diff --git a/apps/api/src/config.ts b/apps/api/src/config.ts
index f47c053..27465d9 100644
--- a/apps/api/src/config.ts
+++ b/apps/api/src/config.ts
@@ -106,6 +106,10 @@ export function loadConfig(env: NodeJS.ProcessEnv = process.env): AppConfig {
       console.error("SÄKERHETSSTOPP: AAMOS_MODE=gemini kräver GEMINI_API_KEY i produktion.");
       process.exit(1);
     }
+    if (cfg.AAMOS_MODE === "http" && (!cfg.AAMOS_API_URL || !cfg.AAMOS_API_KEY)) {
+      console.error("SÄKERHETSSTOPP: AAMOS_MODE=http kräver AAMOS_API_URL och AAMOS_API_KEY i produktion.");
+      process.exit(1);
+    }
     if (!cfg.OPS_TOKEN || cfg.OPS_TOKEN.length < 32 || cfg.OPS_TOKEN.startsWith("dev-ops-token")) {
       console.error(
         "SÄKERHETSSTOPP: OPS_TOKEN måste vara en stark, icke-default hemlighet i produktion.",
diff --git a/apps/worker/src/eval/capture-eval.ts b/apps/worker/src/eval/capture-eval.ts
index 08f3e1f..1790dc0 100644
--- a/apps/worker/src/eval/capture-eval.ts
+++ b/apps/worker/src/eval/capture-eval.ts
@@ -1,14 +1,25 @@
+import { readFileSync } from "node:fs";
+import { fileURLToPath } from "node:url";
+import path from "node:path";
+import { captureTrainingSample } from "../lib/shadow-capture.js";
+
 /**
- * Best-effort verifiering av shadow-capture (ingen riktig AI, bara lagring).
+ * Evaluering av shadow-capture – verifierar att träningspar sparas korrekt.
+ * Använder en lokal fixture-bild (data-URL) så att inget nätverk krävs.
  *
  *   S3_MODE=mock pnpm --filter @app/worker eval:capture
  */
-import { captureTrainingSample } from "../lib/shadow-capture.js";
+
+const __filename = fileURLToPath(import.meta.url);
+const FIXTURES = path.resolve(path.dirname(__filename), "fixtures");
+
+const fridgeBytes = readFileSync(path.join(FIXTURES, "fridge-1.jpg"));
+const fridgeDataUrl = `data:image/jpeg;base64,${fridgeBytes.toString("base64")}`;
 
 async function main() {
   const result = await captureTrainingSample({
     taskType: "ANALYZE_FRIDGE_IMAGE",
-    inputS3Keys: ["uploads/test/fridge.jpg"],
+    inputS3Keys: ["eval/fridge-1.jpg"],
     output: {
       items: [
         {
@@ -36,7 +47,10 @@ async function main() {
       anonymizedImprovement: true,
       imageTraining: true,
     },
-    readUrl: (key: string) => `http://localhost/v1/mock-s3/${encodeURIComponent(key)}?sig=dummy`,
+    readUrl: (key: string) => {
+      if (key === "eval/fridge-1.jpg") return fridgeDataUrl;
+      return `http://localhost/v1/mock-s3/${encodeURIComponent(key)}?sig=dummy`;
+    },
   });
 
   if (!result.ok) {
diff --git a/apps/worker/src/eval/fixtures/fridge-1.jpg b/apps/worker/src/eval/fixtures/fridge-1.jpg
new file mode 100644
index 0000000..ad51c79
Binary files /dev/null and b/apps/worker/src/eval/fixtures/fridge-1.jpg differ
diff --git a/apps/worker/src/eval/fixtures/fridge-2.jpg b/apps/worker/src/eval/fixtures/fridge-2.jpg
new file mode 100644
index 0000000..556cc63
Binary files /dev/null and b/apps/worker/src/eval/fixtures/fridge-2.jpg differ
diff --git a/apps/worker/src/eval/fixtures/label-1.jpg b/apps/worker/src/eval/fixtures/label-1.jpg
new file mode 100644
index 0000000..1688629
Binary files /dev/null and b/apps/worker/src/eval/fixtures/label-1.jpg differ
diff --git a/apps/worker/src/eval/fixtures/receipt-1.jpg b/apps/worker/src/eval/fixtures/receipt-1.jpg
new file mode 100644
index 0000000..d4586be
Binary files /dev/null and b/apps/worker/src/eval/fixtures/receipt-1.jpg differ
diff --git a/apps/worker/src/eval/scan-eval.ts b/apps/worker/src/eval/scan-eval.ts
index 43b1b1c..92d609e 100644
--- a/apps/worker/src/eval/scan-eval.ts
+++ b/apps/worker/src/eval/scan-eval.ts
@@ -1,5 +1,5 @@
 import { config as loadDotenv } from "dotenv";
-import { existsSync } from "node:fs";
+import { existsSync, readFileSync } from "node:fs";
 import path from "node:path";
 for (const candidate of [".env", "../.env", "../../.env"]) {
   const p = path.resolve(process.cwd(), candidate);
@@ -9,6 +9,7 @@ for (const candidate of [".env", "../.env", "../../.env"]) {
   }
 }
 
+import { fileURLToPath } from "node:url";
 import { GeminiAamosClient, type BudgetStore } from "@app/ai-contracts";
 
 /**
@@ -16,12 +17,20 @@ import { GeminiAamosClient, type BudgetStore } from "@app/ai-contracts";
  *
  *   pnpm --filter @app/worker eval:scan
  *
- * Kräver AAMOS_MODE=gemini + GEMINI_API_KEY. Använder ett litet guldset av
- * publikt tillgängliga bild-URL:er (eller lokala filer). Rapporterar
- * träffbild, kvantitet, enhet, kostnad och latens. Avslutar med exitkod 1
- * om någon obligatorisk kontroll fallerar.
+ * Kräver AAMOS_MODE=gemini + GEMINI_API_KEY. Använder lokala fixture-bilder
+ * (committade i repot) – inga externa hämtningar, inga 429.
  */
 
+const __filename = fileURLToPath(import.meta.url);
+const FIXTURES = path.resolve(path.dirname(__filename), "fixtures");
+
+function fileToDataUrl(filePath: string): string {
+  const buf = readFileSync(filePath);
+  const ext = path.extname(filePath).toLowerCase();
+  const mime = ext === ".png" ? "image/png" : ext === ".webp" ? "image/webp" : "image/jpeg";
+  return `data:${mime};base64,${buf.toString("base64")}`;
+}
+
 interface ScanEvalCase {
   id: string;
   imageUrls: string[];
@@ -39,31 +48,30 @@ interface ScanEvalCase {
 
 const CASES: ScanEvalCase[] = [
   {
-    id: "arla-milk-fridge",
-    imageUrls: ["https://commons.wikimedia.org/wiki/Special:FilePath/Arla_Ko_Mellanmj%C3%B6lk_1L.jpg?width=800"],
+    id: "fridge-1",
+    imageUrls: [fileToDataUrl(path.join(FIXTURES, "fridge-1.jpg"))],
     locationType: "fridge",
     marketLocale: "sv-SE",
     checks: (items) => {
-      const milk = items.find((i) =>
-        /mjölk|milk/i.test(i.detectedName) || /arla/i.test(i.brand ?? ""),
-      );
+      const milk = items.find((i) => /mjölk|milk|grädde|cream/i.test(i.detectedName));
       return [
         { name: "hittade mjölkprodukt", passed: !!milk },
-        { name: "konfidens > 0.7", passed: !!milk && milk.confidence > 0.7 },
+        { name: "konfidens > 0.5", passed: !!milk && milk.confidence > 0.5 },
         { name: "kräver bekräftelse om låg konfidens", passed: !!milk && (milk.confidence >= 0.92 || milk.requiresConfirmation) },
       ];
     },
   },
   {
-    id: "swedish-butter-fridge",
-    imageUrls: ["https://commons.wikimedia.org/wiki/Special:FilePath/Svenskt_Sm%C3%B6r_Normalsaltat_80-25_500g.jpg?width=800"],
+    id: "fridge-2",
+    imageUrls: [fileToDataUrl(path.join(FIXTURES, "fridge-2.jpg"))],
     locationType: "fridge",
     marketLocale: "sv-SE",
     checks: (items) => {
-      const butter = items.find((i) => /smör|butter/i.test(i.detectedName));
+      const found = items.find((i) => /gurka|inlagd|konserverad|burk|pickle/i.test(i.detectedName));
       return [
-        { name: "hittade smör", passed: !!butter },
-        { name: "konfidens > 0.7", passed: !!butter && butter.confidence > 0.7 },
+        { name: "hittade konserverad produkt", passed: !!found },
+        { name: "konfidens > 0.5", passed: !!found && found.confidence > 0.5 },
+        { name: "minst ett item med confidence > 0.7", passed: items.some((i) => i.confidence > 0.7) },
       ];
     },
   },
diff --git a/infrastructure/deployment/first-deploy.sh b/infrastructure/deployment/first-deploy.sh
index 8cb1d3c..e98a5b4 100755
--- a/infrastructure/deployment/first-deploy.sh
+++ b/infrastructure/deployment/first-deploy.sh
@@ -96,9 +96,13 @@ fi
 get_env() { { grep -E "^$1=" .env || true; } | head -1 | cut -d= -f2-; }
 AAMOS_MODE_VAL=$(get_env AAMOS_MODE)
 if [ "$MODE" = "production" ]; then
-  [ "$AAMOS_MODE_VAL" = "http" ] || fail "Produktion kräver AAMOS_MODE=http (nu: '$AAMOS_MODE_VAL')."
-  [ -n "$(get_env AAMOS_API_URL)" ] || fail "AAMOS_API_URL saknas i .env."
-  [ -n "$(get_env AAMOS_API_KEY)" ] || fail "AAMOS_API_KEY saknas i .env."
+  if [ "$AAMOS_MODE_VAL" = "gemini" ]; then
+    [ -n "$(get_env GEMINI_API_KEY)" ] || fail "Produktion kräver GEMINI_API_KEY när AAMOS_MODE=gemini."
+  else
+    [ "$AAMOS_MODE_VAL" = "http" ] || fail "Produktion kräver AAMOS_MODE=http eller gemini (nu: '$AAMOS_MODE_VAL')."
+    [ -n "$(get_env AAMOS_API_URL)" ] || fail "AAMOS_API_URL saknas i .env."
+    [ -n "$(get_env AAMOS_API_KEY)" ] || fail "AAMOS_API_KEY saknas i .env."
+  fi
   for s in JWT_ACCESS_SECRET JWT_REFRESH_SECRET ENTITLEMENT_SIGNING_SECRET; do
     case "$(get_env $s)" in dev-only-*|"") fail "$s har dev-/tomt värde – sätt riktig hemlighet." ;; esac
   done
diff --git a/packages/ai-contracts/src/gemini.ts b/packages/ai-contracts/src/gemini.ts
index 9bbbc98..cde811d 100644
--- a/packages/ai-contracts/src/gemini.ts
+++ b/packages/ai-contracts/src/gemini.ts
@@ -291,6 +291,20 @@ export class GeminiAamosClient implements AamosClient {
     }
   }
 
+  private async fetchOneImage(url: string, timeoutMs: number): Promise<{ inline_data: { mime_type: string; data: string } }> {
+    if (url.startsWith("data:")) {
+      const match = url.match(/^data:([^;]+);base64,(.+)$/);
+      if (match && match[1] && match[2]) {
+        return { inline_data: { mime_type: match[1], data: match[2] } };
+      }
+      throw new Error(`Ogiltig data-URL: ${url.slice(0, 50)}`);
+    }
+    const res = await this.cfg.fetchImpl(url, { signal: AbortSignal.timeout(timeoutMs) });
+    if (!res.ok) throw new Error(`Kunde inte hämta bild: ${res.status} ${url}`);
+    const buf = Buffer.from(await res.arrayBuffer());
+    return { inline_data: { mime_type: this.mimeType(buf), data: buf.toString("base64") } };
+  }
+
   private async analyzeStorageImage(
     taskType: "ANALYZE_FRIDGE_IMAGE" | "ANALYZE_PANTRY_IMAGE",
     input: TaskInput<"ANALYZE_FRIDGE_IMAGE">,
@@ -300,12 +314,7 @@ export class GeminiAamosClient implements AamosClient {
     const started = Date.now();
 
     const imageParts = await Promise.all(
-      input.imageUrls.slice(0, 6).map(async (url) => {
-        const res = await this.cfg.fetchImpl(url, { signal: AbortSignal.timeout(this.cfg.timeoutMs) });
-        if (!res.ok) throw new Error(`Kunde inte hämta bild: ${res.status} ${url}`);
-        const buf = Buffer.from(await res.arrayBuffer());
-        return { inline_data: { mime_type: this.mimeType(buf), data: buf.toString("base64") } };
-      }),
+      input.imageUrls.slice(0, 6).map((url) => this.fetchOneImage(url, this.cfg.timeoutMs)),
     );
 
     const estimatedCostUsd = imageParts.length * COST_ESTIMATE_PER_IMAGE_USD;
@@ -552,12 +561,7 @@ export class GeminiAamosClient implements AamosClient {
     timeoutMs: number,
   ): Promise<Array<{ inline_data: { mime_type: string; data: string } }>> {
     return Promise.all(
-      imageUrls.slice(0, 6).map(async (url) => {
-        const res = await this.cfg.fetchImpl(url, { signal: AbortSignal.timeout(timeoutMs) });
-        if (!res.ok) throw new Error(`Kunde inte hämta bild: ${res.status} ${url}`);
-        const buf = Buffer.from(await res.arrayBuffer());
-        return { inline_data: { mime_type: this.mimeType(buf), data: buf.toString("base64") } };
-      }),
+      imageUrls.slice(0, 6).map((url) => this.fetchOneImage(url, timeoutMs)),
     );
   }