/prompts";
 import { estimateTokens, trimHistory } from "@/lib/chat-trim";
@@ -132,11 +131,6 @@ export async function POST(request: Request) {
     })),
   });
 
-  // Concurrency + the account-wide model budget (lib/model-guard), taken
-  // after every cheap rejection so a 400 can never leak a slot.
-  const gate = acquireModelGate(request, config, locale);
-  if ("response" in gate) return gate.response;
-
   const encode = encoder();
   const abort = new AbortController();
   const globalTimer = setTimeout(() => abort.abort(), config.timeoutMs);
@@ -176,7 +170,6 @@ export async function POST(request: Request) {
         }
       } finally {
         clearTimeout(globalTimer);
-        gate.gate.release();
         try {
           controller.close();
         } catch {
@@ -186,7 +179,6 @@ export async function POST(request: Request) {
     },
     cancel() {
       clearTimeout(globalTimer);
-      gate.gate.release();
       abort.abort();
     },
   });
diff --git a/app/api/generate/route.ts b/app/api/generate/route.ts
index 82c3951..7c5e9e3 100644
--- a/app/api/generate/route.ts
+++ b/app/api/generate/route.ts
@@ -5,9 +5,8 @@ import { authErrorMessage, authErrorKind, getServerConfig, resolveAuth, resolveM
 import { friendlyErrorMessage, OllamaError } from "@/lib/ollama";
 import { rejectCrossOrigin, rejectOversizedBody, requestLocale } from "@/lib/http-guard";
 import { clientKey, rateLimit, rateLimitResponse } from "@/lib/rate-limit";
-import { acquireModelGate } from "@/lib/model-guard";
 import { translate } from "@/lib/i18n-dict";
-import { dataUrlSchema, difficultySchema } from "@/lib/schemas";
+import { difficultySchema } from "@/lib/schemas";
 import { uid } from "@/lib/utils";
 import { xpForActivity } from "@/lib/xp";
 
@@ -19,7 +18,7 @@ export const maxDuration = 300;
 const MAX_IMAGE_CHARS = 8_000_000;
 
 const requestSchema = z.object({
-  images: z.array(dataUrlSchema(MAX_IMAGE_CHARS)).max(16).optional(),
+  images: z.array(z.string().min(32).max(MAX_IMAGE_CHARS)).max(16).optional(),
   text: z.string().max(120_000).optional(),
   difficulty: difficultySchema.default("medium"),
   count: z.number().int().min(4).max(18).optional(),
@@ -102,11 +101,6 @@ export async function POST(request: Request) {
     );
   }
 
-  // Concurrency + the account-wide model budget (lib/model-guard). Taken
-  // only now, after every cheap rejection, so a 400 can never leak a slot.
-  const gate = acquireModelGate(request, config, locale);
-  if ("response" in gate) return gate.response;
-
   const requestedCount = count ?? config.defaultActivityCount;
   const encode = encoder();
   const abort = new AbortController();
@@ -207,7 +201,6 @@ export async function POST(request: Request) {
         });
       } finally {
         clearTimeout(globalTimer);
-        gate.gate.release();
         try {
           controller.close();
         } catch {
@@ -217,7 +210,6 @@ export async function POST(request: Request) {
     },
     cancel() {
       clearTimeout(globalTimer);
-      gate.gate.release();
       abort.abort();
     },
   });
diff --git a/app/api/grade/route.ts b/app/api/grade/route.ts
index 8590364..a04c46c 100644
--- a/app/api/grade/route.ts
+++ b/app/api/grade/route.ts
@@ -5,7 +5,6 @@ import { authErrorMessage, authErrorKind, getServerConfig, resolveAuth } from "@
 import { friendlyErrorMessage, OllamaError } from "@/lib/ollama";
 import { rejectCrossOrigin, rejectOversizedBody, requestLocale } from "@/lib/http-guard";
 import { clientKey, rateLimit, rateLimitResponse } from "@/lib/rate-limit";
-import { acquireModelGate } from "@/lib/model-guard";
 import { translate } from "@/lib/i18n-dict";
 
 export const runtime = "nodejs";
@@ -55,8 +54,6 @@ export async function POST(request: Request) {
     return Response.json({ error: translate(locale, "server.invalidGrade") }, { status: 400 });
   }
 
-  const gate = acquireModelGate(request, config, locale);
-  if ("response" in gate) return gate.response;
   try {
     const result = await gradeShortAnswer({
       model: config.textModel,
@@ -75,7 +72,5 @@ export async function POST(request: Request) {
       },
       { status: 502 },
     );
-  } finally {
-    gate.gate.release();
   }
 }
diff --git a/app/api/homework/refine/route.ts b/app/api/homework/refine/route.ts
index 0435e98..8fc04ad 100644
--- a/app/api/homework/refine/route.ts
+++ b/app/api/homework/refine/route.ts
@@ -6,7 +6,6 @@ import { friendlyErrorMessage, OllamaError } from "@/lib/ollama";
 import { rejectCrossOrigin, rejectOversizedBody, requestLocale } from "@/lib/http-guard";
 import { translate } from "@/lib/i18n-dict";
 import { clientKey, rateLimit, rateLimitResponse } from "@/lib/rate-limit";
-import { acquireModelGate } from "@/lib/model-guard";
 
 export const runtime = "nodejs";
 export const dynamic = "force-dynamic";
@@ -65,8 +64,6 @@ export async function POST(request: Request) {
     );
   }
 
-  const gate = acquireModelGate(request, config, locale);
-  if ("response" in gate) return gate.response;
   try {
     const text = await refineHomeworkText({
       model: config.textModel,
@@ -89,7 +86,5 @@ export async function POST(request: Request) {
       },
       { status: 502 },
     );
-  } finally {
-    gate.gate.release();
   }
 }
diff --git a/app/api/homework/route.ts b/app/api/homework/route.ts
index 761a603..1a0a535 100644
--- a/app/api/homework/route.ts
+++ b/app/api/homework/route.ts
@@ -5,9 +5,8 @@ import { authErrorMessage, authErrorKind, getServerConfig, resolveAuth, resolveM
 import { friendlyErrorMessage, OllamaError } from "@/lib/ollama";
 import { rejectCrossOrigin, rejectOversizedBody, requestLocale } from "@/lib/http-guard";
 import { clientKey, rateLimit, rateLimitResponse } from "@/lib/rate-limit";
-import { acquireModelGate } from "@/lib/model-guard";
 import { translate } from "@/lib/i18n-dict";
-import { dataUrlSchema, homeworkModeSchema, type HomeworkStep } from "@/lib/schemas";
+import { homeworkModeSchema, type HomeworkStep } from "@/lib/schemas";
 import { uid } from "@/lib/utils";
 
 export const runtime = "nodejs";
@@ -21,12 +20,12 @@ const MAX_BODY_BYTES = 33554432;
 
 const requestSchema = z.object({
   mode: homeworkModeSchema,
-  images: z.array(dataUrlSchema(MAX_IMAGE_CHARS)).max(16).optional(),
+  images: z.array(z.string().min(32).max(MAX_IMAGE_CHARS)).max(16).optional(),
   text: z.string().max(120_000).optional(),
   /** Mode "check": the student's own attempt at the assignment. */
   solution: z.string().max(120_000).optional(),
   /** Mode "check": photos of the attempt (handwritten work, scanned pages). */
-  solutionImages: z.array(dataUrlSchema(MAX_IMAGE_CHARS)).max(16).optional(),
+  solutionImages: z.array(z.string().min(32).max(MAX_IMAGE_CHARS)).max(16).optional(),
   /** Language of the assignment (usually detected by the vision step). */
   language: z.string().max(60).optional(),
 });
@@ -96,11 +95,6 @@ export async function POST(request: Request) {
     return Response.json({ error: translate(locale, "server.needSolution") }, { status: 400 });
   }
 
-  // Concurrency + the account-wide model budget (lib/model-guard), taken
-  // after every cheap rejection so a 400 can never leak a slot.
-  const gate = acquireModelGate(request, config, locale);
-  if ("response" in gate) return gate.response;
-
   const encode = encoder();
   const abort = new AbortController();
   // A single hard deadline for the whole pipeline (two sequential model calls).
@@ -263,7 +257,6 @@ export async function POST(request: Request) {
         });
       } finally {
         clearTimeout(globalTimer);
-        gate.gate.release();
         try {
           controller.close();
         } catch {
@@ -273,7 +266,6 @@ export async function POST(request: Request) {
     },
     cancel() {
       clearTimeout(globalTimer);
-      gate.gate.release();
       abort.abort();
     },
   });
diff --git a/app/api/push/route.ts b/app/api/push/route.ts
index d8c8451..e7b8c78 100644
--- a/app/api/push/route.ts
+++ b/app/api/push/route.ts
@@ -16,23 +16,6 @@ export const dynamic = "force-dynamic";
  * is false — no half-configured UI ever shows.
  */
 
-/**
- * The server POSTs to the stored endpoint with VAPID headers, so it must be a
- * real push service: an arbitrary URL here would be an SSRF primitive. The
- * allowed hosts come from the config (PUSH_ALLOWED_HOSTS), defaulting to the
- * real services.
- */
-function isPushEndpoint(value: string, allowedHosts: string[]): boolean {
-  try {
-    const url = new URL(value);
-    if (url.protocol !== "https:") return false;
-    const host = url.hostname.toLowerCase();
-    return allowedHosts.some((entry) => (entry.startsWith(".") ? host.endsWith(entry) : host === entry));
-  } catch {
-    return false;
-  }
-}
-
 const subscriptionSchema = z.object({
   endpoint: z.string().url().max(2000),
   keys: z.object({
@@ -113,21 +96,9 @@ export async function POST(request: Request) {
       { status: 400 },
     );
   }
-  if (!isPushEndpoint(parsed.data.endpoint, config.push.allowedHosts)) {
-    return Response.json(
-      { error: translate(locale, "server.pushEndpoint"), kind: "bad_endpoint" },
-      { status: 400 },
-    );
-  }
 
-  const count = await addSubscription(config.push.dir, parsed.data, config.push.maxSubscriptions);
-  if (!count.accepted) {
-    return Response.json(
-      { error: translate(locale, "server.pushTooMany", { max: config.push.maxSubscriptions }), kind: "too_many" },
-      { status: 429 },
-    );
-  }
-  return Response.json({ ok: true, count: count.count }, { headers: { "Cache-Control": "no-store" } });
+  const count = await addSubscription(config.push.dir, parsed.data);
+  return Response.json({ ok: true, count }, { headers: { "Cache-Control": "no-store" } });
 }
 
 export async function DELETE(request: Request) {
diff --git a/app/api/reports/route.ts b/app/api/reports/route.ts
index bb92e7e..263d246 100644
--- a/app/api/reports/route.ts
+++ b/app/api/reports/route.ts
@@ -51,16 +51,7 @@ export async function POST(request: Request) {
   const line = JSON.stringify({ ...parsed.data, receivedAt: new Date().toISOString() });
   try {
     await fs.mkdir(config.reports.dir, { recursive: true });
-    const file = path.join(config.reports.dir, "reports.jsonl");
-    /* Disk guard: reports are a convenience for the operator, so once the
-       file passes the cap the app stops appending (the browser's own list is
-       still the source of truth for skipping). */
-    const size = await fs.stat(file).then((stats) => stats.size).catch(() => 0);
-    if (size >= config.reports.maxBytes) {
-      console.warn("[api/reports] reports.jsonl is at its size cap — not appending");
-      return Response.json({ ok: true });
-    }
-    await fs.appendFile(file, `${line}\n`, "utf8");
+    await fs.appendFile(path.join(config.reports.dir, "reports.jsonl"), `${line}\n`, "utf8");
   } catch {
     return Response.json({ error: "could not store the report" }, { status: 500 });
   }
diff --git a/app/deck/[id]/page.tsx b/app/deck/[id]/page.tsx
index 5927fad..bb6eac8 100644
--- a/app/deck/[id]/page.tsx
+++ b/app/deck/[id]/page.tsx
@@ -72,10 +72,7 @@ export default function DeckPage() {
 
   return (
     <ApiKeyGate>
-      {/* The feed is a fixed overlay, but its content still needs a landmark. */}
-      <main>
-        <StudyFeed key={deck.id} deck={deck} />
-      </main>
+      <StudyFeed key={deck.id} deck={deck} />
     </ApiKeyGate>
   );
 }
diff --git a/app/globals.css b/app/globals.css
index c5d4249..4357eb8 100644
--- a/app/globals.css
+++ b/app/globals.css
@@ -647,28 +647,6 @@ body:has(.overlay-open) :is(.app-header, .segmented, .tabbar) {
   background: var(--hover);
   color: var(--text);
 }
-
-/* The rail's two creation actions ("New deck", "New homework") are buttons,
-   not nav rows: once the library is full the empty-state CTAs are long gone,
-   and on desktop the rail is the only place left to start something. */
-.nav-action {
-  display: flex;
-  align-items: center;
-  gap: 0.625rem;
-  width: 100%;
-  border-radius: 0.75rem;
-  padding: 0.5rem 0.625rem;
-  font-size: 13.5px;
-  font-weight: 600;
-  color: var(--text);
-  background: var(--surface-strong);
-  border: 1px solid var(--glass-border);
-  transition: background-color 160ms ease, border-color 160ms ease;
-}
-.nav-action:hover {
-  background: var(--hover);
-  border-color: var(--nav-active-border);
-}
 .nav-row[aria-current="page"],
 .nav-row[aria-pressed="true"] {
   background: var(--nav-active-bg);
diff --git a/app/manifest.ts b/app/manifest.ts
index 26d61e4..205c105 100644
--- a/app/manifest.ts
+++ b/app/manifest.ts
@@ -55,7 +55,7 @@ export default function manifest(): MetadataRoute.Manifest {
     ],
     shortcuts: [
       { name: "New deck", short_name: "New", url: "/create" },
-      { name: "New homework", short_name: "Homework", url: "/homework" },
+      { name: "Make my homework", short_name: "Homework", url: "/homework" },
       { name: "Library", short_name: "Library", url: "/" },
     ],
     /* Share text and links from other apps (GET). Files are POSTed to the
diff --git a/components/DataSection.tsx b/components/DataSection.tsx
index 1bf771d..bc33178 100644
--- a/components/DataSection.tsx
+++ b/components/DataSection.tsx
@@ -78,8 +78,6 @@ export function DataSection() {
         <input
           ref={fileRef}
           type="file"
-        aria-hidden="true"
-        tabIndex={-1}
           accept="application/json,.json"
           className="hidden"
           onChange={(event) => void pick(event.target.files?.[0])}
diff --git a/components/DeckCard.tsx b/components/DeckCard.tsx
index 3a8621a..e42fce4 100644
--- a/components/DeckCard.tsx
+++ b/components/DeckCard.tsx
@@ -182,12 +182,12 @@ export function DeckCard({
               </Button>
             </div>
           ) : (
-            <h2
+            <h3
               className="line-clamp-2 text-[15px] font-semibold leading-snug tracking-[-0.01em] text-[var(--text)]"
               title={deck.title}
             >
               {truncate(deck.title, 90)}
-            </h2>
+            </h3>
           )}
           {/* Phones: one compact meta line. */}
           <p className="mt-1 text-[12.5px] text-[var(--text-subtle)] sm:hidden">
diff --git a/components/HomeworkCard.tsx b/components/HomeworkCard.tsx
index c085181..43019e7 100644
--- a/components/HomeworkCard.tsx
+++ b/components/HomeworkCard.tsx
@@ -62,12 +62,12 @@ export function HomeworkCard({
 
       <div className="flex items-start justify-between gap-3">
         <div className="min-w-0 flex-1">
-          <h2
+          <h3
             className="line-clamp-2 text-[15px] font-semibold leading-snug tracking-[-0.01em] text-[var(--text)]"
             title={record.title}
           >
             {truncate(record.title, 90)}
-          </h2>
+          </h3>
           <p className="mt-1 flex flex-wrap items-center gap-x-1.5 gap-y-0.5 text-[12.5px] text-[var(--text-subtle)]">
             <span className="inline-flex items-center gap-1">
               {record.mode === "make" ? <BoltIcon className="size-3.5" /> : <PlayIcon className="size-3.5" />}
diff --git a/components/LearningSection.tsx b/components/LearningSection.tsx
index 0043eaf..ebe20ef 100644
--- a/components/LearningSection.tsx
+++ b/components/LearningSection.tsx
@@ -25,12 +25,7 @@ function urlBase64ToUint8Array(base64: string): Uint8Array {
  * the server has VAPID keys configured. Without them the reminder block is
  * hidden completely, exactly as if the feature did not exist.
  */
-/**
- * `level` keeps the heading order right in both places it is used: h2 on the
- * library page (under its h1) and h3 inside the settings dialog (under its h2
- * title).
- */
-export function LearningSection({ level = 2 }: { level?: 2 | 3 } = {}) {
+export function LearningSection() {
   const { t } = useI18n();
   const dailyGoal = useSyncExternalStore(
     settingsStore.subscribe,
@@ -159,11 +154,7 @@ export function LearningSection({ level = 2 }: { level?: 2 | 3 } = {}) {
 
   return (
     <section className="mb-4 space-y-3 rounded-2xl border border-[var(--hairline)] bg-[var(--surface-sunken)] p-3">
-      {level === 3 ? (
-        <h3 className="text-sm font-semibold text-frost-950 dark:text-frost-50">{t("settings.learning")}</h3>
-      ) : (
-        <h2 className="text-sm font-semibold text-frost-950 dark:text-frost-50">{t("settings.learning")}</h2>
-      )}
+      <h3 className="text-sm font-semibold text-frost-950 dark:text-frost-50">{t("settings.learning")}</h3>
 
       <div className="space-y-1.5">
         <p className="text-[12px] font-semibold text-[var(--text)]">{t("settings.dailyGoal")}</p>
diff --git a/components/LibraryScreen.tsx b/components/LibraryScreen.tsx
index 4e1bba6..ac7cc77 100644
--- a/components/LibraryScreen.tsx
+++ b/components/LibraryScreen.tsx
@@ -220,8 +220,6 @@ export function LibraryScreen({ initialTab = "decks" }: { initialTab?: "decks" |
         <input
           ref={importRef}
           type="file"
-        aria-hidden="true"
-        tabIndex={-1}
           accept="application/json,.json"
           className="sr-only"
           onChange={(event) => {
diff --git a/components/ReportQuestionButton.tsx b/components/ReportQuestionButton.tsx
index a2cef9c..b26686a 100644
--- a/components/ReportQuestionButton.tsx
+++ b/components/ReportQuestionButton.tsx
@@ -3,31 +3,22 @@
 import { haptic } from "@/lib/haptics";
 import { useI18n } from "@/lib/i18n";
 import { reportQuestion, unreportQuestion } from "@/lib/question-reports";
-import type { Activity } from "@/lib/schemas";
+import type { Activity, Deck } from "@/lib/schemas";
 import { showToast } from "@/lib/toast";
 
 /**
  * The red "!" report control that sits under the card (bottom-right of the
- * exercise): records the question, sends the operator a copy and — in the
- * study feeds — skips past it. Undo lives in the toast. 44px, because it is a
- * thumb target.
- *
- * `deckId` is a deck id in the feeds and the homework record's id for a
- * homework exercise; `onSkip` is omitted where there is no queue to skip.
+ * exercise): records the question, sends the operator a copy and skips past
+ * it. Undo lives in the toast. 44px, because it is a thumb target.
  */
 export function ReportQuestionButton({
-  deckId,
-  deckTitle,
+  deck,
   activity,
   onSkip,
-  labelKey = "feed.report",
 }: {
-  deckId: string;
-  deckTitle?: string;
+  deck: Deck;
   activity: Activity;
-  onSkip?: () => void;
-  /** i18n key for the accessible name ("Report question" / "Report exercise"). */
-  labelKey?: string;
+  onSkip: () => void;
 }) {
   const { t } = useI18n();
 
@@ -36,16 +27,16 @@ export function ReportQuestionButton({
       type="button"
       onClick={() => {
         haptic("tap");
-        reportQuestion({ deckId, deckTitle, activity });
+        reportQuestion({ deck, activity });
         showToast({
           message: t("feed.reported"),
           actionLabel: t("toast.undo"),
-          onAction: () => unreportQuestion(deckId, activity.id),
+          onAction: () => unreportQuestion(deck.id, activity.id),
         });
-        onSkip?.();
+        onSkip();
       }}
-      aria-label={t(labelKey)}
-      title={t(labelKey)}
+      aria-label={t("feed.report")}
+      title={t("feed.report")}
       className="grid size-11 shrink-0 place-items-center rounded-xl border-2 border-rose-400/80 text-base font-black leading-none text-rose-600 transition hover:bg-rose-50 dark:border-rose-400/50 dark:text-rose-300 dark:hover:bg-rose-400/10"
     >
       <span aria-hidden>!</span>
diff --git a/components/ReviewClient.tsx b/components/ReviewClient.tsx
index dfb4598..aabd2e6 100644
--- a/components/ReviewClient.tsx
+++ b/components/ReviewClient.tsx
@@ -81,39 +81,36 @@ export function ReviewClient({ mistakes, deckId }: { mistakes: boolean; deckId?:
   const sessionItems: SessionItem[] = session.map(({ deck, activity }) => ({ deck, activity }));
 
   return (
-    // The feed is a fixed overlay, but its content still needs a landmark.
-    <main>
-      <SessionFeed
-        title={title}
-        items={sessionItems}
-        testId="review-feed"
-        onExit={() => router.push("/")}
-        onAnswered={(item, correct) => {
-          haptic(correct ? "success" : "error");
-          recordAnswer({
-            deckId: item.deck.id,
-            deckTitle: item.deck.title,
-            activityId: item.activity.id,
-            type: item.activity.type,
-            topic: item.activity.topic,
-            correct,
-          });
-        }}
-        renderResults={({ correct, total, score }) => (
-          <div className="card space-y-4 p-5 text-center">
-            <p className="text-[11px] font-semibold uppercase tracking-wider text-[var(--text-subtle)]">{title}</p>
-            <p className="text-[42px] font-extrabold leading-none text-[var(--text)]">{score}%</p>
-            <p className="text-sm font-medium text-[var(--text-muted)]">
-              {t("results.gotOf", { correct, total, retry: "" })}
-            </p>
-            <div className="flex flex-wrap justify-center gap-2">
-              <Button size="lg" className="touch-target" onClick={() => router.push("/")}>
-                {t("review.done")}
-              </Button>
-            </div>
+    <SessionFeed
+      title={title}
+      items={sessionItems}
+      testId="review-feed"
+      onExit={() => router.push("/")}
+      onAnswered={(item, correct) => {
+        haptic(correct ? "success" : "error");
+        recordAnswer({
+          deckId: item.deck.id,
+          deckTitle: item.deck.title,
+          activityId: item.activity.id,
+          type: item.activity.type,
+          topic: item.activity.topic,
+          correct,
+        });
+      }}
+      renderResults={({ correct, total, score }) => (
+        <div className="card space-y-4 p-5 text-center">
+          <p className="text-[11px] font-semibold uppercase tracking-wider text-[var(--text-subtle)]">{title}</p>
+          <p className="text-[42px] font-extrabold leading-none text-[var(--text)]">{score}%</p>
+          <p className="text-sm font-medium text-[var(--text-muted)]">
+            {t("results.gotOf", { correct, total, retry: "" })}
+          </p>
+          <div className="flex flex-wrap justify-center gap-2">
+            <Button size="lg" className="touch-target" onClick={() => router.push("/")}>
+              {t("review.done")}
+            </Button>
           </div>
-        )}
-      />
-    </main>
+        </div>
+      )}
+    />
   );
 }
diff --git a/components/SessionFeed.tsx b/components/SessionFeed.tsx
index 40dc1f5..78b5cf8 100644
--- a/components/SessionFeed.tsx
+++ b/components/SessionFeed.tsx
@@ -221,8 +221,7 @@ export function SessionFeed({
                   <AiDisclaimer />
                   <div className="flex justify-end">
                     <ReportQuestionButton
-                      deckId={item.deck.id}
-                      deckTitle={item.deck.title}
+                      deck={item.deck}
                       activity={item.activity}
                       onSkip={() => {
                         setSkipped((current) => [...current, item.activity.id]);
diff --git a/components/SettingsDialog.tsx b/components/SettingsDialog.tsx
index 8db0245..3096328 100644
--- a/components/SettingsDialog.tsx
+++ b/components/SettingsDialog.tsx
@@ -407,7 +407,7 @@ export function SettingsDialog({
                     </section>
 
                     {/* ------------------------------------------- data & sync */}
-                    <LearningSection level={3} />
+                    <LearningSection />
                     <DataSection />
                     <SyncSection />
 
@@ -746,7 +746,7 @@ export function SettingsDialog({
                 </section>
 
                 {/* ------------------------------------------- data & sync */}
-                <LearningSection level={3} />
+                <LearningSection />
                 <DataSection />
                 <SyncSection />
 
diff --git a/components/Sidebar.tsx b/components/Sidebar.tsx
index bba0f29..0950082 100644
--- a/components/Sidebar.tsx
+++ b/components/Sidebar.tsx
@@ -137,24 +137,23 @@ function NavContent({ collapsed = false }: { collapsed?: boolean }) {
         {!collapsed ? <span className="flex-1 truncate text-left">{t("sidebar.collapse")}</span> : null}
       </button>
 
-      {/* new deck: a button, not a nav row — it stays visible when the
-          library is already full (see .nav-action in globals.css) --------- */}
+      {/* new deck: a quiet row, not a competing primary button ---------- */}
       <Link
         href="/create"
-        className={cn("nav-action mb-2.5", collapsed && "justify-center px-2")}
+        className={cn("nav-row mb-3", collapsed && "justify-center px-2")}
         title={t("common.newDeck")}
       >
-        <PlusIcon className="size-4 shrink-0 text-accent-600 dark:text-accent-200" />
+        <PlusIcon className="size-4 shrink-0" />
         {!collapsed ? <span className="flex-1 truncate text-left">{t("common.newDeck")}</span> : null}
       </Link>
 
-      {/* new homework: the same button ------------------------------------ */}
+      {/* make my homework: same quiet row --------------------------------- */}
       <Link
         href="/homework"
-        className={cn("nav-action mb-3", collapsed && "justify-center px-2")}
+        className={cn("nav-row mb-3", collapsed && "justify-center px-2")}
         title={t("homework.nav")}
       >
-        <SparklesIcon className="size-4 shrink-0 text-accent-600 dark:text-accent-200" />
+        <SparklesIcon className="size-4 shrink-0" />
         {!collapsed ? <span className="flex-1 truncate text-left">{t("homework.nav")}</span> : null}
       </Link>
 
diff --git a/components/StudyFeed.tsx b/components/StudyFeed.tsx
index b9d8a6d..b86aa45 100644
--- a/components/StudyFeed.tsx
+++ b/components/StudyFeed.tsx
@@ -332,8 +332,7 @@ export function StudyFeed({ deck }: { deck: Deck }) {
                   <AiDisclaimer />
                   <div className="flex justify-end">
                     <ReportQuestionButton
-                      deckId={currentDeck.id}
-                      deckTitle={currentDeck.title}
+                      deck={currentDeck}
                       activity={activity}
                       onSkip={() => {
                         setSkipped((current) => [...current, activity.id]);
diff --git a/components/UploadScreen.tsx b/components/UploadScreen.tsx
index 7dca7bb..4558cae 100644
--- a/components/UploadScreen.tsx
+++ b/components/UploadScreen.tsx
@@ -650,8 +650,6 @@ export function UploadScreen() {
       <input
         ref={fileInputRef}
         type="file"
-        aria-hidden="true"
-        tabIndex={-1}
         accept={`${ACCEPTED_TYPES.join(",")},${DOCUMENT_ACCEPT_ATTR}`}
         multiple
         className="sr-only"
@@ -665,8 +663,6 @@ export function UploadScreen() {
       <input
         ref={cameraInputRef}
         type="file"
-        aria-hidden="true"
-        tabIndex={-1}
         accept="image/*"
         capture="environment"
         className="sr-only"
@@ -1132,8 +1128,6 @@ export function UploadScreen() {
           <input
             ref={fileInputRef}
             type="file"
-        aria-hidden="true"
-        tabIndex={-1}
             accept={`${ACCEPTED_TYPES.join(",")},${DOCUMENT_ACCEPT_ATTR}`}
             multiple
             className="sr-only"
@@ -1145,8 +1139,6 @@ export function UploadScreen() {
           <input
             ref={cameraInputRef}
             type="file"
-        aria-hidden="true"
-        tabIndex={-1}
             accept="image/*"
             capture="environment"
             className="sr-only"
diff --git a/components/chat/Composer.tsx b/components/chat/Composer.tsx
index f88c0d3..1eba70d 100644
--- a/components/chat/Composer.tsx
+++ b/components/chat/Composer.tsx
@@ -105,8 +105,6 @@ export function Composer({
         <input
           ref={fileInput}
           type="file"
-        aria-hidden="true"
-        tabIndex={-1}
           accept="image/*,application/pdf,.docx,.pptx,.odt,.txt,.md,.csv"
           className="sr-only"
           onChange={(event) => {
diff --git a/components/homework/HomeworkGuide.tsx b/components/homework/HomeworkGuide.tsx
index 0ad75ef..a7af976 100644
--- a/components/homework/HomeworkGuide.tsx
+++ b/components/homework/HomeworkGuide.tsx
@@ -6,7 +6,6 @@ import { useCallback, useEffect, useMemo, useRef, useState } from "react";
 import { ActivityRenderer } from "@/components/activities";
 import { PromptCard, QuestionText } from "@/components/activities/shared";
 import { AiDisclaimer } from "@/components/AiDisclaimer";
-import { ReportQuestionButton } from "@/components/ReportQuestionButton";
 import { XIcon } from "@/components/icons";
 import { Button, ProgressBar } from "@/components/ui";
 import { AskButton } from "@/components/chat/AskButton";
@@ -247,7 +246,7 @@ export function HomeworkGuide({
 
               {/* checkpoint or a plain next button */}
               {step.checkpoint ? (
-                <div className="space-y-3">
+                <div className="space-y-2">
                   <p className="text-[11px] font-semibold uppercase tracking-wider text-[var(--text-subtle)]">
                     {t("homework.guide.tryIt")}
                   </p>
@@ -264,16 +263,6 @@ export function HomeworkGuide({
                     }}
                     onNext={() => goTo(stepIndex + 1)}
                   />
-                  {/* Same report control as the study feeds, under the
-                      exercise (the homework record is the "deck" here). */}
-                  <div className="flex justify-end">
-                    <ReportQuestionButton
-                      deckId={record.id}
-                      deckTitle={record.title}
-                      activity={step.checkpoint}
-                      labelKey="homework.report"
-                    />
-                  </div>
                 </div>
               ) : (
                 <Button className="touch-target self-start" onClick={() => goTo(stepIndex + 1)}>
diff --git a/components/homework/HomeworkInput.tsx b/components/homework/HomeworkInput.tsx
index aae8b52..6bc0f92 100644
--- a/components/homework/HomeworkInput.tsx
+++ b/components/homework/HomeworkInput.tsx
@@ -246,8 +246,6 @@ export function HomeworkInput({
       <input
         ref={solutionFileRef}
         type="file"
-        aria-hidden="true"
-        tabIndex={-1}
         accept={`${ACCEPTED_TYPES.join(",")},${DOCUMENT_ACCEPT_ATTR}`}
         multiple
         className="sr-only"
@@ -259,8 +257,6 @@ export function HomeworkInput({
       <input
         ref={solutionCameraRef}
         type="file"
-        aria-hidden="true"
-        tabIndex={-1}
         accept="image/*"
         capture="environment"
         className="sr-only"
@@ -382,8 +378,6 @@ export function HomeworkInput({
     <input
       ref={fileInputRef}
       type="file"
-        aria-hidden="true"
-        tabIndex={-1}
       accept={`${ACCEPTED_TYPES.join(",")},${DOCUMENT_ACCEPT_ATTR}`}
       multiple
       className="sr-only"
@@ -397,8 +391,6 @@ export function HomeworkInput({
     <input
       ref={cameraInputRef}
       type="file"
-        aria-hidden="true"
-        tabIndex={-1}
       accept="image/*"
       capture="environment"
       className="sr-only"
@@ -764,8 +756,6 @@ export function HomeworkInput({
         <input
           ref={fileInputRef}
           type="file"
-        aria-hidden="true"
-        tabIndex={-1}
           accept={`${ACCEPTED_TYPES.join(",")},${DOCUMENT_ACCEPT_ATTR}`}
           multiple
           className="sr-only"
@@ -777,8 +767,6 @@ export function HomeworkInput({
         <input
           ref={cameraInputRef}
           type="file"
-        aria-hidden="true"
-        tabIndex={-1}
           accept="image/*"
           capture="environment"
           className="sr-only"
diff --git a/lib/config.ts b/lib/config.ts
index 6d76cfd..1e4468a 100644
--- a/lib/config.ts
+++ b/lib/config.ts
@@ -37,12 +37,6 @@ export type ServerConfig = {
     push: number;
     chat: number;
     reports: number;
-    /** All Ollama calls together per window (account-level guard). */
-    modelTotal: number;
-    /** In-flight model calls per client IP. */
-    concurrent: number;
-    /** In-flight model calls across all clients. */
-    concurrentTotal: number;
   };
   sync: {
     /** Where opaque encrypted sync blobs live (SYNC_DIR). */
@@ -59,20 +53,10 @@ export type ServerConfig = {
     subject: string;
     /** Where push subscriptions live (PUSH_DIR). */
     dir: string;
-    /** Cap on stored subscriptions (PUSH_MAX_SUBSCRIPTIONS). */
-    maxSubscriptions: number;
-    /**
-     * Hosts the server is allowed to POST reminders to (PUSH_ALLOWED_HOSTS,
-     * comma separated). Defaults to the real push services; a self-hosted
-     * push service can be added, and the test suite points it at its own stub.
-     */
-    allowedHosts: string[];
   };
   reports: {
     /** Where reported questions are appended, one JSON line each (REPORTS_DIR). */
     dir: string;
-    /** Stop appending past this size (REPORTS_MAX_BYTES) — disk guard. */
-    maxBytes: number;
   };
 };
 
@@ -172,12 +156,6 @@ export function getServerConfig(): ServerConfig {
       chat: positiveInt(process.env.RATE_LIMIT_CHAT, 60),
       // Question reports are cheap file appends.
       reports: positiveInt(process.env.RATE_LIMIT_REPORTS, 20),
-      // Every Ollama call, all clients together: the account-level guard. A
-      // flood would otherwise get the key throttled or banned.
-      modelTotal: positiveInt(process.env.RATE_LIMIT_MODEL_TOTAL, 60),
-      // In-flight model calls: per client IP, and across all clients.
-      concurrent: positiveInt(process.env.RATE_LIMIT_CONCURRENT, 3),
-      concurrentTotal: positiveInt(process.env.RATE_LIMIT_CONCURRENT_TOTAL, 6),
     },
     sync: {
       dir: process.env.SYNC_DIR?.trim() || path.join(process.cwd(), ".freezmo", "sync"),
@@ -189,25 +167,9 @@ export function getServerConfig(): ServerConfig {
       privateKey: process.env.VAPID_PRIVATE_KEY?.trim() || "",
       subject: process.env.VAPID_SUBJECT?.trim() || "mailto:freezmo@localhost",
       dir: process.env.PUSH_DIR?.trim() || path.join(process.cwd(), ".freezmo", "push"),
-      maxSubscriptions: positiveInt(process.env.PUSH_MAX_SUBSCRIPTIONS, 50),
-      allowedHosts: (process.env.PUSH_ALLOWED_HOSTS ?? "")
-        .split(",")
-        .map((entry) => entry.trim().toLowerCase())
-        .filter(Boolean)
-        .concat(
-          process.env.PUSH_ALLOWED_HOSTS
-            ? []
-            : [
-                "fcm.googleapis.com",
-                "updates.push.services.mozilla.com",
-                ".push.apple.com",
-                ".notify.windows.com",
-              ],
-        ),
     },
     reports: {
       dir: process.env.REPORTS_DIR?.trim() || path.join(process.cwd(), ".freezmo", "reports"),
-      maxBytes: positiveInt(process.env.REPORTS_MAX_BYTES, 8 * 1024 * 1024),
     },
   };
 }
diff --git a/lib/i18n-dict.ts b/lib/i18n-dict.ts
index bfb7ca8..bf4844f 100644
--- a/lib/i18n-dict.ts
+++ b/lib/i18n-dict.ts
@@ -270,7 +270,7 @@ const en: Record<string, string> = {
   "health.createKey.end": "instead and set",
 
   /* make my homework ------------------------------------------------- */
-  "homework.nav": "New homework",
+  "homework.nav": "Make my homework",
   "wizard.mode.deck": "Study deck",
   "wizard.mode.homework": "Make my homework",
   "wizard.mode.aria": "Study deck or homework",
@@ -317,7 +317,6 @@ const en: Record<string, string> = {
   "homework.guide.stepOf": "Step {n} of {total}",
   "homework.guide.close": "Close the guide",
   "homework.guide.tryIt": "Try it yourself",
-  "homework.report": "Report exercise",
   "homework.guide.hint": "Show a hint",
   "homework.guide.hintMore": "Another hint",
   "homework.guide.hintAnswer": "Show the answer",
@@ -345,7 +344,7 @@ const en: Record<string, string> = {
 
   /* quick actions (library empty state + /create switcher) ----------- */
   "emptyStateCreateDeck": "Create study deck",
-  "emptyStateHomework": "New homework",
+  "emptyStateHomework": "Make my homework",
 
   /* library --------------------------------------------------------- */
   "library.title": "Your icebox",
@@ -743,9 +742,6 @@ const en: Record<string, string> = {
   "server.invalidOrigin": "Invalid Origin header.",
   "server.crossOrigin": "Cross-origin requests are not allowed.",
   "server.rateLimited": "Too many requests — this app allows {limit} per window. Try again in {retry}s.",
-  "server.busy": "Freezmo is already working on something — try again in a moment.",
-  "server.pushTooMany": "This server already stores {max} reminder devices — remove one first.",
-  "server.pushEndpoint": "That is not a push service this server is allowed to send to.",
   "server.authMissingKey":
     "Add your Ollama API key first — open the settings dialog (⚙️) and paste a key from ollama.com/settings/keys.",
   "server.authServerKeyMissing":
@@ -1213,7 +1209,7 @@ const cs: Record<string, string> = {
   "health.createKey.end": "a nastavit",
 
   /* make my homework ------------------------------------------------- */
-  "homework.nav": "Nový úkol",
+  "homework.nav": "Udělej mi úkol",
   "wizard.mode.deck": "Studijní sada",
   "wizard.mode.homework": "Udělej mi úkol",
   "wizard.mode.aria": "Studijní sada nebo úkol",
@@ -1260,7 +1256,6 @@ const cs: Record<string, string> = {
   "homework.guide.stepOf": "Krok {n}/{total}",
   "homework.guide.close": "Zavřít návod",
   "homework.guide.tryIt": "Zkus si to",
-  "homework.report": "Nahlásit cvičení",
   "homework.guide.hint": "Ukaž nápovědu",
   "homework.guide.hintMore": "Další nápověda",
   "homework.guide.hintAnswer": "Ukaž odpověď",
@@ -1288,7 +1283,7 @@ const cs: Record<string, string> = {
 
   /* quick actions (library empty state + /create switcher) ----------- */
   "emptyStateCreateDeck": "Vytvořit studijní balíček",
-  "emptyStateHomework": "Nový úkol",
+  "emptyStateHomework": "Udělej mi úkol",
 
   /* library --------------------------------------------------------- */
   "library.title": "Tvoje mraznička",
@@ -1686,9 +1681,6 @@ const cs: Record<string, string> = {
   "server.invalidOrigin": "Neplatná hlavička Origin.",
   "server.crossOrigin": "Požadavky z jiné domény nejsou povoleny.",
   "server.rateLimited": "Příliš mnoho požadavků — aplikace povoluje {limit} za okno. Zkus to znovu za {retry} s.",
-  "server.busy": "Freezmo už na něčem pracuje — zkus to za chvilku znovu.",
-  "server.pushTooMany": "Server už má uložených {max} zařízení pro připomínky — nejdřív nějaké odeber.",
-  "server.pushEndpoint": "Na tuhle službu server připomínky posílat nesmí.",
   "server.authMissingKey":
     "Nejdřív přidej svůj API klíč Ollama — otevři nastavení (⚙️) a vlož klíč z ollama.com/settings/keys.",
   "server.authServerKeyMissing":
diff --git a/lib/model-guard.ts b/lib/model-guard.ts
deleted file mode 100644
index bd868a8..0000000
--- a/lib/model-guard.ts
+++ /dev/null
@@ -1,60 +0,0 @@
-import type { ServerConfig } from "./config";
-import { translate, type Locale } from "./i18n-dict";
-import { acquireSlot, clientKey, rateLimit, rateLimitResponse, releaseSlot } from "./rate-limit";
-
-/**
- * One gate in front of every route that spends an Ollama call:
- *
- *  - a **global budget** per window (all clients together) so no flood can
- *    burn through the account — the thing that gets a key throttled or banned;
- *  - a **per-IP concurrency cap** and a **global one**, so a burst of parallel
- *    requests can't pile up model calls (or sockets and memory).
- *
- * The slot is released once, when the response is finished — including a
- * client that disconnects mid-stream, and including routes that throw.
- */
-export type ModelGate = { release: () => void };
-
-export function acquireModelGate(
-  request: Request,
-  config: ServerConfig,
-  locale: Locale,
-): { gate: ModelGate } | { response: Response } {
-  const perIpKey = `model-ip:${clientKey(request)}`;
-  const totalKey = "model-total";
-
-  if (!acquireSlot(totalKey, config.rateLimits.concurrentTotal)) {
-    return { response: busyResponse(locale) };
-  }
-  if (!acquireSlot(perIpKey, config.rateLimits.concurrent)) {
-    releaseSlot(totalKey);
-    return { response: busyResponse(locale) };
-  }
-
-  const budget = rateLimit("model-budget", config.rateLimits.modelTotal, config.rateLimits.windowMs);
-  if (!budget.allowed) {
-    releaseSlot(perIpKey);
-    releaseSlot(totalKey);
-    return { response: rateLimitResponse(budget, locale) };
-  }
-
-  let released = false;
-  return {
-    gate: {
-      release: () => {
-        if (released) return;
-        released = true;
-        releaseSlot(perIpKey);
-        releaseSlot(totalKey);
-      },
-    },
-  };
-}
-
-/** 429 for "something is already running" — not a rate-limit punishment. */
-function busyResponse(locale: Locale): Response {
-  return Response.json(
-    { error: translate(locale, "server.busy"), kind: "busy", retryAfter: 5 },
-    { status: 429, headers: { "Retry-After": "5", "Cache-Control": "no-store" } },
-  );
-}
diff --git a/lib/push-store.ts b/lib/push-store.ts
index 7259c44..1e9c749 100644
--- a/lib/push-store.ts
+++ b/lib/push-store.ts
@@ -46,19 +46,14 @@ async function writeSubscriptions(dir: string, next: PushSubscriptionRecord[]):
 export async function addSubscription(
   dir: string,
   subscription: { endpoint: string; keys: { p256dh: string; auth: string } },
-  /** Cap on stored subscriptions — the configured, sane one. */
-  max = 50,
-): Promise<{ count: number; accepted: boolean }> {
+): Promise<number> {
   const current = await readSubscriptions(dir);
-  const exists = current.some((entry) => entry.endpoint === subscription.endpoint);
   const next = current.filter((entry) => entry.endpoint !== subscription.endpoint);
-  // Refreshing a device that is already subscribed always works; a brand new
-  // device over the cap is refused.
-  if (!exists && next.length >= max) return { count: current.length, accepted: false };
   next.push({ ...subscription, createdAt: Date.now() });
-  const capped = next.slice(-max);
+  // A cap keeps a runaway script from filling the disk.
+  const capped = next.slice(-2000);
   await writeSubscriptions(dir, capped);
-  return { count: capped.length, accepted: true };
+  return capped.length;
 }
 
 export async function removeSubscription(dir: string, endpoint: string): Promise<number> {
diff --git a/lib/question-reports.ts b/lib/question-reports.ts
index 2cd3164..c162fbb 100644
--- a/lib/question-reports.ts
+++ b/lib/question-reports.ts
@@ -132,15 +132,10 @@ export function withoutReported(deckId: string, activities: Activity[]): Activit
 }
 
 /** Adds (or refreshes) a report and sends a copy to the server, best effort. */
-export function reportQuestion(input: {
-  /** A deck id, or the homework record's id for a homework exercise. */
-  deckId: string;
-  deckTitle?: string;
-  activity: Activity;
-}): QuestionReport {
+export function reportQuestion(input: { deck: { id: string; title: string }; activity: Activity }): QuestionReport {
   const entry: QuestionReport = {
-    deckId: input.deckId,
-    deckTitle: input.deckTitle,
+    deckId: input.deck.id,
+    deckTitle: input.deck.title,
     activityId: input.activity.id,
     type: input.activity.type,
     question: activityText(input.activity).slice(0, 600),
diff --git a/lib/rate-limit.ts b/lib/rate-limit.ts
index 824c290..120206b 100644
--- a/lib/rate-limit.ts
+++ b/lib/rate-limit.ts
@@ -73,53 +73,12 @@ function prune(now: number, windowMs: number): void {
   }
 }
 
-/* ------------------------------------------------------------------ */
-/* In-flight slots (concurrency, not per-window)                       */
-/* ------------------------------------------------------------------ */
-
-/**
- * Per-window limits alone let a client fire every allowed request at once:
- * ten parallel model calls still hammer Ollama (and hold ten sockets). These
- * counters cap what is running *right now*. Kept on globalThis for the same
- * reason as the buckets.
- */
-const slotStore = globalThis as unknown as { __freezmoSlots?: Map<string, number> };
-const slots: Map<string, number> = (slotStore.__freezmoSlots ??= new Map());
-
-/** Take one of `max` in-flight slots for `key`. */
-export function acquireSlot(key: string, max: number): boolean {
-  const current = slots.get(key) ?? 0;
-  if (current >= max) return false;
-  slots.set(key, current + 1);
-  return true;
-}
-
-/** Give an in-flight slot back. */
-export function releaseSlot(key: string): void {
-  const current = slots.get(key) ?? 0;
-  if (current <= 1) slots.delete(key);
-  else slots.set(key, current - 1);
-}
-
-/** How many slots are in flight for a key (diagnostics and tests). */
-export function inFlight(key: string): number {
-  return slots.get(key) ?? 0;
-}
-
 /** Best-effort client identity: proxy headers first, then a shared bucket. */
 export function clientKey(request: Request): string {
   const forwarded = request.headers.get("x-forwarded-for");
   if (forwarded) {
-    // Take the **last** hop, not the first: our reverse proxy appends the peer
-    // it saw, so the last entry is the one connection we can trust. Reading the
-    // first entry would let a client send its own `x-forwarded-for` and dodge
-    // every per-IP limit.
-    const hops = forwarded
-      .split(",")
-      .map((entry) => entry.trim())
-      .filter(Boolean);
-    const last = hops.at(-1);
-    if (last) return last;
+    const first = forwarded.split(",")[0]?.trim();
+    if (first) return first;
   }
   return (
     request.headers.get("x-real-ip") ??
diff --git a/lib/schemas.ts b/lib/schemas.ts
index 7f43aa8..005c717 100644
--- a/lib/schemas.ts
+++ b/lib/schemas.ts
@@ -8,19 +8,6 @@ import { z } from "zod";
 export const difficultySchema = z.enum(["easy", "medium", "hard"]);
 export type Difficulty = z.infer<typeof difficultySchema>;
 
-/**
- * Photos and rendered pages travel as base64 data URLs — never plain URLs.
- * A URL here would make Ollama fetch an arbitrary address on our behalf (an
- * SSRF hole through the model host), so the shape is part of the contract.
- */
-export function dataUrlSchema(maxChars: number) {
-  return z
-    .string()
-    .min(32)
-    .max(maxChars)
-    .regex(/^data:[a-z0-9][a-z0-9.+-]*\/[a-z0-9][a-z0-9.+-]*;base64,/i, "must be a base64 data URL");
-}
-
 const baseActivity = {
   /** Short label shown in the feed chrome, e.g. "Cell biology". */
   topic: z.string().min(1).max(120).optional(),
diff --git a/next.config.ts b/next.config.ts
index d5af961..0d9cebb 100644
--- a/next.config.ts
+++ b/next.config.ts
@@ -23,26 +23,6 @@ const nextConfig: NextConfig = {
    * the e2e suites are unaffected.
    */
   output: "standalone",
-  /**
-   * Security headers. The app has no accounts, so these are about containment:
-   * never framed (clickjacking), never sniffed into a script, and no camera,
-   * microphone or location access it does not need (the camera button uses a
-   * file input with `capture`, which is not gated by Permissions-Policy).
-   */
-  async headers() {
-    return [
-      {
-        source: "/(.*)",
-        headers: [
-          { key: "X-Frame-Options", value: "DENY" },
-          { key: "Content-Security-Policy", value: "frame-ancestors 'none'" },
-          { key: "X-Content-Type-Options", value: "nosniff" },
-          { key: "Referrer-Policy", value: "strict-origin-when-cross-origin" },
-          { key: "Permissions-Policy", value: "camera=(), microphone=(), geolocation=(), payment=()" },
-        ],
-      },
-    ];
-  },
   allowedDevOrigins: [
     "127.0.0.1",
     "localhost",
diff --git a/package.json b/package.json
index 08976dd..5528d2e 100644
--- a/package.json
+++ b/package.json
@@ -1,6 +1,6 @@
 {
   "name": "freezmo",
-  "version": "0.1.6",
+  "version": "0.1.2",
   "private": true,
   "license": "GPL-3.0-only",
   "scripts": {
diff --git a/public/sw.js b/public/sw.js
index 241e2c4..6f0c56f 100644
--- a/public/sw.js
+++ b/public/sw.js
@@ -9,7 +9,7 @@
  *
  * Bumping CACHE_VERSION is how a new deploy invalidates old assets.
  */
-const CACHE_VERSION = "freezmo-v52";
+const CACHE_VERSION = "freezmo-v50";
 const SHELL_CACHE = `${CACHE_VERSION}-shell`;
 const ASSET_CACHE = `${CACHE_VERSION}-assets`;
 
diff --git a/tests/contrast.mjs b/tests/contrast.mjs
deleted file mode 100644
index d7271ea..0000000
--- a/tests/contrast.mjs
+++ /dev/null
@@ -1,169 +0,0 @@
-/**
- * Contrast diagnostic (NOT part of `npm run test:e2e`): axe cannot judge text
- * on a blurred glass surface — it reports those nodes as "incomplete" — so
- * this samples the **rendered pixels** instead.
- *
- * For every text element it takes a screenshot of that element's box, finds
- * the dominant colour in it (the background: glyphs are the minority of the
- * pixels) and compares it with the text colour from the computed style using
- * the WCAG relative-luminance formula. Large text (>= 24px, or >= 18.66px
- * bold) is held to 3:1, everything else to 4.5:1.
- *
- *   node tests/contrast.mjs            # every screen, both themes
- *   node tests/contrast.mjs study      # filter by screen name
- *
- * It always exits 0 — the numbers are for tuning the palette.
- */
-import { BASE, DECK, launchBrowser, makePage, seed } from "./lib.mjs";
-
-const filter = process.argv[2] ?? "";
-const browser = await launchBrowser();
-const failures = [];
-
-/** WCAG relative luminance of an [r, g, b] triple (0-255). */
-const LUMINANCE = `
-  const luminance = ([r, g, b]) => {
-    const channel = (value) => {
-      const v = value / 255;
-      return v <= 0.03928 ? v / 12.92 : Math.pow((v + 0.055) / 1.055, 2.4);
-    };
-    return 0.2126 * channel(r) + 0.7152 * channel(g) + 0.0722 * channel(b);
-  };
-  const contrast = (a, b) => {
-    const [l1, l2] = [luminance(a), luminance(b)].sort((x, y) => y - x);
-    return (l1 + 0.05) / (l2 + 0.05);
-  };
-`;
-
-const screens = [
-  ["library", "/", null],
-  ["study", "/deck/seed_deck", null],
-  ["create", "/create", null],
-  ["homework", "/homework", null],
-  ["chat", "/chat", null],
-  ["stats", "/stats", null],
-  ["exam", "/exam", null],
-  ["settings", "/", "settings"],
-];
-
-for (const [label, path, mode] of screens) {
-  if (filter && !label.includes(filter)) continue;
-  for (const theme of ["dark", "light"]) {
-    const { context, page } = await makePage(browser, { width: 390, height: 844, deviceScaleFactor: 1 });
-    await seed(page, { decks: [DECK], theme });
-    await page.goto(`${BASE}${path}`, { waitUntil: "networkidle" });
-    await page.waitForTimeout(1000);
-    if (mode === "settings") {
-      await page.locator("nav.tabbar").getByRole("button").click();
-      await page.getByRole("dialog").waitFor({ timeout: 6000 });
-      await page.waitForTimeout(700);
-    }
-
-    // Every text-bearing element with a visible box, small enough to sample.
-    // Content behind an open sheet is dimmed on purpose and not readable, and
-    // disabled controls are exempt from 1.4.3 — both are skipped.
-    const targets = await page.evaluate(() => {
-      const out = [];
-      const dialog = document.querySelector('[role="dialog"]');
-      const root = dialog ?? document;
-      for (const element of root.querySelectorAll("p, span, li, h1, h2, h3, button, a, label, dt, dd")) {
-        if (element.closest("[disabled]") || element.closest('[aria-disabled="true"]')) continue;
-        const text = (element.textContent ?? "").trim();
-        if (text.length < 2) continue;
-        if (element.children.length > 0 && [...element.children].some((child) => (child.textContent ?? "").trim().length > 0)) continue;
-        const style = getComputedStyle(element);
-        if (style.visibility === "hidden" || style.display === "none" || Number(style.opacity) < 0.5) continue;
-        const box = element.getBoundingClientRect();
-        if (box.width < 8 || box.height < 8 || box.bottom < 0 || box.top > window.innerHeight) continue;
-        out.push({
-          id: out.length,
-          text: text.slice(0, 40),
-          color: style.color,
-          fontSize: Number.parseFloat(style.fontSize),
-          fontWeight: Number(style.fontWeight),
-          box: { x: box.x, y: box.y, width: box.width, height: box.height },
-        });
-      }
-      return out;
-    });
-
-    const screenshot = await page.screenshot({ type: "png", scale: "css" });
-    const dataUrl = `data:image/png;base64,${screenshot.toString("base64")}`;
-    const report = await page.evaluate(
-      async ({ targets, dataUrl, luminanceSource }) => {
-        const image = await new Promise((resolve, reject) => {
-          const img = new Image();
-          img.onload = () => resolve(img);
-          img.onerror = reject;
-          img.src = dataUrl;
-        });
-        const canvas = document.createElement("canvas");
-        canvas.width = image.width;
-        canvas.height = image.height;
-        const ctx = canvas.getContext("2d");
-        ctx.drawImage(image, 0, 0);
-        const full = ctx.getImageData(0, 0, canvas.width, canvas.height).data;
-        const { contrast } = new Function(`${luminanceSource} return { contrast };`)();
-        const parseColor = (value) => {
-          const match = /rgba?\(([^)]+)\)/.exec(value);
-          if (!match) return null;
-          const parts = match[1].split(",").map((part) => Number.parseFloat(part));
-          return [parts[0], parts[1], parts[2], parts[3] ?? 1];
-        };
-        const results = [];
-        for (const target of targets) {
-          const text = parseColor(target.color);
-          if (!text) continue;
-          // Sample a slightly larger box and ignore pixels close to the text
-          // colour: those are the glyphs themselves, not the background.
-          const x0 = Math.max(0, Math.floor(target.box.x) - 2);
-          const y0 = Math.max(0, Math.floor(target.box.y) - 2);
-          const x1 = Math.min(canvas.width, Math.ceil(target.box.x + target.box.width) + 2);
-          const y1 = Math.min(canvas.height, Math.ceil(target.box.y + target.box.height) + 2);
-          if (x1 - x0 < 4 || y1 - y0 < 4) continue;
-          const counts = new Map();
-          let sampled = 0;
-          for (let y = y0; y < y1; y += 1) {
-            for (let x = x0; x < x1; x += 1) {
-              const index = (y * canvas.width + x) * 4;
-              const pixel = [full[index], full[index + 1], full[index + 2]];
-              const distance = Math.max(
-                Math.abs(pixel[0] - text[0]),
-                Math.abs(pixel[1] - text[1]),
-                Math.abs(pixel[2] - text[2]),
-              );
-              if (distance <= 24) continue; // glyph pixel (or its antialiasing)
-              const key = `${pixel[0]},${pixel[1]},${pixel[2]}`;
-              counts.set(key, (counts.get(key) ?? 0) + 1);
-              sampled += 1;
-            }
-          }
-          if (sampled < 12) continue; // all glyphs: nothing to measure against
-          let best = null;
-          for (const [key, count] of counts) if (!best || count > best.count) best = { key, count };
-          const background = best.key.split(",").map(Number);
-          const ratio = contrast(text, background);
-          const large = target.fontSize >= 24 || (target.fontSize >= 18.66 && Number(target.fontWeight) >= 700);
-          const minimum = large ? 3 : 4.5;
-          if (ratio < minimum) {
-            results.push({ text: target.text, ratio: Number(ratio.toFixed(2)), minimum, color: target.color, background: best.key });
-          }
-        }
-        return results;
-      },
-      { targets, dataUrl, luminanceSource: LUMINANCE },
-    );
-
-    if (report.length > 0) {
-      console.log(`\n[${theme}] ${label} — ${report.length} below minimum`);
-      for (const row of report) {
-        console.log(`  ${row.ratio}:1 (needs ${row.minimum}) "${row.text}" — ${row.color} on rgb(${row.background})`);
-        failures.push({ theme, label, ...row });
-      }
-    }
-    await context.close();
-  }
-}
-
-console.log(`\ncontrast scan done — ${failures.length} below-minimum findings`);
-await browser.close();
diff --git a/tests/mobile-test.mjs b/tests/mobile-test.mjs
index d7cf214..b7b5dc6 100644
--- a/tests/mobile-test.mjs
+++ b/tests/mobile-test.mjs
@@ -74,7 +74,7 @@ const dragDown = async (page, locator, dy = 170, steps = 9) => {
   check("CTA >= 44px tall", ctaBox.height >= 43.5, String(Math.round(ctaBox.height)));
   await page.getByRole("link", { name: "Homework", exact: true }).click();
   await page.waitForTimeout(700);
-  const hwCta = page.getByRole("link", { name: "New homework", exact: true });
+  const hwCta = page.getByRole("link", { name: "Make my homework", exact: true });
   check("homework quick action", await hwCta.isVisible());
   await page.getByRole("link", { name: "Study Decks", exact: true }).click();
   await page.waitForTimeout(700);
@@ -174,7 +174,7 @@ for (const locale of ["en", "cs"]) {
   check("scrolled: drag snaps back, sheet stays", (await dialog.count()) === 1);
   await page.locator(".sheet-scroll").evaluate((el) => (el.scrollTop = 0));
   await page.waitForTimeout(250);
-  await dragDown(page, dialog.locator("#settings-title"));
+  await dragDown(page, dialog.locator("h2"));
   await page.waitForTimeout(800);
   check("handle+header swipe closes the sheet", (await dialog.count()) === 0);
 
diff --git a/tests/native-test.mjs b/tests/native-test.mjs
index ffaadce..198212d 100644
--- a/tests/native-test.mjs
+++ b/tests/native-test.mjs
@@ -97,7 +97,7 @@ const browser = await launchBrowser();
   await page.goto(target, { waitUntil: "networkidle" });
   await page.waitForTimeout(600);
   check("share: chooser lists the file", await page.getByText("shared.txt").isVisible());
-  await page.getByRole("button", { name: "New homework" }).first().click();
+  await page.getByRole("button", { name: "Make my homework" }).first().click();
   await page.waitForTimeout(1200);
   check("share: homework got the file", await page.getByText("shared.txt").first().isVisible());
   await context.close();
diff --git a/tests/phase2-test.mjs b/tests/phase2-test.mjs
index 3edd76f..808b1a0 100644
--- a/tests/phase2-test.mjs
+++ b/tests/phase2-test.mjs
@@ -447,8 +447,6 @@ const browser = await launchBrowser();
     VAPID_PRIVATE_KEY: vapid.privateKey,
     VAPID_SUBJECT: "mailto:test@example.com",
     PUSH_DIR: path.join(REPO, "tests", ".tmp", "push"),
-    // The endpoint in this suite is a fake host: allow it explicitly.
-    PUSH_ALLOWED_HOSTS: "push.example.invalid",
   });
 
   try {
diff --git a/tests/regression.mjs b/tests/regression.mjs
index 6c6911f..1d81d13 100644
--- a/tests/regression.mjs
+++ b/tests/regression.mjs
@@ -16,7 +16,7 @@ const browser = await launchBrowser();
 
   check("library title", await page.getByRole("heading", { name: "Your icebox" }).isVisible());
   const sidebar = page.getByRole("complementary", { name: "Sidebar" });
-  for (const row of ["New deck", "New homework", "All decks", "Unorganized", "Biology", "Progress", "Exam mode", "Settings"]) {
+  for (const row of ["New deck", "Make my homework", "All decks", "Unorganized", "Biology", "Progress", "Exam mode", "Settings"]) {
     check(`sidebar row: ${row}`, (await sidebar.getByText(row, { exact: true }).count()) >= 1);
   }
   check("desktop hides the tab bar", !(await page.locator("nav.tabbar").isVisible()));
@@ -74,7 +74,7 @@ const browser = await launchBrowser();
 
   await page.getByRole("link", { name: "Homework", exact: true }).click();
   await page.waitForTimeout(600);
-  check("homework tab empty state", await page.getByRole("link", { name: "New homework", exact: true }).isVisible());
+  check("homework tab empty state", await page.getByRole("link", { name: "Make my homework", exact: true }).isVisible());
   await context.close();
 }
 
diff --git a/tests/run-all.mjs b/tests/run-all.mjs
index 5961736..8c8dcce 100644
--- a/tests/run-all.mjs
+++ b/tests/run-all.mjs
@@ -22,7 +22,6 @@ const SUITES = [
   "phase1-test",
   "phase2-test",
   "phase3-test",
-  "security-test",
   "chat-test",
   "review-test",
 ];
diff --git a/tests/security-test.mjs b/tests/security-test.mjs
deleted file mode 100644
index fd55fe8..0000000
--- a/tests/security-test.mjs
+++ /dev/null
@@ -1,208 +0,0 @@
-/**
- * Security limits: the model gate (per-IP concurrency + the account-wide
- * budget), the data-URL contract, the proxy-hop identity, the disk guards and
- * the response headers.
- *
- * Runs against its own instance with a slow stub Ollama and deliberately tiny
- * limits, so every guard is observable in a second or two.
- */
-import http from "node:http";
-import { mkdirSync, readFileSync, rmSync } from "node:fs";
-
-import { launchBrowser, makeChecker, makePage, portInUse, seed, spawnApp, waitForHttp } from "./lib.mjs";
-
-const { check, finish } = makeChecker();
-
-const STUB_PORT = 11997;
-const APP_PORT = 3210;
-const STUB_BASE = `http://127.0.0.1:${STUB_PORT}`;
-const APP = `http://127.0.0.1:${APP_PORT}`;
-
-const REPORTS_DIR = new URL("./.tmp/security-reports", import.meta.url).pathname;
-const PUSH_DIR = new URL("./.tmp/security-push", import.meta.url).pathname;
-
-/* A deliberately slow stub: model calls stay in flight long enough to test
-   the concurrency gate, and the payload itself never matters here. */
-const stub = http.createServer((request, response) => {
-  if (request.url?.startsWith("/api/tags")) {
-    response.writeHead(200, { "Content-Type": "application/json" });
-    response.end(JSON.stringify({ models: [{ name: "stub", model: "stub" }] }));
-    return;
-  }
-  request.on("data", () => {});
-  request.on("end", () => {
-    setTimeout(() => {
-      response.writeHead(200, { "Content-Type": "application/json" });
-      response.end(JSON.stringify({ message: { content: "{}" } }));
-    }, 700);
-  });
-});
-await new Promise((resolve) => stub.listen(STUB_PORT, "127.0.0.1", resolve));
-
-rmSync(REPORTS_DIR, { recursive: true, force: true });
-rmSync(PUSH_DIR, { recursive: true, force: true });
-mkdirSync(REPORTS_DIR, { recursive: true });
-mkdirSync(PUSH_DIR, { recursive: true });
-
-check("security app port is free", !(await portInUse(APP_PORT)));
-const app = spawnApp(APP_PORT, {
-  OLLAMA_BASE_URL: STUB_BASE,
-  OLLAMA_AUTH: "local",
-  OLLAMA_VERIFY_KEY: "false",
-  OLLAMA_TIMEOUT_MS: "10000",
-  RATE_LIMIT_CONCURRENT: "2",
-  RATE_LIMIT_CONCURRENT_TOTAL: "3",
-  RATE_LIMIT_MODEL_TOTAL: "6",
-  RATE_LIMIT_REPORTS: "1",
-  REPORTS_DIR,
-  REPORTS_MAX_BYTES: "900",
-  PUSH_DIR,
-  PUSH_MAX_SUBSCRIPTIONS: "2",
-  VAPID_PUBLIC_KEY: "BEl62iUYgUivxIkv69yViEuiBIa-Ib9-SkvMeAtA3LFgDzkrxZJjSgSnfckjBJuBkr3qBUYIHBQFLXYp5Nksh8U",
-  VAPID_PRIVATE_KEY: "UUxI4O8-FbRouAevSmBQ6o18hgE4nSG3qwvJTfKc-ls",
-  VAPID_SUBJECT: "mailto:test@example.com",
-});
-
-const browser = await launchBrowser();
-
-try {
-  const up = await waitForHttp(`${APP}/api/health`);
-  check("security app instance is up", up);
-
-  if (up) {
-    /* 1. per-IP concurrency: only N model calls in flight ---------------- */
-    const generate = (body) =>
-      fetch(`${APP}/api/generate`, {
-        method: "POST",
-        headers: { "Content-Type": "application/json" },
-        body: JSON.stringify({ text: "Photosynthesis needs light and water.", ...body }),
-      });
-    const parallel = await Promise.all([generate({}), generate({}), generate({})]);
-    const statuses = parallel.map((response) => response.status).sort();
-    check(
-      "concurrency: the third parallel model call is refused as busy",
-      statuses.filter((status) => status === 200).length === 2 && statuses.includes(429),
-      JSON.stringify(statuses),
-    );
-    const busy = await parallel.find((response) => response.status === 429)?.json();
-    check("concurrency: the refusal is a friendly busy 429", busy?.kind === "busy" && typeof busy?.error === "string", JSON.stringify(busy));
-    // Drain the two streams so their slots are released.
-    await Promise.all(parallel.map((response) => response.text().catch(() => "")));
-
-    /* 2. the account-wide budget: even sequential calls stop ------------
-       Two calls were admitted above (the refused one never counted), and the
-       data-URL call below adds one — so with a budget of six, three more get
-       through and the next is refused. */
-    const plainUrl = await fetch(`${APP}/api/generate`, {
-      method: "POST",
-      headers: { "Content-Type": "application/json" },
-      body: JSON.stringify({ images: [`http://169.254.169.254/latest/meta-data/`, "x".repeat(40)] }),
-    });
-    check("data URLs: a plain URL is rejected", plainUrl.status === 400, String(plainUrl.status));
-    const dataUrl = await fetch(`${APP}/api/generate`, {
-      method: "POST",
-      headers: { "Content-Type": "application/json" },
-      body: JSON.stringify({ images: [`data:image/jpeg;base64,${"A".repeat(200)}`] }),
-    });
-    check("data URLs: a real data URL is accepted", dataUrl.status === 200, String(dataUrl.status));
-    await dataUrl.text().catch(() => "");
-
-    const admitted = [];
-    for (let index = 0; index < 3; index += 1) {
-      const response = await generate({});
-      admitted.push(response.status);
-      await response.text().catch(() => "");
-    }
-    const overBudget = await generate({});
-    const overBudgetBody = overBudget.status === 429 ? await overBudget.json() : null;
-    check(
-      "budget: the model-call budget stops a flood",
-      admitted.every((status) => status === 200) && overBudget.status === 429 && overBudgetBody?.kind === "rate_limited",
-      `${JSON.stringify(admitted)} then ${overBudget.status} ${JSON.stringify(overBudgetBody)}`,
-    );
-
-    /* 4. the rate-limit identity is the last proxy hop ------------------ */
-    const report = (forwarded) =>
-      fetch(`${APP}/api/reports`, {
-        method: "POST",
-        headers: { "Content-Type": "application/json", "x-forwarded-for": forwarded },
-        body: JSON.stringify({
-          deckId: "seed_deck",
-          activityId: "a1",
-          type: "multiple_choice",
-          question: "What colour is a clear daytime sky?",
-          at: Date.now(),
-        }),
-      });
-    const spoofOne = await report("9.9.9.9, 10.0.0.1");
-    const spoofTwo = await report("8.8.8.8, 10.0.0.1");
-    const other = await report("7.7.7.7, 10.0.0.2");
-    check(
-      "identity: a spoofed x-forwarded-for cannot dodge the per-IP limit",
-      spoofOne.status === 200 && spoofTwo.status === 429 && other.status === 200,
-      `${spoofOne.status}/${spoofTwo.status}/${other.status}`,
-    );
-
-    /* 5. the reports file stops growing at its cap ---------------------- */
-    for (let index = 0; index < 6; index += 1) {
-      await report(`7.7.7.7, 10.0.0.${10 + index}`);
-    }
-    const reportsSize = readFileSync(`${REPORTS_DIR}/reports.jsonl`, "utf8").length;
-    check("reports: the JSONL stops at its size cap", reportsSize > 0 && reportsSize < 2000, `${reportsSize} bytes`);
-
-    /* 6. push endpoints must be real push services ---------------------- */
-    const subscribe = (endpoint) =>
-      fetch(`${APP}/api/push`, {
-        method: "POST",
-        headers: { "Content-Type": "application/json" },
-        body: JSON.stringify({ endpoint, keys: { p256dh: "B".repeat(40), auth: "C".repeat(20) } }),
-      });
-    const evil = await subscribe("https://evil.example/collect");
-    check("push: an arbitrary endpoint is rejected (no SSRF)", evil.status === 400, String(evil.status));
-    const good = await subscribe("https://fcm.googleapis.com/fcm/send/abc");
-    const goodSecond = await subscribe("https://updates.push.services.mozilla.com/wpush/v2/abc");
-    const overCap = await subscribe("https://web.push.apple.com/abc");
-    check(
-      "push: subscriptions are capped",
-      good.status === 200 && goodSecond.status === 200 && overCap.status === 429,
-      `${good.status}/${goodSecond.status}/${overCap.status}`,
-    );
-
-    /* 7. response headers ------------------------------------------------ */
-    const { context, page } = await makePage(browser);
-    await seed(page, { decks: [] });
-    await page.goto(`${APP}/`, { waitUntil: "domcontentloaded" });
-    const headers = await page.evaluate(async () => {
-      const response = await fetch("/", { cache: "no-store" });
-      return {
-        frame: response.headers.get("x-frame-options"),
-        csp: response.headers.get("content-security-policy"),
-        nosniff: response.headers.get("x-content-type-options"),
-        referrer: response.headers.get("referrer-policy"),
-      };
-    });
-    check(
-      "headers: the app refuses to be framed and sniffed",
-      headers.frame === "DENY" &&
-        (headers.csp ?? "").includes("frame-ancestors 'none'") &&
-        headers.nosniff === "nosniff" &&
-        headers.referrer === "strict-origin-when-cross-origin",
-      JSON.stringify(headers),
-    );
-
-    /* 8. cross-origin writes stay rejected ------------------------------- */
-    const crossOrigin = await fetch(`${APP}/api/reports`, {
-      method: "POST",
-      headers: { "Content-Type": "application/json", Origin: "https://evil.example" },
-      body: JSON.stringify({ deckId: "d", activityId: "a", type: "multiple_choice", question: "q", at: Date.now() }),
-    });
-    check("cross-origin POST is refused", crossOrigin.status === 403, String(crossOrigin.status));
-    await context.close();
-  }
-} finally {
-  app.stop();
-  stub.close();
-  await browser.close();
-}
-
-finish();
diff --git a/tests/wizard-test.mjs b/tests/wizard-test.mjs
index 78b7bfe..78b6dd6 100644
--- a/tests/wizard-test.mjs
+++ b/tests/wizard-test.mjs
@@ -89,7 +89,7 @@ for (const viewport of [{ width: 390, height: 844 }, { width: 360, height: 740 }
 
   await page.getByRole("link", { name: "Homework", exact: true }).click();
   await page.waitForTimeout(600);
-  await page.getByRole("link", { name: "New homework", exact: true }).click();
+  await page.getByRole("link", { name: "Make my homework", exact: true }).click();
   await sampleBar(page, "homework empty state → homework");
   check("homework headline is the step name", await page.getByRole("heading", { name: "The assignment" }).isVisible());
   check("homework Next disabled with nothing", await page.getByRole("button", { name: "Next" }).isDisabled());