diff --git a/packages/database/package.json b/packages/database/package.json
index 03de2e7..5fccb13 100644
--- a/packages/database/package.json
+++ b/packages/database/package.json
@@ -6,6 +6,7 @@
   "description": "Drizzle-schema, migrationer, seed och databasklient (separat databas, spec §52)",
   "exports": {
     ".": "./src/index.ts",
+    "./client": "./src/client.ts",
     "./schema": "./src/schema/index.ts",
     "./seed": "./src/seed/index.ts"
   },
diff --git a/packages/recipe-generation/package.json b/packages/recipe-generation/package.json
index ca676bf..e66eef9 100644
--- a/packages/recipe-generation/package.json
+++ b/packages/recipe-generation/package.json
@@ -21,6 +21,7 @@
     "@app/nutrition-engine": "workspace:*",
     "@app/recipe-engine": "workspace:*",
     "@app/shared-types": "workspace:*",
+    "dotenv": "^16.4.0",
     "drizzle-orm": "^0.41.0",
     "zod": "^4.4.0"
   },
diff --git a/packages/recipe-generation/scripts/scale-batch.ts b/packages/recipe-generation/scripts/scale-batch.ts
new file mode 100644
index 0000000..d59cc90
--- /dev/null
+++ b/packages/recipe-generation/scripts/scale-batch.ts
@@ -0,0 +1,682 @@
+#!/usr/bin/env tsx
+/**
+ * SCALEBATCH – Receptkatalog Fas A Steg 2 (docs/32).
+ *
+ * Genererar ~200 verified AI-recept i batchar om ~25–30.
+ * Budgetguard, DB-dedup, stickprov, seed i staging.
+ *
+ * Körning per batch:
+ *   AAMOS_MODE=gemini GEMINI_API_KEY=... pnpm tsx packages/recipe-generation/scripts/scale-batch.ts --batch=0
+ *
+ * Kör alla batchar:
+ *   AAMOS_MODE=gemini GEMINI_API_KEY=... pnpm tsx packages/recipe-generation/scripts/scale-batch.ts --all
+ */
+
+import { config as loadDotenv } from "dotenv";
+import { existsSync as fsExistsSync } from "fs";
+import { resolve } from "path";
+for (const candidate of [".env", "../.env", "../../.env"]) {
+  const p = resolve(process.cwd(), candidate);
+  if (fsExistsSync(p)) { loadDotenv({ path: p }); break; }
+}
+
+import { createAamosClient } from "@app/ai-contracts";
+import { SEED_INGREDIENTS } from "@app/database/seed";
+import { createDatabase, schema } from "@app/database";
+import { runPipeline, type PipelineTarget, type PipelineIngredient } from "@app/recipe-generation";
+import type { CanonicalIngredientLookup, SimilarityLookup, VerificationResult } from "@app/recipe-generation";
+import { sql, eq } from "drizzle-orm";
+import { writeFileSync, mkdirSync, existsSync, readFileSync } from "fs";
+import { join } from "path";
+import type { RecipeDNA, Allergen } from "@app/shared-types";
+
+// ── 0. ARGS ────────────────────────────────────────────────────────────────
+const args = process.argv.slice(2);
+const batchArg = args.find((a) => a.startsWith("--batch="));
+const batchIndex = batchArg ? parseInt(batchArg.split("=")[1], 10) : null;
+const runAll = args.includes("--all");
+const dryRun = args.includes("--dry-run");
+
+if (batchIndex === null && !runAll) {
+  console.error("Användning: pnpm tsx scale-batch.ts --batch=N | --all [--dry-run]");
+  console.error("Batchar 0–7 finns. --all kör alla sekventiellt med budgetcheck.");
+  process.exit(1);
+}
+
+// ── 1. Konfiguration ───────────────────────────────────────────────────────
+const REPORT_DIR = "/mnt/c/Users/Public/cibello-scale-batch";
+const BUDGET_FILE = join(REPORT_DIR, "budget-state.json");
+const BUDGET_USD = Number(process.env.GEMINI_DAILY_BUDGET_USD ?? 10);
+const PAUSE_THRESHOLD_USD = BUDGET_USD * 0.9; // Pausa vid 90 %
+
+mkdirSync(REPORT_DIR, { recursive: true });
+
+function getBudgetState(): { spentUsd: number; lastReset: string } {
+  if (!existsSync(BUDGET_FILE)) return { spentUsd: 0, lastReset: new Date().toISOString() };
+  try {
+    return JSON.parse(readFileSync(BUDGET_FILE, "utf-8"));
+  } catch {
+    return { spentUsd: 0, lastReset: new Date().toISOString() };
+  }
+}
+
+function saveBudgetState(state: { spentUsd: number; lastReset: string }) {
+  writeFileSync(BUDGET_FILE, JSON.stringify(state, null, 2));
+}
+
+// ── 2. Katalog från seed ───────────────────────────────────────────────────
+const catalog: PipelineIngredient[] = SEED_INGREDIENTS.map((i) => ({
+  id: i.id,
+  nameSv: i.nameSv,
+  category: i.category,
+  defaultUnit: i.defaultUnit,
+  isVegan: i.isVegan,
+  isVegetarian: i.isVegetarian,
+  containsGluten: i.containsGluten,
+  containsLactose: i.containsLactose,
+  allergens: i.allergens,
+}));
+
+const ingredientLookup: CanonicalIngredientLookup = {
+  getById(id: string) {
+    const ing = SEED_INGREDIENTS.find((i) => i.id === id);
+    if (!ing) return undefined;
+    return {
+      id: ing.id,
+      nutritionPer100: ing.nutritionPer100,
+      defaultUnit: ing.defaultUnit,
+      densityGPerMl: ing.densityGPerMl ?? null,
+      gramsPerPiece: ing.gramsPerPiece ?? null,
+      allergens: ing.allergens,
+      isVegan: ing.isVegan,
+      isVegetarian: ing.isVegetarian,
+      containsGluten: ing.containsGluten,
+      containsLactose: ing.containsLactose,
+      isPork: ing.isPork,
+      isBeef: ing.isBeef,
+      isAlcohol: ing.isAlcohol,
+    };
+  },
+};
+
+// ── 3. DB-klient ───────────────────────────────────────────────────────────
+const { db, pool } = createDatabase();
+
+// ── 4. Batch-matriser (8 batchar × ~27 recept = ~216 mål) ─────────────────
+const BATCHES: PipelineTarget[][] = [
+  // Batch 0: Mejeri
+  [
+    { mealType: "dinner", mainIngredientId: "milk_3", dietVariant: "standard", count: 5 },
+    { mealType: "dinner", mainIngredientId: "cream", dietVariant: "standard", count: 5 },
+    { mealType: "dinner", mainIngredientId: "creme_fraiche", dietVariant: "standard", count: 5 },
+    { mealType: "dinner", mainIngredientId: "cooking_cream", dietVariant: "standard", count: 5 },
+    { mealType: "dinner", mainIngredientId: "milk_3", dietVariant: "lactose_free", count: 3 },
+    { mealType: "dinner", mainIngredientId: "cream", dietVariant: "lactose_free", count: 4 },
+  ],
+  // Batch 1: Kyckling
+  [
+    { mealType: "dinner", mainIngredientId: "chicken_breast", dietVariant: "standard", count: 7 },
+    { mealType: "dinner", mainIngredientId: "chicken_thigh", dietVariant: "standard", count: 7 },
+    { mealType: "dinner", mainIngredientId: "chicken_breast", dietVariant: "gluten_free", count: 7 },
+    { mealType: "dinner", mainIngredientId: "chicken_thigh", dietVariant: "gluten_free", count: 6 },
+  ],
+  // Batch 2: Kött
+  [
+    { mealType: "dinner", mainIngredientId: "minced_beef", dietVariant: "standard", count: 7 },
+    { mealType: "dinner", mainIngredientId: "minced_mixed", dietVariant: "standard", count: 7 },
+    { mealType: "dinner", mainIngredientId: "minced_beef", dietVariant: "gluten_free", count: 7 },
+    { mealType: "dinner", mainIngredientId: "pork_loin", dietVariant: "standard", count: 6 },
+  ],
+  // Batch 3: Fisk
+  [
+    { mealType: "dinner", mainIngredientId: "salmon", dietVariant: "standard", count: 7 },
+    { mealType: "dinner", mainIngredientId: "cod", dietVariant: "standard", count: 7 },
+    { mealType: "dinner", mainIngredientId: "shrimp", dietVariant: "standard", count: 7 },
+    { mealType: "dinner", mainIngredientId: "salmon", dietVariant: "gluten_free", count: 6 },
+  ],
+  // Batch 4: Pasta/ris/potatis
+  [
+    { mealType: "dinner", mainIngredientId: "pasta_dry", dietVariant: "standard", count: 7 },
+    { mealType: "dinner", mainIngredientId: "rice_white", dietVariant: "standard", count: 7 },
+    { mealType: "dinner", mainIngredientId: "potato", dietVariant: "standard", count: 7 },
+    { mealType: "dinner", mainIngredientId: "pasta_dry", dietVariant: "vegan", count: 6 },
+  ],
+  // Batch 5: Baljväxter
+  [
+    { mealType: "dinner", mainIngredientId: "tofu", dietVariant: "vegan", count: 7 },
+    { mealType: "dinner", mainIngredientId: "red_lentils", dietVariant: "vegetarian", count: 7 },
+    { mealType: "dinner", mainIngredientId: "chickpeas_canned", dietVariant: "vegan", count: 7 },
+    { mealType: "dinner", mainIngredientId: "black_beans_canned", dietVariant: "vegan", count: 6 },
+  ],
+  // Batch 6: Grönsaker
+  [
+    { mealType: "dinner", mainIngredientId: "tomato", dietVariant: "standard", count: 7 },
+    { mealType: "dinner", mainIngredientId: "zucchini", dietVariant: "standard", count: 7 },
+    { mealType: "dinner", mainIngredientId: "bell_pepper", dietVariant: "standard", count: 7 },
+    { mealType: "dinner", mainIngredientId: "carrot", dietVariant: "standard", count: 6 },
+  ],
+  // Batch 7: Mixed dietvarianter
+  [
+    { mealType: "dinner", mainIngredientId: "rice_white", dietVariant: "vegan", count: 7 },
+    { mealType: "dinner", mainIngredientId: "tofu", dietVariant: "standard", count: 7 },
+    { mealType: "dinner", mainIngredientId: "cod", dietVariant: "gluten_free", count: 7 },
+    { mealType: "dinner", mainIngredientId: "shrimp", dietVariant: "gluten_free", count: 6 },
+  ],
+];
+
+// ── 5. Hjälpfunktioner ─────────────────────────────────────────────────────
+
+function slugify(title: string): string {
+  return title
+    .toLowerCase()
+    .replace(/[åä]/g, "a")
+    .replace(/[ö]/g, "o")
+    .replace(/[^a-z0-9\s-]/g, "")
+    .trim()
+    .replace(/\s+/g, "-")
+    .substring(0, 80);
+}
+
+async function fetchExistingTitles(): Promise<Set<string>> {
+  const rows = await db.select({ titleSv: schema.recipes.titleSv }).from(schema.recipes);
+  return new Set(rows.map((r) => r.titleSv.toLowerCase().trim()));
+}
+
+function inferDna(vr: VerificationResult): RecipeDNA {
+  const c = vr.candidate;
+  const ings = c.ingredients.map((i) => i.canonicalIngredientId);
+
+  // Protein
+  const proteinId = ings.find(
+    (id) =>
+      id.includes("chicken") ||
+      id.includes("beef") ||
+      id.includes("pork") ||
+      id.includes("salmon") ||
+      id.includes("cod") ||
+      id.includes("shrimp") ||
+      id.includes("tofu") ||
+      id.includes("lentil") ||
+      id.includes("chickpea") ||
+      id.includes("bean") ||
+      id.includes("egg") ||
+      id.includes("meatball"),
+  );
+
+  // Kolhydrat
+  const carbId = ings.find(
+    (id) =>
+      id.includes("pasta") ||
+      id.includes("rice") ||
+      id.includes("potato") ||
+      id.includes("noodle") ||
+      id.includes("bread") ||
+      id.includes("tortilla") ||
+      id.includes("bun"),
+  );
+
+  // Grönsaker
+  const vegIds = ings.filter(
+    (id) =>
+      id.includes("tomato") ||
+      id.includes("zucchini") ||
+      id.includes("pepper") ||
+      id.includes("carrot") ||
+      id.includes("onion") ||
+      id.includes("spinach") ||
+      id.includes("broccoli") ||
+      id.includes("leek") ||
+      id.includes("mushroom") ||
+      id.includes("cucumber") ||
+      id.includes("lettuce") ||
+      id.includes("garlic") ||
+      id.includes("dill") ||
+      id.includes("parsley") ||
+      id.includes("basil") ||
+      id.includes("ginger") ||
+      id.includes("peas") ||
+      id.includes("corn") ||
+      id.includes("olives") ||
+      id.includes("avocado") ||
+      id.includes("cabbage") ||
+      id.includes("cauliflower") ||
+      id.includes("celeriac") ||
+      id.includes("beetroot") ||
+      id.includes("parsnip") ||
+      id.includes("swede") ||
+      id.includes("kale") ||
+      id.includes("asparagus") ||
+      id.includes("green_bean") ||
+      id.includes("sugar_snap") ||
+      id.includes("radish") ||
+      id.includes("fennel") ||
+      id.includes("eggplant") ||
+      id.includes("pumpkin") ||
+      id.includes("squash") ||
+      id.includes("sweet_potato"),
+  );
+
+  // Smakprofil
+  const flavorTokens: string[] = [];
+  if (ings.some((id) => id.includes("curry"))) flavorTokens.push("curry");
+  if (ings.some((id) => id.includes("tomato") || id.includes("paste"))) flavorTokens.push("tomato");
+  if (ings.some((id) => id.includes("garlic") || id.includes("onion"))) flavorTokens.push("aromatic");
+  if (ings.some((id) => id.includes("lemon") || id.includes("lime"))) flavorTokens.push("citrus");
+  if (ings.some((id) => id.includes("dill") || id.includes("parsley") || id.includes("basil")))
+    flavorTokens.push("herb");
+  if (ings.some((id) => id.includes("ginger") || id.includes("soy"))) flavorTokens.push("asian");
+  if (ings.some((id) => id.includes("coconut"))) flavorTokens.push("coconut");
+  if (ings.some((id) => id.includes("cheese") || id.includes("feta") || id.includes("halloumi")))
+    flavorTokens.push("cheese");
+  if (flavorTokens.length === 0) flavorTokens.push("savory");
+
+  // Metod
+  const firstStep = c.steps[0]?.instructionSv.toLowerCase() ?? "";
+  let method = "stovetop";
+  if (firstStep.includes("ugn") || firstStep.includes("baka") || firstStep.includes("gratin"))
+    method = "oven";
+  else if (firstStep.includes("wok") || firstStep.includes("woka")) method = "wok";
+  else if (firstStep.includes("grill")) method = "grill";
+  else if (firstStep.includes("koka") && firstStep.includes("soppa")) method = "simmer";
+  else if (firstStep.includes("ånga")) method = "steam";
+
+  return {
+    cuisine: c.cuisine ?? "swedish",
+    ...(proteinId ? { protein: proteinId.replace(/_/g, " ") } : {}),
+    ...(carbId ? { carbohydrate: carbId.replace(/_/g, " ") } : {}),
+    vegetables: vegIds.map((id) => id.replace(/_/g, " ")),
+    flavorProfile: flavorTokens.join(", "),
+    spiceLevel: c.spiceLevel,
+    method,
+    timeMinutes: c.prepTimeMinutes + c.cookTimeMinutes,
+    calories: vr.nutritionPerPortion?.kcal ?? 0,
+    proteinGrams: Math.round(vr.nutritionPerPortion?.proteinG ?? 0),
+  };
+}
+
+function estimateCostUsd(targets: PipelineTarget[]): number {
+  const total = targets.reduce((s, t) => s + t.count, 0);
+  return total * 0.003; // pessimistisk uppskattning per kandidat
+}
+
+// ── 6. DB-dedup-lookup ─────────────────────────────────────────────────────
+class DbSimilarityLookup implements SimilarityLookup {
+  private knownTitles: Set<string>;
+  private sessionTitles: Set<string> = new Set();
+
+  constructor(existingTitles: Set<string>) {
+    this.knownTitles = existingTitles;
+  }
+
+  async hasSimilarity(title: string): Promise<boolean> {
+    const key = title.toLowerCase().trim();
+    if (this.knownTitles.has(key)) return true;
+    if (this.sessionTitles.has(key)) return true;
+    this.sessionTitles.add(key);
+    return false;
+  }
+}
+
+// ── 7. Seed-verified-recept till DB ────────────────────────────────────────
+async function seedVerifiedRecipes(results: VerificationResult[]): Promise<number> {
+  let seeded = 0;
+
+  // Hämta eller skapa source registry för AI
+  const [registry] = await db
+    .insert(schema.recipeSourceRegistry)
+    .values({
+      sourceName: "Cibello AI",
+      license: "proprietary",
+      rightToStore: true,
+      rightToModify: true,
+      rightToDisplay: true,
+      attributionRequired: false,
+      commercialUse: true,
+      notes: "AI-genererade recept via Gemini. Genomgår verifieringspipeline.",
+    })
+    .onConflictDoUpdate({
+      target: schema.recipeSourceRegistry.sourceName,
+      set: { updatedAt: new Date() },
+    })
+    .returning();
+
+  const sourceRegistryId = registry?.id ?? null;
+
+  for (const vr of results) {
+    if (vr.status !== "verified" || !vr.nutritionPerPortion) continue;
+
+    const c = vr.candidate;
+    const slug = slugify(c.titleSv);
+
+    // Kolla om slug redan finns
+    const existing = await db
+      .select({ id: schema.recipes.id })
+      .from(schema.recipes)
+      .where(eq(schema.recipes.slug, slug))
+      .limit(1);
+    if (existing.length > 0) {
+      console.error(`[seed] SKIP: slug ${slug} finns redan i DB`);
+      continue;
+    }
+
+    const dna = inferDna(vr);
+
+    const [row] = await db
+      .insert(schema.recipes)
+      .values({
+        slug,
+        titleSv: c.titleSv,
+        descriptionSv: c.descriptionSv,
+        cuisine: (c.cuisine as any) ?? "swedish",
+        mealTypes: c.mealTypes as any,
+        tags: [],
+        methods: [dna.method],
+        equipment: [],
+        difficulty: "easy",
+        prepTimeMinutes: c.prepTimeMinutes,
+        cookTimeMinutes: c.cookTimeMinutes,
+        totalTimeMinutes: c.prepTimeMinutes + c.cookTimeMinutes,
+        portions: c.portions,
+        nutritionPerPortion: vr.nutritionPerPortion,
+        allergens: vr.allergens as Allergen[],
+        spiceLevel: c.spiceLevel,
+        storageGuidanceSv: c.storageGuidanceSv,
+        mealPrepFriendly: c.mealPrepFriendly,
+        freezerFriendly: c.freezerFriendly,
+        dna,
+        variantType: "standard",
+        status: "draft",
+        verificationStatus: "verified",
+        sourceType: "ai_generated" as any,
+        sourceRegistryId,
+        creatorDisplayName: "Cibello AI",
+        imageUrls: [],
+      })
+      .returning();
+
+    const recipeId = row!.id;
+
+    await db.insert(schema.recipeIngredients).values(
+      c.ingredients.map((ing, idx) => ({
+        recipeId,
+        canonicalIngredientId: ing.canonicalIngredientId,
+        displayNameSv: ing.displayNameSv,
+        quantity: ing.quantity,
+        unit: ing.unit as any,
+        note: ing.note,
+        optional: ing.optional,
+        sortOrder: idx,
+      })),
+    );
+
+    await db.insert(schema.recipeSteps).values(
+      c.steps.map((step, idx) => ({
+        recipeId,
+        stepNumber: idx + 1,
+        instructionSv: step.instructionSv,
+        timerSeconds: step.timerSeconds,
+        temperatureC: step.temperatureC,
+        tip: step.tip,
+      })),
+    );
+
+    seeded++;
+  }
+
+  return seeded;
+}
+
+// ── 8. Stickprov ───────────────────────────────────────────────────────────
+function saveSamples(results: VerificationResult[], batchIdx: number) {
+  const verified = results.filter((r) => r.status === "verified");
+  const sampleCount = Math.max(1, Math.round(verified.length * 0.15));
+  const shuffled = [...verified].sort(() => Math.random() - 0.5);
+  const samples = shuffled.slice(0, sampleCount);
+
+  const flagged: Array<{ title: string; reason: string }> = [];
+
+  const markdown = samples
+    .map((vr, idx) => {
+      const c = vr.candidate;
+      const nut = vr.nutritionPerPortion;
+      const flags: string[] = [];
+      if (nut && nut.kcal > 900) flags.push("MYCKET HÖG kcal (>900)");
+      if (nut && nut.kcal < 150) flags.push("MYCKET LÅG kcal (<150)");
+      if (c.ingredients.length < 5) flags.push("FÅ ingredienser (<5)");
+      const edgeAllergens = vr.allergens.filter(
+        (a) => ["peanuts", "tree_nuts", "crustaceans", "molluscs", "sesame", "lupin"].includes(a),
+      );
+      if (edgeAllergens.length > 0) flags.push(`Kant-allergener: ${edgeAllergens.join(", ")}`);
+
+      if (flags.length > 0) {
+        flagged.push({ title: c.titleSv, reason: flags.join("; ") });
+      }
+
+      return [
+        `## ${idx + 1}. ${c.titleSv}`,
+        `**Beskrivning:** ${c.descriptionSv}`,
+        `**Tid:** ${c.prepTimeMinutes} min prep + ${c.cookTimeMinutes} min kok = ${c.totalTimeMinutes} min`,
+        `**Portioner:** ${c.portions} | **Krydda:** ${c.spiceLevel}/3`,
+        `**Näring/portion:** ${nut ? `${nut.kcal} kcal, P ${Math.round(nut.proteinG)}g, K ${Math.round(nut.carbsG)}g, F ${Math.round(nut.fatG)}g` : "OKÄND"}`,
+        `**Allergener:** ${vr.allergens.join(", ") || "-"}`,
+        `**Flaggor:** ${flags.join("; ") || "-"}`,
+        `**Ingredienser:**`,
+        ...c.ingredients.map((i) => `- ${i.displayNameSv}: ${i.quantity} ${i.unit}${i.optional ? " (valfri)" : ""}`),
+        `**Steg:**`,
+        ...c.steps.map((s) => `${s.stepNumber}. ${s.instructionSv}${s.temperatureC ? ` (${s.temperatureC}°C)` : ""}${s.timerSeconds ? ` [${Math.round(s.timerSeconds / 60)} min]` : ""}`),
+        `---`,
+      ].join("\n");
+    })
+    .join("\n\n");
+
+  const header = `# Stickprov – Batch ${batchIdx}\n\n*${new Date().toISOString()}* | ${samples.length} av ${verified.length} verifierade recept\n\n`;
+  const flaggedSection =
+    flagged.length > 0
+      ? `## ⚠️ Flagga-recept\n\n${flagged.map((f) => `- **${f.title}:** ${f.reason}`).join("\n")}\n\n`
+      : "## Inga avvikelser flaggade\n\n";
+
+  writeFileSync(join(REPORT_DIR, `stickprov-batch-${batchIdx}.md`), header + flaggedSection + markdown);
+  return { sampleCount, flaggedCount: flagged.length };
+}
+
+// ── 9. Kör en batch ────────────────────────────────────────────────────────
+async function runBatch(batchIdx: number): Promise<{
+  batchId: string;
+  candidates: number;
+  verified: number;
+  unverified: number;
+  rejected: number;
+  deduped: number;
+  seeded: number;
+  costUsd: number;
+}> {
+  const targets = BATCHES[batchIdx];
+  if (!targets) throw new Error(`Batch ${batchIdx} finns inte (0–${BATCHES.length - 1})`);
+
+  const budgetState = getBudgetState();
+  const estimatedCost = estimateCostUsd(targets);
+
+  console.error(`[scale-batch] === BATCH ${batchIdx} ===`);
+  console.error(`[scale-batch] Mål: ${targets.length} celler, ~${targets.reduce((s, t) => s + t.count, 0)} recept`);
+  console.error(`[scale-batch] Uppskattad kostnad: $${estimatedCost.toFixed(4)}`);
+  console.error(`[scale-batch] Budget kvar: $${(BUDGET_USD - budgetState.spentUsd).toFixed(4)} / $${BUDGET_USD}`);
+
+  if (budgetState.spentUsd + estimatedCost > PAUSE_THRESHOLD_USD) {
+    console.error(`[scale-batch] BUDGET-PAUS: skulle överskrida 90 % av dagsbudget.`);
+    console.error(`[scale-batch] Avbryter. Återställ budget imorgon eller höj GEMINI_DAILY_BUDGET_USD.`);
+    process.exit(0);
+  }
+
+  const client = createAamosClient(process.env);
+  const existingTitles = await fetchExistingTitles();
+  const similarity = new DbSimilarityLookup(existingTitles);
+
+  console.error(`[scale-batch] Kända titlar i DB: ${existingTitles.size}`);
+
+  const result = await runPipeline(
+    client,
+    targets,
+    catalog,
+    ingredientLookup,
+    similarity,
+    { maxPrepTimeMinutes: 30, maxCookTimeMinutes: 45, portions: 4 },
+  );
+
+  const costUsd = result.geminiResult.costUsd ?? 0;
+  budgetState.spentUsd += costUsd;
+  saveBudgetState(budgetState);
+
+  // Räkna dedup
+  const deduped = result.verificationResults.filter((r) =>
+    r.reasons.some((reason) => reason.includes("dubblett")),
+  ).length;
+
+  const verified = result.verificationResults.filter((r) => r.status === "verified");
+
+  console.error(`[scale-batch] Gemini: ${result.geminiResult.status}, kostnad: $${costUsd.toFixed(4)}`);
+  console.error(`[scale-batch] Kandidater: ${result.candidates.length}, Verified: ${result.verifiedCount}, Unverified: ${result.unverifiedCount}, Rejected: ${result.rejectedCount}, Deduped: ${deduped}`);
+
+  if (result.geminiResult.error) {
+    console.error(`[scale-batch] Gemini-fel: ${result.geminiResult.error}`);
+  }
+
+  // Seed verified till DB
+  let seeded = 0;
+  if (!dryRun && verified.length > 0) {
+    seeded = await seedVerifiedRecipes(verified);
+    console.error(`[scale-batch] Seedade ${seeded} recept till DB`);
+  } else if (dryRun) {
+    console.error(`[scale-batch] DRY RUN – inget seedas`);
+  }
+
+  // Stickprov
+  const sampleInfo = saveSamples(result.verificationResults, batchIdx);
+  console.error(`[scale-batch] Stickprov: ${sampleInfo.sampleCount} recept, ${sampleInfo.flaggedCount} flaggade`);
+
+  // Spara batch-rapport
+  const batchReport = {
+    batchId: `scale-${Date.now()}-b${batchIdx}`,
+    batchIndex: batchIdx,
+    generatedAt: new Date().toISOString(),
+    dryRun,
+    targets,
+    geminiStatus: result.geminiResult.status,
+    geminiCostUsd: costUsd,
+    candidatesGenerated: result.candidates.length,
+    verifiedCount: result.verifiedCount,
+    unverifiedCount: result.unverifiedCount,
+    rejectedCount: result.rejectedCount,
+    dedupedCount: deduped,
+    seededCount: seeded,
+    sampleCount: sampleInfo.sampleCount,
+    flaggedCount: sampleInfo.flaggedCount,
+    candidates: result.verificationResults.map((r) => ({
+      title: r.candidate.titleSv,
+      status: r.status,
+      reasons: r.reasons,
+      allergens: r.allergens,
+      nutritionPerPortion: r.nutritionPerPortion,
+    })),
+  };
+
+  writeFileSync(
+    join(REPORT_DIR, `batch-${batchIdx}-report.json`),
+    JSON.stringify(batchReport, null, 2),
+  );
+
+  return {
+    batchId: batchReport.batchId,
+    candidates: result.candidates.length,
+    verified: result.verifiedCount,
+    unverified: result.unverifiedCount,
+    rejected: result.rejectedCount,
+    deduped,
+    seeded,
+    costUsd,
+  };
+}
+
+// ── 10. Huvudloop ──────────────────────────────────────────────────────────
+async function main() {
+  const indicesToRun = runAll ? BATCHES.map((_, i) => i) : [batchIndex!];
+
+  const summary: Array<{
+    batch: number;
+    candidates: number;
+    verified: number;
+    unverified: number;
+    rejected: number;
+    deduped: number;
+    seeded: number;
+    costUsd: number;
+  }> = [];
+
+  for (const idx of indicesToRun) {
+    try {
+      const report = await runBatch(idx);
+      summary.push({ batch: idx, ...report });
+    } catch (err) {
+      console.error(`[scale-batch] Batch ${idx} misslyckades:`, err);
+      summary.push({
+        batch: idx,
+        candidates: 0,
+        verified: 0,
+        unverified: 0,
+        rejected: 0,
+        deduped: 0,
+        seeded: 0,
+        costUsd: 0,
+      });
+    }
+  }
+
+  // Spara slutlig sammanfattning
+  const totalCost = summary.reduce((s, r) => s + r.costUsd, 0);
+  const totalCandidates = summary.reduce((s, r) => s + r.candidates, 0);
+  const totalVerified = summary.reduce((s, r) => s + r.verified, 0);
+  const totalUnverified = summary.reduce((s, r) => s + r.unverified, 0);
+  const totalRejected = summary.reduce((s, r) => s + r.rejected, 0);
+  const totalDeduped = summary.reduce((s, r) => s + r.deduped, 0);
+  const totalSeeded = summary.reduce((s, r) => s + r.seeded, 0);
+
+  const finalReport = {
+    runId: `scale-run-${Date.now()}`,
+    generatedAt: new Date().toISOString(),
+    dryRun,
+    budgetLimitUsd: BUDGET_USD,
+    totalCostUsd: totalCost,
+    summary: {
+      batchesRun: summary.length,
+      totalCandidates,
+      totalVerified,
+      totalUnverified,
+      totalRejected,
+      totalDeduped,
+      totalSeeded,
+    },
+    perBatch: summary,
+  };
+
+  writeFileSync(join(REPORT_DIR, "final-report.json"), JSON.stringify(finalReport, null, 2));
+
+  console.log(JSON.stringify(finalReport, null, 2));
+
+  console.error("\n# Scale-batch sammanfattning\n");
+  console.error(`- Batchar körda: ${summary.length}`);
+  console.error(`- Kandidater genererade: ${totalCandidates}`);
+  console.error(`- Verified: ${totalVerified}`);
+  console.error(`- Unverified: ${totalUnverified}`);
+  console.error(`- Rejected: ${totalRejected}`);
+  console.error(`- Deduped: ${totalDeduped}`);
+  console.error(`- Seedade till DB: ${totalSeeded}`);
+  console.error(`- Total Gemini-kostnad: $${totalCost.toFixed(4)}`);
+  console.error(`- Budget kvar: $${(BUDGET_USD - totalCost).toFixed(4)} / $${BUDGET_USD}`);
+
+  await pool.end();
+}
+
+main().catch((err) => {
+  console.error("[scale-batch] Fatal:", err);
+  pool.end().catch(() => {});
+  process.exit(1);
+});
diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml
index 2349cd0..e101827 100644
--- a/pnpm-lock.yaml
+++ b/pnpm-lock.yaml
@@ -426,6 +426,9 @@ importers:
       '@app/shared-types':
         specifier: workspace:*
         version: link:../shared-types
+      dotenv:
+        specifier: ^16.4.0
+        version: 16.6.1
       drizzle-orm:
         specifier: ^0.41.0
         version: 0.41.0(@types/pg@8.20.3)(pg@8.22.0)
diff --git a/scripts/scale-batch.sh b/scripts/scale-batch.sh
new file mode 100755
index 0000000..22243d4
--- /dev/null
+++ b/scripts/scale-batch.sh
@@ -0,0 +1,10 @@
+#!/bin/bash
+# scale-batch.sh – wrapper som sätter IPv4-preferens (workaround för Node fetch-häng på WSL+IPv6)
+set -e
+cd "$(dirname "$0")/.."
+export NODE_OPTIONS="${NODE_OPTIONS:---dns-result-order=ipv4first}"
+export AAMOS_MODE=gemini
+export GEMINI_MODEL=gemini-2.5-flash
+export GEMINI_TIMEOUT_MS=180000
+# GEMINI_API_KEY och GEMINI_DAILY_BUDGET_USD måste sättas utanför
+pnpm tsx packages/recipe-generation/scripts/scale-batch.ts "$@"