diff --git a/dashboard/15-final/.gitignore b/dashboard/15-final/.gitignore
index 8f322f0..45c1abc 100644
--- a/dashboard/15-final/.gitignore
+++ b/dashboard/15-final/.gitignore
@@ -26,6 +26,7 @@ yarn-error.log*
 
 # local env files
 .env*.local
+.env
 
 # vercel
 .vercel
diff --git a/dashboard/15-final/app/dashboard/invoices/[id]/edit/page.tsx b/dashboard/15-final/app/dashboard/invoices/[id]/edit/page.tsx
index 6f6931b..b3d5cc7 100644
--- a/dashboard/15-final/app/dashboard/invoices/[id]/edit/page.tsx
+++ b/dashboard/15-final/app/dashboard/invoices/[id]/edit/page.tsx
@@ -1,20 +1,102 @@
-import InvoiceForm from '@/app/ui/invoices/form';
 import { notFound } from 'next/navigation';
-import { Invoice } from '@/app/lib/definitions';
-import { fetchInvoiceById } from '@/app/lib/data';
+import { fetchInvoiceById, fetchAllCustomers } from '@/app/lib/data';
+import { updateInvoice } from '@/app/lib/actions';
 
 export default async function Page({ params }: { params: { id: string } }) {
-  const id = params.id ? parseInt(params.id) : null;
-  const invoiceData = await fetchInvoiceById(id);
-  const invoice = invoiceData.rows[0] as Invoice;
+  const id = params.id;
+  const invoice = await fetchInvoiceById(id);
+  const customers = await fetchAllCustomers();
 
   if (!invoice) {
     notFound();
   }
 
   return (
-    <div>
-      <InvoiceForm type="edit" invoice={invoice} />
-    </div>
+    <main role="main">
+      <div className="mx-auto max-w-sm rounded-lg border px-6 py-8 shadow-sm">
+        <h2
+          className="mb-6 text-xl font-semibold text-gray-900"
+          role="heading"
+          aria-level={2}
+        >
+          Edit Invoice
+        </h2>
+        <form action={updateInvoice}>
+          <input type="hidden" name="id" value={id} />
+          {/* Customer selection */}
+          <div className="mb-4" role="group">
+            <label
+              htmlFor="customer"
+              className="mb-2 block text-sm font-semibold"
+            >
+              Customer
+            </label>
+            <select
+              id="customer"
+              name="customerId"
+              className="block w-full rounded-md border-0 py-1.5 pl-3 text-sm ring-1 ring-inset ring-gray-200 placeholder:text-gray-200 focus:ring-blue-200"
+              defaultValue={invoice.name}
+              aria-label="Select Customer"
+            >
+              {customers.map((customer) => (
+                <option key={customer.id} value={customer.id}>
+                  {customer.name}
+                </option>
+              ))}
+            </select>
+          </div>
+
+          {/* Invoice amount */}
+          <div className="mb-4" role="group">
+            <label className="mb-2 block text-sm font-semibold">Amount</label>
+            <div className="relative mt-2 rounded-md shadow-sm">
+              <div className="pointer-events-none absolute inset-y-0 left-0 flex items-center pl-3">
+                <span className="text-gray-600 sm:text-sm" aria-hidden="true">
+                  $
+                </span>
+              </div>
+              <input
+                name="amount"
+                type="number"
+                step="0.01"
+                defaultValue={invoice.amount}
+                placeholder="00.00"
+                className="block w-full rounded-md border-0 py-1.5 pl-7 text-sm leading-6 ring-1 ring-inset ring-gray-200 placeholder:text-gray-400 focus:ring-blue-200"
+                aria-label="Enter Amount"
+              />
+            </div>
+          </div>
+
+          {/* Invoice status */}
+          <div className="mb-4" role="group">
+            <label
+              className="mb-2 block text-sm font-semibold"
+              htmlFor="status"
+            >
+              Status
+            </label>
+            <select
+              id="status"
+              name="status"
+              className="block w-full rounded-md border-0 py-1.5 pl-3 text-sm ring-1 ring-inset ring-gray-200 placeholder:text-gray-200 focus:ring-blue-200"
+              defaultValue={invoice.status}
+              aria-label="Select Status"
+            >
+              <option value="pending">Pending</option>
+              <option value="paid">Paid</option>
+            </select>
+          </div>
+
+          {/* Submit button */}
+          <button
+            type="submit"
+            className="rounded-md bg-blue-500 px-4 py-2 text-center text-sm font-semibold text-white hover:bg-blue-600 focus:ring-2 focus:ring-blue-500 focus:ring-offset-2"
+            aria-label="Update Invoice"
+          >
+            Update Invoice
+          </button>
+        </form>
+      </div>
+    </main>
   );
 }
diff --git a/dashboard/15-final/app/dashboard/invoices/create/page.tsx b/dashboard/15-final/app/dashboard/invoices/create/page.tsx
index 180ecc0..b614b18 100644
--- a/dashboard/15-final/app/dashboard/invoices/create/page.tsx
+++ b/dashboard/15-final/app/dashboard/invoices/create/page.tsx
@@ -1,5 +1,101 @@
-import InvoiceForm from '@/app/ui/invoices/form';
+import { createInvoice } from '@/app/lib/actions';
+import { fetchAllCustomers } from '@/app/lib/data';
 
-export default function Page() {
-  return <InvoiceForm type="new" />;
+export default async function Page() {
+  const customers = await fetchAllCustomers();
+
+  return (
+    <div className="mx-auto max-w-sm rounded-lg border px-6 py-8 shadow-sm">
+      <h2 className="mb-6 text-xl font-semibold text-gray-900">
+        Create Invoice
+      </h2>
+
+      <form action={createInvoice}>
+        {/* Customer */}
+        <div className="mb-4">
+          <label
+            htmlFor="customer"
+            className="mb-2 block text-sm font-semibold"
+            aria-label="Select Customer"
+          >
+            Customer
+          </label>
+          <select
+            id="customer"
+            name="customerId"
+            className="block w-full rounded-md border-0 py-1.5 pl-3 text-sm ring-1 ring-inset ring-gray-200 placeholder:text-gray-200"
+            defaultValue=""
+            aria-label="Select Customer"
+            aria-required="true"
+            required
+          >
+            <option value="" disabled>
+              Select a customer
+            </option>
+            {customers.map((customer) => (
+              <option key={customer.id} value={customer.id}>
+                {customer.name}
+              </option>
+            ))}
+          </select>
+        </div>
+
+        {/* Amount */}
+        <div className="mb-4">
+          <label
+            className="mb-2 block text-sm font-semibold"
+            htmlFor="amount"
+            id="amount-label"
+          >
+            Amount
+          </label>
+          <div className="relative mt-2 rounded-md shadow-sm">
+            <div className="pointer-events-none absolute inset-y-0 left-0 flex items-center pl-3">
+              <span className="text-gray-600 sm:text-sm" aria-hidden="true">
+                $
+              </span>
+            </div>
+            <input
+              id="amount"
+              name="amount"
+              type="number"
+              step="0.01"
+              placeholder="00.00"
+              className="block w-full rounded-md border-0 py-1.5 pl-7 text-sm leading-6 ring-1 ring-inset ring-gray-200 placeholder:text-gray-400"
+              aria-describedby="amount-label"
+            />
+          </div>
+        </div>
+
+        {/* Invoice Status */}
+        <div className="mb-4">
+          <label
+            className="mb-2 block text-sm font-semibold"
+            htmlFor="status"
+            id="status-label"
+          >
+            Status
+          </label>
+          <select
+            id="status"
+            name="status"
+            className="block w-full rounded-md border-0 py-1.5 pl-3 text-sm ring-1 ring-inset ring-gray-200 placeholder:text-gray-200"
+            defaultValue="pending"
+            aria-describedby="status-label"
+          >
+            <option value="pending">Pending</option>
+            <option value="paid">Paid</option>
+          </select>
+        </div>
+
+        {/* Submit Button */}
+        <button
+          type="submit"
+          className="rounded-md bg-blue-500 px-4 py-2 text-center text-sm font-semibold text-white hover:bg-blue-600 focus:border-blue-700 focus:outline-none focus:ring focus:ring-blue-200"
+        >
+          Create
+        </button>
+      </form>
+    </div>
+  );
 }
diff --git a/dashboard/15-final/app/dashboard/invoices/page.tsx b/dashboard/15-final/app/dashboard/invoices/page.tsx
index aee73a3..c6de907 100644
--- a/dashboard/15-final/app/dashboard/invoices/page.tsx
+++ b/dashboard/15-final/app/dashboard/invoices/page.tsx
@@ -1,16 +1,38 @@
-import InvoicesTable from '@/app/ui/invoices/table';
+import Pagination from '@/app/ui/invoices/pagination';
+import Search from '@/app/ui/invoices/search';
+import { CreateInvoice } from '@/app/ui/invoices/buttons';
+import Table from '@/app/ui/invoices/table';
+import { fetchFilteredInvoices } from '@/app/lib/data';
 
-export default function Page({
+export default async function Page({
   searchParams,
 }: {
-  searchParams: {
-    query: string;
-    page: string;
-  };
+  searchParams:
+    | {
+        query: string | undefined;
+        page: string | undefined;
+      }
+    | undefined;
 }) {
+  const query = searchParams?.query || '';
+  const currentPage = query ? 1 : Number(searchParams?.page || '1');
+
+  const { invoices, totalPages } = await fetchFilteredInvoices(
+    query,
+    currentPage,
+  );
+
   return (
-    <main>
-      <InvoicesTable searchParams={searchParams} />
-    </main>
+    <div className="w-full">
+      <div className="flex w-full items-center justify-between">
+        <h1 className="text-base font-semibold">Invoices</h1>
+        <CreateInvoice />
+      </div>
+      <div className="mt-8 flex items-center justify-between gap-2">
+        <Search />
+        <Pagination totalPages={totalPages} currentPage={currentPage} />
+      </div>
+      <Table invoices={invoices} />
+    </div>
   );
 }
diff --git a/dashboard/15-final/app/lib/actions.ts b/dashboard/15-final/app/lib/actions.ts
index 571de0f..9309a69 100644
--- a/dashboard/15-final/app/lib/actions.ts
+++ b/dashboard/15-final/app/lib/actions.ts
@@ -1,11 +1,65 @@
 'use server';
 
-export async function deleteInvoice(id: number) {
-  // TO DO: Add delete invoice logic
-  console.log('Delete invoice', id);
+import { z } from 'zod';
+import { sql } from '@vercel/postgres';
+import { revalidatePath } from 'next/cache';
+import { redirect } from 'next/navigation';
+
+const InvoiceSchema = z.object({
+  id: z.string(),
+  customerId: z.string(),
+  amount: z.coerce.number(),
+  status: z.enum(['pending', 'paid']),
+  date: z.string(),
+});
+const CreateInvoice = InvoiceSchema.omit({ id: true, date: true });
+const UpdateInvoice = InvoiceSchema.omit({ date: true });
+const DeleteInvoice = InvoiceSchema.pick({ id: true });
+
+export async function createInvoice(formData: FormData) {
+  const { customerId, amount, status } = CreateInvoice.parse({
+    customerId: formData.get('customerId'),
+    amount: formData.get('amount'),
+    status: formData.get('status'),
+  });
+
+  const amountInCents = amount * 100;
+  const date = new Date().toISOString().split('T')[0];
+
+  await sql`
+    INSERT INTO invoices (customer_id, amount, status, date)
+    VALUES (${customerId}, ${amountInCents}, ${status}, ${date})
+  `;
+
+  revalidatePath('/dashboard/invoices');
+  redirect('/dashboard/invoices');
 }
 
-export async function addOrUpdateInvoice(formData: FormData) {
-  // TO DO: Add create/update invoice logic
-  console.log('Edit Invoice');
+export async function updateInvoice(formData: FormData) {
+  const { id, customerId, amount, status } = UpdateInvoice.parse({
+    id: formData.get('id'),
+    customerId: formData.get('customerId'),
+    amount: formData.get('amount'),
+    status: formData.get('status'),
+  });
+
+  const amountInCents = amount * 100;
+
+  await sql`
+    UPDATE invoices
+    SET customer_id = ${customerId}, amount = ${amountInCents}, status = ${status}
+    WHERE id = ${id}
+  `;
+
+  revalidatePath('/dashboard/invoices');
+  redirect('/dashboard/invoices');
+}
+
+export async function deleteInvoice(formData: FormData) {
+  const { id } = DeleteInvoice.parse({
+    id: formData.get('id'),
+  });
+
+  await sql`DELETE FROM invoices WHERE id = ${id}`;
+  revalidatePath('/dashboard/invoices');
 }
diff --git a/dashboard/15-final/app/lib/data.ts b/dashboard/15-final/app/lib/data.ts
index d757cd9..bbad858 100644
--- a/dashboard/15-final/app/lib/data.ts
+++ b/dashboard/15-final/app/lib/data.ts
@@ -1,30 +1,26 @@
 import { sql } from '@vercel/postgres';
 import { formatCurrency } from './utils';
-import { Revenue, LatestInvoice } from './definitions';
+import {
+  Revenue,
+  LatestInvoice,
+  InvoicesTable,
+  CustomersTable,
+} from './definitions';
 
-export async function fetchRevenue(): Promise<Revenue[]> {
-  try {
-    const revenueData = await sql`SELECT * FROM revenue`;
-    return revenueData.rows as Revenue[];
-  } catch (error) {
-    console.error('Failed to fetch revenue data:', error);
-    throw new Error('Failed to fetch revenue data.');
-  }
-}
-
-export async function fetchRevenueDelayed(): Promise<Revenue[]> {
+export async function fetchRevenue() {
   try {
     // We artificially delay a reponse for demo purposes.
     // Don't do this in real life :)
-    console.log('Fetching revenue data...');
-    await new Promise((resolve) => setTimeout(resolve, 3000));
+    // console.log('Fetching revenue data...');
+    // await new Promise((resolve) => setTimeout(resolve, 3000));
 
-    const revenueData = await sql`SELECT * FROM revenue`;
-    console.log('Data fetch complete after 3 seconds.');
+    const data = await sql`SELECT * FROM revenue`;
 
-    return revenueData.rows as Revenue[];
+    // console.log('Data fetch complete after 3 seconds.');
+
+    return data.rows as Revenue[];
   } catch (error) {
-    console.error('Failed to fetch revenue data:', error);
+    console.error('Database Error:', error);
     throw new Error('Failed to fetch revenue data.');
   }
 }
@@ -39,23 +35,23 @@ export async function fetchCounts() {
 
     return { numberOfCustomers, numberOfInvoices };
   } catch (error) {
-    console.error('Failed to fetch counts:', error);
+    console.error('Database Error:', error);
     throw new Error('Failed to fetch counts.');
   }
 }
 
 export async function fetchTotalAmountByStatus() {
   try {
-    const totalAmount = await sql`SELECT 
+    const data = await sql`SELECT 
       SUM(CASE WHEN status = 'paid' THEN amount ELSE 0 END) AS "paid",
       SUM(CASE WHEN status = 'pending' THEN amount ELSE 0 END) AS "pending"
       FROM invoices`;
-    const totalPaidInvoices = formatCurrency(totalAmount.rows[0].paid);
-    const totalPendingInvoices = formatCurrency(totalAmount.rows[0].pending);
+    const totalPaidInvoices = formatCurrency(data.rows[0].paid);
+    const totalPendingInvoices = formatCurrency(data.rows[0].pending);
 
     return { totalPaidInvoices, totalPendingInvoices };
   } catch (error) {
-    console.error('Failed to fetch total amounts by status:', error);
+    console.error('Database Error:', error);
     throw new Error('Failed to fetch total amounts by status.');
   }
 }
@@ -68,65 +64,147 @@ export async function fetchLatestInvoices() {
       JOIN customers ON invoices.customer_id = customers.id
       ORDER BY invoices.date DESC
       LIMIT 5`;
+
     const latestInvoices = data.rows.map((invoice) => ({
       ...invoice,
       amount: formatCurrency(invoice.amount),
     }));
     return latestInvoices as LatestInvoice[];
   } catch (error) {
-    console.error('Failed to fetch the latest invoices:', error);
+    console.error('Database Error:', error);
     throw new Error('Failed to fetch the latest invoices.');
   }
 }
 
-export async function fetchAllInvoices() {
-  const invoicesData = await sql`SELECT * FROM invoices`;
-  return invoicesData.rows;
+export async function fetchFilteredInvoices(
+  query: string,
+  currentPage: number,
+) {
+  const itemsPerPage = 10;
+  const offset = (currentPage - 1) * itemsPerPage;
+
+  try {
+    const data = await sql`
+      SELECT
+        invoices.id,
+        invoices.amount,
+        invoices.date,
+        invoices.status,
+        customers.name, 
+        customers.email,
+        customers.image_url
+      FROM invoices
+      JOIN customers ON invoices.customer_id = customers.id
+      WHERE
+        customers.name ILIKE ${`%${query}%`} OR
+        customers.email ILIKE ${`%${query}%`} OR
+        invoices.amount::text ILIKE ${`%${query}%`} OR
+        invoices.date::text ILIKE ${`%${query}%`} OR
+        invoices.status ILIKE ${`%${query}%`}
+      ORDER BY invoices.date DESC
+      LIMIT ${itemsPerPage} OFFSET ${offset}
+    `;
+
+    const count = await sql`
+      SELECT COUNT(*)
+      FROM invoices
+      JOIN customers ON invoices.customer_id = customers.id
+      WHERE
+        customers.name ILIKE ${`%${query}%`} OR
+        customers.email ILIKE ${`%${query}%`} OR
+        invoices.amount::text ILIKE ${`%${query}%`} OR
+        invoices.date::text ILIKE ${`%${query}%`} OR
+        invoices.status ILIKE ${`%${query}%`}
+    `;
+
+    const totalRecords = Number(count.rows[0].count);
+    const totalPages = Math.ceil(totalRecords / itemsPerPage);
+
+    return {
+      invoices: data.rows as InvoicesTable[],
+      totalPages,
+    };
+  } catch (error) {
+    console.error('Database Error:', error);
+    throw new Error('Failed to fetch invoices.');
+  }
+}
+
+export async function fetchInvoiceById(id: string) {
+  try {
+    const data = await sql`
+      SELECT
+        invoices.id,
+        invoices.amount,
+        invoices.status,
+        customers.name
+      FROM invoices
+      JOIN customers ON invoices.customer_id = customers.id
+      WHERE invoices.id = ${id};
+    `;
+
+    const invoice = data.rows.map((invoice) => ({
+      ...invoice,
+      // Convert amount from cents to dollars
+      amount: invoice.amount / 100,
+    }));
+
+    return invoice[0] as {
+      id: string;
+      amount: number;
+      status: string;
+      name: string;
+    };
+  } catch (error) {
+    console.error('Database Error:', error);
+    throw new Error('Failed to fetch invoice.');
+  }
 }
 
 export async function fetchAllCustomers() {
-  const customersData = await sql`SELECT * FROM customers`;
-  return customersData.rows;
+  try {
+    const data = await sql`
+      SELECT 
+        id,
+        name
+      FROM customers
+      ORDER BY name ASC
+    `;
+
+    const customers = data.rows;
+    return customers as { id: string; name: string }[];
+  } catch (err) {
+    console.error('Database Error:', err);
+    throw new Error('Failed to fetch all customers.');
+  }
 }
 
-export async function fetchFilteredInvoices(
-  searchTerm: string,
-  currentPage: number,
-  ITEMS_PER_PAGE: number,
-) {
-  const invoicesData = await sql`
-    SELECT 
-      invoices.*, 
-      customers.name AS customer_name, 
-      customers.email AS customer_email, 
-      customers.image_url AS customer_image
-    FROM 
-      invoices
-    JOIN 
-      customers ON invoices.customer_id = customers.id
-    WHERE 
-      invoices.id::text ILIKE ${`%${searchTerm}%`} OR
-      customers.name ILIKE ${`%${searchTerm}%`} OR
-      customers.email ILIKE ${`%${searchTerm}%`} OR
-      invoices.amount::text ILIKE ${`%${searchTerm}%`} OR
-      invoices.date::text ILIKE ${`%${searchTerm}%`} OR
-      invoices.status ILIKE ${`%${searchTerm}%`}
-    LIMIT ${ITEMS_PER_PAGE}
-    OFFSET ${(currentPage - 1) * ITEMS_PER_PAGE}
-  `;
-  return invoicesData.rows;
-}
+export async function fetchCustomersTable() {
+  try {
+    const data = await sql`
+      SELECT 
+        customers.id,
+        customers.name,
+        customers.email,
+        customers.image_url,
+        COUNT(invoices.id) AS total_invoices,
+        SUM(CASE WHEN invoices.status = 'pending' THEN invoices.amount ELSE 0 END) AS total_pending, 
+        SUM(CASE WHEN invoices.status = 'paid' THEN invoices.amount ELSE 0 END) AS total_paid 
+      FROM customers 
+      LEFT JOIN invoices ON customers.id = invoices.customer_id 
+      GROUP BY customers.id, customers.name, customers.email, customers.image_url  
+      ORDER BY customers.name ASC
+    `;
 
-export async function fetchInvoiceCountBySearchTerm(searchTerm: string) {
-  const { rows: countRows } = await sql`
-  SELECT COUNT(*) 
-  FROM invoices 
-  LEFT JOIN customers ON invoices.customer_id = customers.id 
-  WHERE (invoices.id::text ILIKE ${`%${searchTerm}%`} OR customers.name ILIKE ${`%${searchTerm}%`} OR customers.email ILIKE ${`%${searchTerm}%`})
-`;
-  return countRows[0].count;
-}
+    const customers = data.rows.map((customer) => ({
+      ...customer,
+      total_pending: formatCurrency(customer.total_pending),
+      total_paid: formatCurrency(customer.total_paid),
+    }));
 
-export async function fetchInvoiceById(id: number | null) {
-  return await sql`SELECT * from INVOICES where id=${id}`;
+    return customers as CustomersTable[];
+  } catch (err) {
+    console.error('Database Error:', err);
+    throw new Error('Failed to fetch customer table.');
+  }
 }
diff --git a/dashboard/15-final/app/lib/definitions.ts b/dashboard/15-final/app/lib/definitions.ts
index 84eb7cc..a9351b1 100644
--- a/dashboard/15-final/app/lib/definitions.ts
+++ b/dashboard/15-final/app/lib/definitions.ts
@@ -1,6 +1,5 @@
 // This file contains type definitions for you data.
 // These describe the shape of the data, and what data type each property should accept.
-
 export type User = {
   id: number;
   name: string;
@@ -9,31 +8,52 @@ export type User = {
 };
 
 export type Customer = {
-  id: number;
+  id: string;
   name: string;
   email: string;
   image_url: string;
 };
 
 export type Invoice = {
-  id: number;
-  customer_id: number;
+  id: string;
+  customer_id: string;
   amount: number;
+  date: string;
   // In TypeScript, this is called a string union type.
   // It means that the "status" property can only be one of the two strings: 'pending' or 'paid'.
   status: 'pending' | 'paid';
-  date: string;
-};
-
-export type LatestInvoice = {
-  id: number;
-  name: string;
-  image_url: string;
-  email: string;
-  amount: string;
 };
 
 export type Revenue = {
   month: string;
   revenue: number;
 };
+
+export type LatestInvoice = {
+  id: string;
+  name: string;
+  image_url: string;
+  email: string;
+  amount: string;
+};
+
+export type InvoicesTable = {
+  id: string;
+  customer_id: string;
+  name: string;
+  email: string;
+  image_url: string;
+  date: string;
+  amount: number;
+  status: 'pending' | 'paid';
+};
+
+export type CustomersTable = {
+  id: string;
+  name: string;
+  email: string;
+  image_url: string;
+  total_invoices: number;
+  total_pending: string;
+  total_paid: string;
+};
diff --git a/dashboard/15-final/app/lib/dummy-data.js b/dashboard/15-final/app/lib/dummy-data.js
index 38a7c89..7cfa132 100644
--- a/dashboard/15-final/app/lib/dummy-data.js
+++ b/dashboard/15-final/app/lib/dummy-data.js
@@ -10,25 +10,25 @@ const users = [
 
 const customers = [
   {
-    id: 1,
+    id: '93980f8c-a5e4-484c-a469-2d12ca8fdde3',
     name: 'Ada Lovelace',
     email: 'ada@lovelace.com',
     image_url: '/customers/ada-lovelace.png',
   },
   {
-    id: 2,
+    id: 'e53120f8-0301-437b-924a-0288f4ec6040',
     name: 'Grace Hopper',
     email: 'grace@hopper.com',
     image_url: '/customers/grace-hopper.png',
   },
   {
-    id: 3,
+    id: '030fab4c-18d7-4ed2-814c-4171cc67bca8',
     name: 'Hedy Lammar',
     email: 'hedy@lammar.com',
     image_url: '/customers/hedy-lammar.png',
   },
   {
-    id: 4,
+    id: '3958dc9e-737f-4377-85e9-fec4b6a6442a',
     name: 'Margaret Hamilton',
     email: 'margaret@hamilton.com',
     image_url: '/customers/margaret-hamilton.png',
@@ -37,106 +37,91 @@ const customers = [
 
 const invoices = [
   {
-    id: 1,
-    customer_id: 1,
+    customer_id: customers[0].id,
     amount: 15795,
     status: 'pending',
-    date: '2023-12-06',
+    date: '2022-12-06',
   },
   {
-    id: 2,
-    customer_id: 2,
+    customer_id: customers[1].id,
     amount: 20348,
     status: 'pending',
-    date: '2023-11-14',
+    date: '2022-11-14',
   },
   {
-    id: 3,
-    customer_id: 3,
+    customer_id: customers[2].id,
     amount: 3040,
     status: 'paid',
-    date: '2023-10-29',
+    date: '2022-10-29',
   },
   {
-    id: 4,
-    customer_id: 4,
+    customer_id: customers[3].id,
     amount: 44800,
     status: 'paid',
     date: '2023-09-10',
   },
   {
-    id: 5,
-    customer_id: 1,
+    customer_id: customers[0].id,
     amount: 34577,
     status: 'pending',
     date: '2023-08-05',
   },
   {
-    id: 6,
-    customer_id: 2,
+    customer_id: customers[1].id,
     amount: 54246,
     status: 'pending',
     date: '2023-07-16',
   },
   {
-    id: 7,
-    customer_id: 3,
+    customer_id: customers[2].id,
     amount: 8945,
     status: 'pending',
     date: '2023-06-27',
   },
   {
-    id: 8,
-    customer_id: 4,
+    customer_id: customers[3].id,
     amount: 32545,
     status: 'paid',
     date: '2023-06-09',
   },
   {
-    id: 9,
-    customer_id: 3,
+    customer_id: customers[2].id,
     amount: 1250,
     status: 'paid',
     date: '2023-06-17',
   },
   {
-    id: 10,
-    customer_id: 1,
+    customer_id: customers[0].id,
     amount: 8945,
     status: 'paid',
     date: '2023-06-07',
   },
   {
-    id: 11,
-    customer_id: 2,
+    customer_id: customers[1].id,
     amount: 500,
     status: 'paid',
     date: '2023-08-19',
   },
   {
-    id: 12,
-    customer_id: 3,
+    customer_id: customers[2].id,
     amount: 8945,
     status: 'paid',
     date: '2023-06-03',
   },
   {
-    id: 13,
-    customer_id: 3,
+    customer_id: customers[2].id,
     amount: 8945,
     status: 'paid',
     date: '2023-06-18',
   },
   {
-    id: 14,
-    customer_id: 4,
+    customer_id: customers[3].id,
     amount: 8945,
     status: 'paid',
     date: '2023-10-04',
   },
   {
-    id: 15,
-    customer_id: 3,
+    customer_id: customers[2].id,
     amount: 1000,
     status: 'paid',
     date: '2022-06-05',
diff --git a/dashboard/15-final/app/lib/utils.ts b/dashboard/15-final/app/lib/utils.ts
index b694c1a..4dce958 100644
--- a/dashboard/15-final/app/lib/utils.ts
+++ b/dashboard/15-final/app/lib/utils.ts
@@ -1,4 +1,4 @@
-import { Invoice, Revenue, Customer } from './definitions';
+import { Revenue } from './definitions';
 
 export const formatCurrency = (amount: number) => {
   return (amount / 100).toLocaleString('en-US', {
@@ -21,72 +21,6 @@ export const formatDateToLocal = (
   return formatter.format(date);
 };
 
-export function findLatestInvoices(invoices: Invoice[], customers: Customer[]) {
-  // Sort the invoices by date in descending order and take the top 5
-  const latestInvoices = [...invoices]
-    .sort((a, b) => new Date(b.date).getTime() - new Date(a.date).getTime())
-    .slice(0, 5);
-
-  // Find corresponding customers for the latest 5 invoices
-  const latestInvoicesWithCustomerInfo = latestInvoices.map((invoice) => {
-    const customer = customers.find(
-      (customer) => customer.id === invoice.customer_id,
-    );
-
-    // Format the amount to USD
-    const formattedAmount = invoice.amount.toLocaleString('en-US', {
-      style: 'currency',
-      currency: 'USD',
-    });
-
-    return {
-      id: invoice.id,
-      name: customer?.name,
-      image_url: customer?.image_url,
-      email: customer?.email,
-      amount: formattedAmount,
-    };
-  });
-
-  return latestInvoicesWithCustomerInfo;
-}
-
-export const calculateInvoicesByStatus = (
-  invoices: Invoice[],
-  status: 'pending' | 'paid',
-) => {
-  return invoices
-    .filter((invoice) => !status || invoice.status === status)
-    .reduce((total, invoice) => total + invoice.amount / 100, 0)
-    .toLocaleString('en-US', {
-      style: 'currency',
-      currency: 'USD',
-    });
-};
-
-export const calculateCustomerInvoices = (
-  invoices: Invoice[],
-  status: 'pending' | 'paid',
-  customerId: number,
-) => {
-  return invoices
-    .filter((invoice) => invoice.customer_id === customerId)
-    .filter((invoice) => !status || invoice.status === status)
-    .reduce((total, invoice) => total + invoice.amount / 100, 0)
-    .toLocaleString('en-US', {
-      style: 'currency',
-      currency: 'USD',
-    });
-};
-
-export const countCustomerInvoices = (
-  invoices: Invoice[],
-  customerId: number,
-) => {
-  return invoices.filter((invoice) => invoice.customer_id === customerId)
-    .length;
-};
-
 export const generateYAxis = (revenue: Revenue[]) => {
   // Calculate what labels we need to display on the y-axis
   // based on highest record and in 1000s
diff --git a/dashboard/15-final/app/page.tsx b/dashboard/15-final/app/page.tsx
index 7b32325..5af9f87 100644
--- a/dashboard/15-final/app/page.tsx
+++ b/dashboard/15-final/app/page.tsx
@@ -21,7 +21,7 @@ export default function Page() {
         </a>
       </div>
       <div className="w-full sm:w-1/2">
-        <Image src={HeroImage} alt="Dashboard Hero Image" placeholder="blur" />
+        <Image src={HeroImage} alt="Dashboard Hero Image" />
       </div>
     </main>
   );
diff --git a/dashboard/15-final/app/ui/customers/table.tsx b/dashboard/15-final/app/ui/customers/table.tsx
index a8864ff..2090efb 100644
--- a/dashboard/15-final/app/ui/customers/table.tsx
+++ b/dashboard/15-final/app/ui/customers/table.tsx
@@ -1,14 +1,8 @@
-import {
-  countCustomerInvoices,
-  calculateCustomerInvoices,
-} from '@/app/lib/utils';
-import { Customer, Invoice } from '@/app/lib/definitions';
-import { fetchAllCustomers, fetchAllInvoices } from '@/app/lib/data';
+import { fetchCustomersTable } from '@/app/lib/data';
 import Image from 'next/image';
 
 export default async function CustomersTable() {
-  const invoices = (await fetchAllInvoices()) as Invoice[];
-  const customers = (await fetchAllCustomers()) as Customer[];
+  const customers = await fetchCustomersTable();
 
   return (
     <div className="w-full">
@@ -22,19 +16,19 @@ export default async function CustomersTable() {
               <table className="min-w-full divide-y divide-gray-300">
                 <thead className="bg-gray-50 text-left text-sm">
                   <tr>
-                    <th scope="col" className="px-3.5 py-3.5  sm:pl-6">
+                    <th scope="col" className="px-4 py-4 sm:pl-6">
                       Name
                     </th>
-                    <th scope="col" className="px-3 py-3.5 font-semibold">
+                    <th scope="col" className="px-4 py-4 font-semibold">
                       Email
                     </th>
-                    <th scope="col" className="px-3 py-3.5 font-semibold">
+                    <th scope="col" className="px-4 py-4 font-semibold">
                       Total Invoices
                     </th>
-                    <th scope="col" className="px-3 py-3.5 font-semibold">
+                    <th scope="col" className="px-4 py-4 font-semibold">
                       Total Pending
                     </th>
-                    <th scope="col" className="px-3 py-3.5 font-semibold">
+                    <th scope="col" className="px-4 py-4 font-semibold">
                       Total Paid
                     </th>
                   </tr>
@@ -55,25 +49,17 @@ export default async function CustomersTable() {
                           <p>{customer.name}</p>
                         </div>
                       </td>
-                      <td className="whitespace-nowrap px-3 py-4 text-sm">
+                      <td className="whitespace-nowrap px-4 py-4 text-sm">
                         {customer.email}
                       </td>
-                      <td className="whitespace-nowrap px-3 py-4 text-sm">
-                        {countCustomerInvoices(invoices, customer.id)}
+                      <td className="whitespace-nowrap px-4 py-4 text-sm">
+                        {customer.total_invoices}
                       </td>
-                      <td className="whitespace-nowrap px-3 py-4 text-sm">
-                        {calculateCustomerInvoices(
-                          invoices,
-                          'pending',
-                          customer.id,
-                        )}
+                      <td className="whitespace-nowrap px-4 py-4 text-sm">
+                        {customer.total_pending}
                       </td>
-                      <td className="whitespace-nowrap px-3 py-4 text-sm">
-                        {calculateCustomerInvoices(
-                          invoices,
-                          'paid',
-                          customer.id,
-                        )}
+                      <td className="whitespace-nowrap px-4 py-4 text-sm">
+                        {customer.total_paid}
                       </td>
                     </tr>
                   ))}
diff --git a/dashboard/15-final/app/ui/dashboard/revenue-chart.tsx b/dashboard/15-final/app/ui/dashboard/revenue-chart.tsx
index 9a3100b..5ce138b 100644
--- a/dashboard/15-final/app/ui/dashboard/revenue-chart.tsx
+++ b/dashboard/15-final/app/ui/dashboard/revenue-chart.tsx
@@ -1,5 +1,5 @@
 import { generateYAxis } from '@/app/lib/utils';
-import { fetchRevenueDelayed } from '@/app/lib/data';
+import { fetchRevenue } from '@/app/lib/data';
 
 // This component is representational only.
 // For data visualization UI, check out:
@@ -8,7 +8,7 @@ import { fetchRevenueDelayed } from '@/app/lib/data';
 // https://airbnb.io/visx/
 
 export default async function RevenueChart() {
-  const revenue = await fetchRevenueDelayed();
+  const revenue = await fetchRevenue();
 
   const chartHeight = 350;
   const { yAxisLabels, topLabel } = generateYAxis(revenue);
diff --git a/dashboard/15-final/app/ui/invoices/add-button.tsx b/dashboard/15-final/app/ui/invoices/add-button.tsx
deleted file mode 100644
index 7113cd1..0000000
--- a/dashboard/15-final/app/ui/invoices/add-button.tsx
+++ /dev/null
@@ -1,11 +0,0 @@
-import Link from 'next/link';
-export default function AddInvoice() {
-  return (
-    <Link
-      href="/dashboard/invoices/create"
-      className="block rounded-md bg-blue-600 px-3 py-2 text-center text-sm font-semibold text-white shadow-sm hover:bg-blue-500 focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-blue-600"
-    >
-      Add Invoice
-    </Link>
-  );
-}
diff --git a/dashboard/15-final/app/ui/invoices/buttons.tsx b/dashboard/15-final/app/ui/invoices/buttons.tsx
new file mode 100644
index 0000000..7f136bf
--- /dev/null
+++ b/dashboard/15-final/app/ui/invoices/buttons.tsx
@@ -0,0 +1,32 @@
+import { PencilSquareIcon, TrashIcon } from '@heroicons/react/24/outline';
+import Link from 'next/link';
+import { deleteInvoice } from '@/app/lib/actions';
+
+export function CreateInvoice() {
+  return (
+    <button className="block rounded-md bg-blue-600 px-3 py-2 text-center text-sm font-semibold text-white shadow-sm hover:bg-blue-500 focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-blue-600">
+      <Link href="/dashboard/invoices/create">Create Invoice</Link>
+    </button>
+  );
+}
+
+export function UpdateInvoice({ id }: { id: string }) {
+  return (
+    <button className="rounded-md border p-1">
+      <Link href={`/dashboard/invoices/${id}/edit`}>
+        <PencilSquareIcon className="w-4" />
+      </Link>
+    </button>
+  );
+}
+
+export function DeleteInvoice({ id }: { id: string }) {
+  return (
+    <form action={deleteInvoice}>
+      <input type="hidden" name="id" value={id} />
+      <button className="rounded-md border p-1">
+        <TrashIcon className="w-4" />
+      </button>
+    </form>
+  );
+}
diff --git a/dashboard/15-final/app/ui/invoices/delete-button.tsx b/dashboard/15-final/app/ui/invoices/delete-button.tsx
deleted file mode 100644
index 9b28e09..0000000
--- a/dashboard/15-final/app/ui/invoices/delete-button.tsx
+++ /dev/null
@@ -1,18 +0,0 @@
-'use client';
-
-import { TrashIcon } from '@heroicons/react/24/outline';
-import { useTransition } from 'react';
-import { deleteInvoice } from '@/app/lib/actions';
-
-export default function DeleteInvoice({ id }: { id: number }) {
-  const [isPending, startTransition] = useTransition();
-
-  return (
-    <button
-      onClick={() => startTransition(() => deleteInvoice(id))}
-      className="rounded-md border p-1"
-    >
-      <TrashIcon className="w-4" />
-    </button>
-  );
-}
diff --git a/dashboard/15-final/app/ui/invoices/edit-button.tsx b/dashboard/15-final/app/ui/invoices/edit-button.tsx
deleted file mode 100644
index a7352ec..0000000
--- a/dashboard/15-final/app/ui/invoices/edit-button.tsx
+++ /dev/null
@@ -1,12 +0,0 @@
-import { PencilSquareIcon } from '@heroicons/react/24/outline';
-import Link from 'next/link';
-export default function EditInvoice({ id }: { id: number }) {
-  return (
-    <Link
-      href={`/dashboard/invoices/${id}/edit`}
-      className="rounded-md border p-1"
-    >
-      <PencilSquareIcon className="w-4" />
-    </Link>
-  );
-}
diff --git a/dashboard/15-final/app/ui/invoices/form.tsx b/dashboard/15-final/app/ui/invoices/form.tsx
deleted file mode 100644
index 64c5774..0000000
--- a/dashboard/15-final/app/ui/invoices/form.tsx
+++ /dev/null
@@ -1,127 +0,0 @@
-'use client';
-
-import { Invoice } from '@/app/lib/definitions';
-import { customers } from '@/app/lib/dummy-data';
-import { useState, FormEvent } from 'react';
-
-// import { addOrUpdateInvoice } from "@/app/lib/actions";
-// export const dynamic = "force-dynamic";
-
-export default function InvoiceForm({
-  type,
-  invoice,
-}: {
-  type: 'new' | 'edit';
-  invoice?: Invoice;
-}) {
-  // TO DO: Replace state and handleSubmit with a Server Action
-  const customer = customers.find(
-    (customer) => customer.id === invoice?.customer_id,
-  );
-  const initialCustomer = customer ? customer.id : 0;
-  const initialAmount = invoice?.amount ? invoice.amount / 100 : 0;
-  const initialStatus = invoice?.status || 'pending';
-
-  const [selectedCustomer, setSelectedCustomer] = useState(initialCustomer);
-  const [amount, setAmount] = useState<number>(initialAmount);
-  const [status, setStatus] = useState<'pending' | 'paid'>(initialStatus);
-
-  const handleSubmit = (e: FormEvent<HTMLFormElement>) => {
-    e.preventDefault();
-
-    if (selectedCustomer && amount) {
-      const newInvoice: Invoice = {
-        customer_id: selectedCustomer,
-        amount: amount * 100, // Convert to cents
-
-        // These would be generated on the server
-        id: 1, // Record ID will be automatically incremented
-        status: status, // Default status for a new invoice
-        date: new Date().toISOString().split('T')[0],
-      };
-
-      // TODO: Add this invoice to the database
-      console.log('New Invoice:', newInvoice);
-    }
-  };
-
-  return (
-    <div className="mx-auto max-w-sm rounded-lg border px-6 py-8 shadow-sm">
-      <h2 className="mb-6 text-xl font-semibold text-gray-900">
-        {type === 'new' ? 'New Invoice' : 'Edit Invoice'}
-      </h2>
-      <form onSubmit={handleSubmit}>
-        <div className="mb-4">
-          <label
-            htmlFor="customer"
-            className="mb-2 block text-sm font-semibold"
-          >
-            Customer
-          </label>
-
-          <select
-            id="customer"
-            onChange={(e) => setSelectedCustomer(Number(e.target.value))}
-            className="block w-full rounded-md border-0 py-1.5 pl-3 text-sm ring-1 ring-inset ring-gray-200 placeholder:text-gray-200"
-            value={selectedCustomer}
-          >
-            {customers.map((customer) => (
-              <option key={customer.id} value={customer.id}>
-                {customer.name}
-              </option>
-            ))}
-          </select>
-        </div>
-
-        <div className="mb-4">
-          <label className="mb-2 block text-sm font-semibold">Amount</label>
-          <div className="relative mt-2 rounded-md shadow-sm">
-            <div className="pointer-events-none absolute inset-y-0 left-0 flex items-center pl-3">
-              <span className="text-gray-600 sm:text-sm">$</span>
-            </div>
-            <input
-              type="number"
-              value={amount}
-              placeholder="00.00"
-              onChange={(e) => setAmount(Number(e.target.value))}
-              className="block w-full rounded-md border-0 py-1.5 pl-7 text-sm leading-6 ring-1 ring-inset ring-gray-200 placeholder:text-gray-400"
-            />
-          </div>
-        </div>
-
-        {type === 'edit' ? (
-          <div className="mb-4">
-            <label
-              className="mb-2 block text-sm font-semibold"
-              htmlFor="status"
-            >
-              Status
-            </label>
-            <select
-              id="status"
-              className="block w-full rounded-md border-0 py-1.5 pl-3 text-sm ring-1 ring-inset ring-gray-200 placeholder:text-gray-200"
-              onChange={(e) => {
-                const value = e.target.value;
-
-                if (value === 'paid' || value === 'pending') {
-                  setStatus(value);
-                }
-              }}
-              value={status}
-            >
-              <option value="pending">Pending</option>
-              <option value="paid">Paid</option>
-            </select>
-          </div>
-        ) : null}
-
-        <button
-          type="submit"
-          className="rounded-md bg-blue-500 px-4 py-2 text-center text-sm font-semibold text-white hover:bg-blue-600"
-        >
-          Create Invoice
-        </button>
-      </form>
-    </div>
-  );
-}
diff --git a/dashboard/15-final/app/ui/invoices/pagination.tsx b/dashboard/15-final/app/ui/invoices/pagination.tsx
index fd5e8d5..ead1406 100644
--- a/dashboard/15-final/app/ui/invoices/pagination.tsx
+++ b/dashboard/15-final/app/ui/invoices/pagination.tsx
@@ -1,33 +1,30 @@
 'use client';
 
 import { ChevronLeftIcon, ChevronRightIcon } from '@heroicons/react/24/outline';
-import { usePathname } from 'next/navigation';
+import { usePathname, useSearchParams } from 'next/navigation';
 import clsx from 'clsx';
 import Link from 'next/link';
-import { useEffect } from 'react';
-import { useRouter } from 'next/navigation';
 
-export default function PaginationButtons({
-  totalPages,
+export default function Pagination({
   currentPage,
-  searchParams,
+  totalPages,
 }: {
-  totalPages: number;
   currentPage: number;
-  searchParams: { query: string; page: string };
+  totalPages: number;
 }) {
   const pathname = usePathname();
-  const pageNumbers = Array.from({ length: totalPages }, (_, i) => i + 1);
-
-  const createPageUrl = (pageNumber: number) => {
-    const newSearchParams = new URLSearchParams(searchParams.toString());
-    newSearchParams.set('page', pageNumber.toString());
-    return `${pathname}?${newSearchParams.toString()}`;
-  };
+  const searchParams = useSearchParams();
 
+  const allPages = Array.from({ length: totalPages }, (_, i) => i + 1);
   const PreviousPageTag = currentPage === 1 ? 'p' : Link;
   const NextPageTag = currentPage === totalPages ? 'p' : Link;
 
+  const createPageUrl = (pageNumber: number) => {
+    const params = new URLSearchParams(searchParams);
+    params.set('page', pageNumber.toString());
+    return `${pathname}?${params.toString()}`;
+  };
+
   return (
     <div className="inline-flex -space-x-px">
       <PreviousPageTag
@@ -41,7 +38,7 @@ export default function PaginationButtons({
       >
         <ChevronLeftIcon className="w-4" />
       </PreviousPageTag>
-      {pageNumbers.map((page) => {
+      {allPages.map((page) => {
         const PageTag = page === currentPage ? 'p' : Link;
         return (
           <PageTag
diff --git a/dashboard/15-final/app/ui/invoices/search.tsx b/dashboard/15-final/app/ui/invoices/search.tsx
index d6e6584..a09b2cf 100644
--- a/dashboard/15-final/app/ui/invoices/search.tsx
+++ b/dashboard/15-final/app/ui/invoices/search.tsx
@@ -1,17 +1,17 @@
 'use client';
 
 import { MagnifyingGlassIcon } from '@heroicons/react/24/outline';
-import { usePathname, useRouter } from 'next/navigation';
+import { usePathname, useRouter, useSearchParams } from 'next/navigation';
+import { useDebouncedCallback } from 'use-debounce';
 
-export default function Search({
-  searchParams,
-}: {
-  searchParams: { query: string; page: string };
-}) {
+export default function Search() {
+  const searchParams = useSearchParams();
   const { replace } = useRouter();
   const pathname = usePathname();
 
-  function handleSearch(term: string) {
+  const handleSearch = useDebouncedCallback((term) => {
+    console.log(`Searching... ${term}`);
+
     const params = new URLSearchParams(searchParams);
     if (term) {
       params.set('query', term);
@@ -19,7 +19,7 @@ export default function Search({
       params.delete('query');
     }
     replace(`${pathname}?${params.toString()}`);
-  }
+  }, 300);
 
   return (
     <div className="relative max-w-md flex-grow">
@@ -31,11 +31,11 @@ export default function Search({
         <input
           type="text"
           placeholder="Search..."
-          value={searchParams.query || ''}
+          className="absolute inset-0 w-full rounded-md border border-gray-300 bg-transparent p-2 pl-8 text-sm"
           onChange={(e) => {
             handleSearch(e.target.value);
           }}
-          className="absolute inset-0 w-full rounded-md border border-gray-300 bg-transparent p-2 pl-8 text-sm"
+          defaultValue={searchParams.get('query')?.toString()}
         />
       </div>
     </div>
diff --git a/dashboard/15-final/app/ui/invoices/table.tsx b/dashboard/15-final/app/ui/invoices/table.tsx
index f8ea07a..ffba16d 100644
--- a/dashboard/15-final/app/ui/invoices/table.tsx
+++ b/dashboard/15-final/app/ui/invoices/table.tsx
@@ -1,126 +1,77 @@
 import Image from 'next/image';
-import DeleteInvoice from '@/app/ui/invoices/delete-button';
-import EditInvoice from '@/app/ui/invoices/edit-button';
-import AddInvoice from '@/app/ui/invoices/add-button';
-import Search from '@/app/ui/invoices/search';
-import PaginationButtons from '@/app/ui/invoices/pagination';
+import { UpdateInvoice, DeleteInvoice } from '@/app/ui/invoices/buttons';
 import InvoiceStatus from '@/app/ui/invoices/status';
-import {
-  fetchFilteredInvoices,
-  fetchInvoiceCountBySearchTerm,
-} from '@/app/lib/data';
 import { formatDateToLocal, formatCurrency } from '@/app/lib/utils';
+import { InvoicesTable } from '@/app/lib/definitions';
 
 export default async function InvoicesTable({
-  searchParams,
+  invoices,
 }: {
-  searchParams: {
-    query: string;
-    page: string;
-  };
+  invoices: InvoicesTable[];
 }) {
-  const ITEMS_PER_PAGE = 10;
-  const searchTerm = searchParams.query ?? '';
-  let currentPage = 1;
-  if (!searchTerm) {
-    currentPage = parseInt(searchParams.page ?? '1');
-  }
-
-  const invoices = await fetchFilteredInvoices(
-    searchTerm,
-    currentPage,
-    ITEMS_PER_PAGE,
-  );
-
-  const totalCount = await fetchInvoiceCountBySearchTerm(searchTerm);
-  const totalPages = Math.ceil(totalCount / ITEMS_PER_PAGE);
-
   return (
-    <div className="w-full">
-      <div className="flex w-full items-center justify-between">
-        <h1 className="text-base font-semibold">Invoices</h1>
-        <AddInvoice />
-      </div>
-      <div className="mt-8 flex items-center justify-between gap-2">
-        <Search searchParams={searchParams} />
-        <PaginationButtons
-          searchParams={searchParams}
-          totalPages={totalPages}
-          currentPage={currentPage}
-        />
-      </div>
-      <div className="mt-4 flow-root">
-        <div className="overflow-x-auto">
-          <div className="inline-block min-w-full align-middle">
-            <div className="overflow-hidden rounded-md border">
-              <table className="min-w-full divide-y divide-gray-300">
-                <thead className="bg-gray-50 text-left text-sm">
-                  <tr>
-                    <th scope="col" className="px-3.5 py-3.5  sm:pl-6">
-                      #
-                    </th>
-                    <th scope="col" className="px-3 py-3.5 font-semibold">
-                      Customer
-                    </th>
-                    <th scope="col" className="px-3 py-3.5 font-semibold">
-                      Email
-                    </th>
-                    <th scope="col" className="px-3 py-3.5 font-semibold">
-                      Amount
-                    </th>
-                    <th scope="col" className="px-3 py-3.5 font-semibold">
-                      Date
-                    </th>
-                    <th scope="col" className="px-3 py-3.5 font-semibold">
-                      Status
-                    </th>
-                    <th
-                      scope="col"
-                      className="relative py-3.5 pl-3 pr-4 sm:pr-6"
-                    >
-                      <span className="sr-only">Edit</span>
-                    </th>
+    <div className="mt-4 flow-root">
+      <div className="overflow-x-auto">
+        <div className="inline-block min-w-full align-middle">
+          <div className="overflow-hidden rounded-md border">
+            <table className="min-w-full divide-y divide-gray-300">
+              <thead className="bg-gray-50 text-left text-sm">
+                <tr>
+                  <th scope="col" className="px-6 pr-4 font-semibold">
+                    Customer
+                  </th>
+                  <th scope="col" className="px-3 py-4 font-semibold">
+                    Email
+                  </th>
+                  <th scope="col" className="px-3 py-4 font-semibold">
+                    Amount
+                  </th>
+                  <th scope="col" className="px-3 py-4 font-semibold">
+                    Date
+                  </th>
+                  <th scope="col" className="px-3 py-4 font-semibold">
+                    Status
+                  </th>
+                  <th scope="col" className="relative py-4 pl-3 pr-6 sm:pr-6">
+                    <span className="sr-only">Edit</span>
+                  </th>
+                </tr>
+              </thead>
+              <tbody className="divide-y divide-gray-200 text-gray-500">
+                {invoices?.map((invoice) => (
+                  <tr key={invoice.id}>
+                    <td className="whitespace-nowrap px-6 py-4 text-sm">
+                      <div className="flex items-center gap-3">
+                        <Image
+                          src={invoice.image_url}
+                          className="rounded-full"
+                          alt="Customer Image"
+                          width={28}
+                          height={28}
+                        />
+                        <p>{invoice.name}</p>
+                      </div>
+                    </td>
+                    <td className="whitespace-nowrap px-3 py-4 text-sm">
+                      {invoice.email}
+                    </td>
+                    <td className="whitespace-nowrap px-3 py-4 text-sm">
+                      {formatCurrency(invoice.amount)}
+                    </td>
+                    <td className="whitespace-nowrap px-3 py-4 text-sm">
+                      {formatDateToLocal(invoice.date)}
+                    </td>
+                    <td className="whitespace-nowrap px-3 py-4 text-sm">
+                      <InvoiceStatus status={invoice.status} />
+                    </td>
+                    <td className="flex justify-end gap-2 whitespace-nowrap px-6 py-4 text-sm">
+                      <UpdateInvoice id={invoice.id} />
+                      <DeleteInvoice id={invoice.id} />
+                    </td>
                   </tr>
-                </thead>
-                <tbody className="divide-y divide-gray-200 text-gray-500">
-                  {invoices?.map((invoice) => (
-                    <tr key={invoice.id}>
-                      <td className="whitespace-nowrap py-4 pl-4 pr-3 text-sm font-medium text-black sm:pl-6">
-                        {invoice.id}
-                      </td>
-                      <td className="whitespace-nowrap px-3 py-4 text-sm">
-                        <div className="flex items-center gap-3">
-                          <Image
-                            src={`${invoice.customer_image}`}
-                            className="rounded-full"
-                            alt="Customer Image"
-                            width={28}
-                            height={28}
-                          />
-                          <p>{invoice.customer_name}</p>
-                        </div>
-                      </td>
-                      <td className="whitespace-nowrap px-3 py-4 text-sm">
-                        {invoice.customer_email}
-                      </td>
-                      <td className="whitespace-nowrap px-3 py-4 text-sm">
-                        {formatCurrency(invoice.amount)}
-                      </td>
-                      <td className="whitespace-nowrap px-3 py-4 text-sm">
-                        {formatDateToLocal(invoice.date)}
-                      </td>
-                      <td className="whitespace-nowrap px-3 py-4 text-sm">
-                        <InvoiceStatus status={invoice.status} />
-                      </td>
-                      <td className="flex justify-end gap-2 whitespace-nowrap py-4 pl-3 pr-6 text-sm">
-                        <EditInvoice id={invoice.id} />
-                        <DeleteInvoice id={invoice.id} />
-                      </td>
-                    </tr>
-                  ))}
-                </tbody>
-              </table>
-            </div>
+                ))}
+              </tbody>
+            </table>
           </div>
         </div>
       </div>
diff --git a/dashboard/15-final/app/ui/login-form.tsx b/dashboard/15-final/app/ui/login-form.tsx
index 337660b..a1daedf 100644
--- a/dashboard/15-final/app/ui/login-form.tsx
+++ b/dashboard/15-final/app/ui/login-form.tsx
@@ -13,7 +13,6 @@ import Image from 'next/image';
 export default function LoginForm() {
   const [email, setEmail] = useState('');
   const [password, setPassword] = useState('');
-
   const [error, setError] = useState('');
 
   const router = useRouter();
diff --git a/dashboard/15-final/package-lock.json b/dashboard/15-final/package-lock.json
index 5cf0526..c91b86d 100644
--- a/dashboard/15-final/package-lock.json
+++ b/dashboard/15-final/package-lock.json
@@ -1,7 +1,7 @@
 {
   "name": "15-final",
   "version": "0.1.0",
-  "lockfileVersion": 2,
+  "lockfileVersion": 3,
   "requires": true,
   "packages": {
     "": {
@@ -23,7 +23,9 @@
         "react": "18.2.0",
         "react-dom": "18.2.0",
         "tailwindcss": "3.3.3",
-        "typescript": "5.2.2"
+        "typescript": "5.2.2",
+        "use-debounce": "^9.0.4",
+        "zod": "^3.22.2"
       },
       "devDependencies": {
         "@types/bcrypt": "^5.0.0",
@@ -45,9 +47,9 @@
       }
     },
     "node_modules/@babel/runtime": {
-      "version": "7.22.15",
-      "resolved": "https://registry.npmjs.org/@babel/runtime/-/runtime-7.22.15.tgz",
-      "integrity": "sha512-T0O+aa+4w0u06iNmapipJXMV4HoUir03hpx3/YqXXhu9xim3w+dVphjFWl1OH8NbZHw5Lbm9k45drDkgq2VNNA==",
+      "version": "7.23.1",
+      "resolved": "https://registry.npmjs.org/@babel/runtime/-/runtime-7.23.1.tgz",
+      "integrity": "sha512-hC2v6p8ZSI/W0HUzh3V8C5g+NwSKzKPtJwSpTjwl0o297GP9+ZLQSkdvHz46CM3LqyoXxq+5G9komY+eSqSO0g==",
       "dependencies": {
         "regenerator-runtime": "^0.14.0"
       },
@@ -134,14 +136,14 @@
       }
     },
     "node_modules/@next/env": {
-      "version": "13.4.19",
-      "resolved": "https://registry.npmjs.org/@next/env/-/env-13.4.19.tgz",
-      "integrity": "sha512-FsAT5x0jF2kkhNkKkukhsyYOrRqtSxrEhfliniIq0bwWbuXLgyt3Gv0Ml+b91XwjwArmuP7NxCiGd++GGKdNMQ=="
+      "version": "13.5.3",
+      "resolved": "https://registry.npmjs.org/@next/env/-/env-13.5.3.tgz",
+      "integrity": "sha512-X4te86vsbjsB7iO4usY9jLPtZ827Mbx+WcwNBGUOIuswuTAKQtzsuoxc/6KLxCMvogKG795MhrR1LDhYgDvasg=="
     },
     "node_modules/@next/swc-darwin-arm64": {
-      "version": "13.4.19",
-      "resolved": "https://registry.npmjs.org/@next/swc-darwin-arm64/-/swc-darwin-arm64-13.4.19.tgz",
-      "integrity": "sha512-vv1qrjXeGbuF2mOkhkdxMDtv9np7W4mcBtaDnHU+yJG+bBwa6rYsYSCI/9Xm5+TuF5SbZbrWO6G1NfTh1TMjvQ==",
+      "version": "13.5.3",
+      "resolved": "https://registry.npmjs.org/@next/swc-darwin-arm64/-/swc-darwin-arm64-13.5.3.tgz",
+      "integrity": "sha512-6hiYNJxJmyYvvKGrVThzo4nTcqvqUTA/JvKim7Auaj33NexDqSNwN5YrrQu+QhZJCIpv2tULSHt+lf+rUflLSw==",
       "cpu": [
         "arm64"
       ],
@@ -154,9 +156,9 @@
       }
     },
     "node_modules/@next/swc-darwin-x64": {
-      "version": "13.4.19",
-      "resolved": "https://registry.npmjs.org/@next/swc-darwin-x64/-/swc-darwin-x64-13.4.19.tgz",
-      "integrity": "sha512-jyzO6wwYhx6F+7gD8ddZfuqO4TtpJdw3wyOduR4fxTUCm3aLw7YmHGYNjS0xRSYGAkLpBkH1E0RcelyId6lNsw==",
+      "version": "13.5.3",
+      "resolved": "https://registry.npmjs.org/@next/swc-darwin-x64/-/swc-darwin-x64-13.5.3.tgz",
+      "integrity": "sha512-UpBKxu2ob9scbpJyEq/xPgpdrgBgN3aLYlxyGqlYX5/KnwpJpFuIHU2lx8upQQ7L+MEmz+fA1XSgesoK92ppwQ==",
       "cpu": [
         "x64"
       ],
@@ -169,9 +171,9 @@
       }
     },
     "node_modules/@next/swc-linux-arm64-gnu": {
-      "version": "13.4.19",
-      "resolved": "https://registry.npmjs.org/@next/swc-linux-arm64-gnu/-/swc-linux-arm64-gnu-13.4.19.tgz",
-      "integrity": "sha512-vdlnIlaAEh6H+G6HrKZB9c2zJKnpPVKnA6LBwjwT2BTjxI7e0Hx30+FoWCgi50e+YO49p6oPOtesP9mXDRiiUg==",
+      "version": "13.5.3",
+      "resolved": "https://registry.npmjs.org/@next/swc-linux-arm64-gnu/-/swc-linux-arm64-gnu-13.5.3.tgz",
+      "integrity": "sha512-5AzM7Yx1Ky+oLY6pHs7tjONTF22JirDPd5Jw/3/NazJ73uGB05NqhGhB4SbeCchg7SlVYVBeRMrMSZwJwq/xoA==",
       "cpu": [
         "arm64"
       ],
@@ -184,9 +186,9 @@
       }
     },
     "node_modules/@next/swc-linux-arm64-musl": {
-      "version": "13.4.19",
-      "resolved": "https://registry.npmjs.org/@next/swc-linux-arm64-musl/-/swc-linux-arm64-musl-13.4.19.tgz",
-      "integrity": "sha512-aU0HkH2XPgxqrbNRBFb3si9Ahu/CpaR5RPmN2s9GiM9qJCiBBlZtRTiEca+DC+xRPyCThTtWYgxjWHgU7ZkyvA==",
+      "version": "13.5.3",
+      "resolved": "https://registry.npmjs.org/@next/swc-linux-arm64-musl/-/swc-linux-arm64-musl-13.5.3.tgz",
+      "integrity": "sha512-A/C1shbyUhj7wRtokmn73eBksjTM7fFQoY2v/0rTM5wehpkjQRLOXI8WJsag2uLhnZ4ii5OzR1rFPwoD9cvOgA==",
       "cpu": [
         "arm64"
       ],
@@ -199,9 +201,9 @@
       }
     },
     "node_modules/@next/swc-linux-x64-gnu": {
-      "version": "13.4.19",
-      "resolved": "https://registry.npmjs.org/@next/swc-linux-x64-gnu/-/swc-linux-x64-gnu-13.4.19.tgz",
-      "integrity": "sha512-htwOEagMa/CXNykFFeAHHvMJeqZfNQEoQvHfsA4wgg5QqGNqD5soeCer4oGlCol6NGUxknrQO6VEustcv+Md+g==",
+      "version": "13.5.3",
+      "resolved": "https://registry.npmjs.org/@next/swc-linux-x64-gnu/-/swc-linux-x64-gnu-13.5.3.tgz",
+      "integrity": "sha512-FubPuw/Boz8tKkk+5eOuDHOpk36F80rbgxlx4+xty/U71e3wZZxVYHfZXmf0IRToBn1Crb8WvLM9OYj/Ur815g==",
       "cpu": [
         "x64"
       ],
@@ -214,9 +216,9 @@
       }
     },
     "node_modules/@next/swc-linux-x64-musl": {
-      "version": "13.4.19",
-      "resolved": "https://registry.npmjs.org/@next/swc-linux-x64-musl/-/swc-linux-x64-musl-13.4.19.tgz",
-      "integrity": "sha512-4Gj4vvtbK1JH8ApWTT214b3GwUh9EKKQjY41hH/t+u55Knxi/0wesMzwQRhppK6Ddalhu0TEttbiJ+wRcoEj5Q==",
+      "version": "13.5.3",
+      "resolved": "https://registry.npmjs.org/@next/swc-linux-x64-musl/-/swc-linux-x64-musl-13.5.3.tgz",
+      "integrity": "sha512-DPw8nFuM1uEpbX47tM3wiXIR0Qa+atSzs9Q3peY1urkhofx44o7E1svnq+a5Q0r8lAcssLrwiM+OyJJgV/oj7g==",
       "cpu": [
         "x64"
       ],
@@ -229,9 +231,9 @@
       }
     },
     "node_modules/@next/swc-win32-arm64-msvc": {
-      "version": "13.4.19",
-      "resolved": "https://registry.npmjs.org/@next/swc-win32-arm64-msvc/-/swc-win32-arm64-msvc-13.4.19.tgz",
-      "integrity": "sha512-bUfDevQK4NsIAHXs3/JNgnvEY+LRyneDN788W2NYiRIIzmILjba7LaQTfihuFawZDhRtkYCv3JDC3B4TwnmRJw==",
+      "version": "13.5.3",
+      "resolved": "https://registry.npmjs.org/@next/swc-win32-arm64-msvc/-/swc-win32-arm64-msvc-13.5.3.tgz",
+      "integrity": "sha512-zBPSP8cHL51Gub/YV8UUePW7AVGukp2D8JU93IHbVDu2qmhFAn9LWXiOOLKplZQKxnIPUkJTQAJDCWBWU4UWUA==",
       "cpu": [
         "arm64"
       ],
@@ -244,9 +246,9 @@
       }
     },
     "node_modules/@next/swc-win32-ia32-msvc": {
-      "version": "13.4.19",
-      "resolved": "https://registry.npmjs.org/@next/swc-win32-ia32-msvc/-/swc-win32-ia32-msvc-13.4.19.tgz",
-      "integrity": "sha512-Y5kikILFAr81LYIFaw6j/NrOtmiM4Sf3GtOc0pn50ez2GCkr+oejYuKGcwAwq3jiTKuzF6OF4iT2INPoxRycEA==",
+      "version": "13.5.3",
+      "resolved": "https://registry.npmjs.org/@next/swc-win32-ia32-msvc/-/swc-win32-ia32-msvc-13.5.3.tgz",
+      "integrity": "sha512-ONcL/lYyGUj4W37D4I2I450SZtSenmFAvapkJQNIJhrPMhzDU/AdfLkW98NvH1D2+7FXwe7yclf3+B7v28uzBQ==",
       "cpu": [
         "ia32"
       ],
@@ -259,9 +261,9 @@
       }
     },
     "node_modules/@next/swc-win32-x64-msvc": {
-      "version": "13.4.19",
-      "resolved": "https://registry.npmjs.org/@next/swc-win32-x64-msvc/-/swc-win32-x64-msvc-13.4.19.tgz",
-      "integrity": "sha512-YzA78jBDXMYiINdPdJJwGgPNT3YqBNNGhsthsDoWHL9p24tEJn9ViQf/ZqTbwSpX/RrkPupLfuuTH2sf73JBAw==",
+      "version": "13.5.3",
+      "resolved": "https://registry.npmjs.org/@next/swc-win32-x64-msvc/-/swc-win32-x64-msvc-13.5.3.tgz",
+      "integrity": "sha512-2Vz2tYWaLqJvLcWbbTlJ5k9AN6JD7a5CN2pAeIzpbecK8ZF/yobA39cXtv6e+Z8c5UJuVOmaTldEAIxvsIux/Q==",
       "cpu": [
         "x64"
       ],
@@ -314,9 +316,9 @@
       }
     },
     "node_modules/@swc/helpers": {
-      "version": "0.5.1",
-      "resolved": "https://registry.npmjs.org/@swc/helpers/-/helpers-0.5.1.tgz",
-      "integrity": "sha512-sJ902EfIzn1Fa+qYmjdQqh8tPsoxyBz+8yBKC2HKUxyezKJFwPGOn7pv4WY6QuQW//ySQi5lJjA/ZT9sNWWNTg==",
+      "version": "0.5.2",
+      "resolved": "https://registry.npmjs.org/@swc/helpers/-/helpers-0.5.2.tgz",
+      "integrity": "sha512-E4KcWTpoLHqwPHLxidpOqQbcrZVgi0rsmmZXUle1jXmJfuIf/UWpczUJ7MZZ5tlxytgJXyp0w4PGkkeLiuIdZw==",
       "dependencies": {
         "tslib": "^2.4.0"
       }
@@ -357,9 +359,9 @@
       }
     },
     "node_modules/@types/prop-types": {
-      "version": "15.7.5",
-      "resolved": "https://registry.npmjs.org/@types/prop-types/-/prop-types-15.7.5.tgz",
-      "integrity": "sha512-JCB8C6SnDoQf0cNycqd/35A7MjcnK+ZTqE7judS6o7utxUCg6imJg3QK2qzHKszlTjcj2cn+NwMB2i96ubpj7w=="
+      "version": "15.7.7",
+      "resolved": "https://registry.npmjs.org/@types/prop-types/-/prop-types-15.7.7.tgz",
+      "integrity": "sha512-FbtmBWCcSa2J4zL781Zf1p5YUBXQomPEcep9QZCfRfQgTxz3pJWiDFLebohZ9fFntX5ibzOkSsrJ0TEew8cAog=="
     },
     "node_modules/@types/react": {
       "version": "18.2.21",
@@ -380,19 +382,19 @@
       }
     },
     "node_modules/@types/scheduler": {
-      "version": "0.16.3",
-      "resolved": "https://registry.npmjs.org/@types/scheduler/-/scheduler-0.16.3.tgz",
-      "integrity": "sha512-5cJ8CB4yAx7BH1oMvdU0Jh9lrEXyPkar6F9G/ERswkCuvP4KQZfZkSjcMbAICCpQTN4OuZn8tz0HiKv9TGZgrQ=="
+      "version": "0.16.4",
+      "resolved": "https://registry.npmjs.org/@types/scheduler/-/scheduler-0.16.4.tgz",
+      "integrity": "sha512-2L9ifAGl7wmXwP4v3pN4p2FLhD0O1qsJpvKmNin5VA8+UvNVb447UDaAEV6UdrkA+m/Xs58U1RFps44x6TFsVQ=="
     },
     "node_modules/@vercel/postgres": {
-      "version": "0.4.1",
-      "resolved": "https://registry.npmjs.org/@vercel/postgres/-/postgres-0.4.1.tgz",
-      "integrity": "sha512-rYlNnaXrr2/NWK/OodhAUyed0bomaizKKC8XXjNYv8I1K3m75oocP4IGTcBpZe76VCrHuaKW5d6jLQnuRRoNKg==",
+      "version": "0.4.2",
+      "resolved": "https://registry.npmjs.org/@vercel/postgres/-/postgres-0.4.2.tgz",
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-      "version": "8.13.0",
-      "resolved": "https://registry.npmjs.org/ws/-/ws-8.13.0.tgz",
-      "integrity": "sha512-x9vcZYTrFPC7aSIbj7sRCYo7L/Xb8Iy+pW0ng0wt2vCJv7M9HOMy0UoN3rr+IFC7hb7vXoqS+P9ktyLLLhO+LA==",
-      "requires": {}
-    },
-    "xtend": {
-      "version": "4.0.2",
-      "resolved": "https://registry.npmjs.org/xtend/-/xtend-4.0.2.tgz",
-      "integrity": "sha512-LKYU1iAXJXUgAXn9URjiu+MWhyUXHsvfp7mcuYm9dSUKK0/CjtrUwFAxD82/mCWbtLsGjFIad0wIsod4zrTAEQ=="
-    },
-    "yallist": {
-      "version": "4.0.0",
-      "resolved": "https://registry.npmjs.org/yallist/-/yallist-4.0.0.tgz",
-      "integrity": "sha512-3wdGidZyq5PB084XLES5TpOSRA3wjXAlIWMhum2kRcv/41Sn2emQ0dycQW4uZXLejwKvg6EsvbdlVL+FYEct7A=="
-    },
-    "yaml": {
-      "version": "2.3.2",
-      "resolved": "https://registry.npmjs.org/yaml/-/yaml-2.3.2.tgz",
-      "integrity": "sha512-N/lyzTPaJasoDmfV7YTrYCI0G/3ivm/9wdG0aHuheKowWQwGTsK0Eoiw6utmzAnI6pkJa0DUVygvp3spqqEKXg=="
-    },
-    "zod": {
-      "version": "3.21.4",
-      "resolved": "https://registry.npmjs.org/zod/-/zod-3.21.4.tgz",
-      "integrity": "sha512-m46AKbrzKVzOzs/DZgVnG5H55N1sv1M8qZU3A8RIKbs3mrACDNeIOeilDymVb2HdmP8uwshOCF4uJ8uM9rCqJw=="
-    }
   }
 }
diff --git a/dashboard/15-final/package.json b/dashboard/15-final/package.json
index fdafb33..805d544 100644
--- a/dashboard/15-final/package.json
+++ b/dashboard/15-final/package.json
@@ -24,7 +24,9 @@
     "react": "18.2.0",
     "react-dom": "18.2.0",
     "tailwindcss": "3.3.3",
-    "typescript": "5.2.2"
+    "typescript": "5.2.2",
+    "use-debounce": "^9.0.4",
+    "zod": "^3.22.2"
   },
   "devDependencies": {
     "@types/bcrypt": "^5.0.0",
diff --git a/dashboard/15-final/scripts/seed.js b/dashboard/15-final/scripts/seed.js
index 8e531a2..e13b3ab 100644
--- a/dashboard/15-final/scripts/seed.js
+++ b/dashboard/15-final/scripts/seed.js
@@ -47,16 +47,18 @@ async function seedUsers() {
 
 async function seedInvoices() {
   try {
+    await sql`CREATE EXTENSION IF NOT EXISTS "uuid-ossp"`;
+
     // Create the "invoices" table if it doesn't exist
     const createTable = await sql`
-      CREATE TABLE IF NOT EXISTS invoices (
-        id SERIAL PRIMARY KEY,
-        customer_id INT NOT NULL,
-        amount INT NOT NULL,
-        status VARCHAR(255) NOT NULL,
-        date DATE NOT NULL
-      );
-    `;
+    CREATE TABLE IF NOT EXISTS invoices (
+    id UUID DEFAULT uuid_generate_v4() PRIMARY KEY,
+    customer_id UUID NOT NULL,
+    amount INT NOT NULL,
+    status VARCHAR(255) NOT NULL,
+    date DATE NOT NULL
+  );
+`;
 
     console.log(`Created "invoices" table`);
 
@@ -64,8 +66,8 @@ async function seedInvoices() {
     const insertedInvoices = await Promise.all(
       invoices.map(
         (invoice) => sql`
-        INSERT INTO invoices (id, customer_id, amount, status, date)
-        VALUES (${invoice.id}, ${invoice.customer_id}, ${invoice.amount}, ${invoice.status}, ${invoice.date})
+        INSERT INTO invoices (customer_id, amount, status, date)
+        VALUES (${invoice.customer_id}, ${invoice.amount}, ${invoice.status}, ${invoice.date})
         ON CONFLICT (id) DO NOTHING;
       `,
       ),
@@ -85,10 +87,12 @@ async function seedInvoices() {
 
 async function seedCustomers() {
   try {
-    // Create the "invoices" table if it doesn't exist
+    await sql`CREATE EXTENSION IF NOT EXISTS "uuid-ossp"`;
+
+    // Create the "customers" table if it doesn't exist
     const createTable = await sql`
       CREATE TABLE IF NOT EXISTS customers (
-        id SERIAL PRIMARY KEY,
+        id UUID DEFAULT uuid_generate_v4() PRIMARY KEY,
         name VARCHAR(255) NOT NULL,
         email VARCHAR(255) NOT NULL,
         image_url VARCHAR(255) NOT NULL
diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml
index deb793f..3e08976 100644
--- a/pnpm-lock.yaml
+++ b/pnpm-lock.yaml
@@ -37,7 +37,7 @@ importers:
         version: 4.0.3
       next:
         specifier: latest
-        version: 13.5.2(@babel/core@7.22.15)(react-dom@18.2.0)(react@18.2.0)
+        version: 13.5.3(@babel/core@7.22.15)(react-dom@18.2.0)(react@18.2.0)
       react:
         specifier: 18.2.0
         version: 18.2.0
@@ -55,7 +55,7 @@ importers:
     dependencies:
       next:
         specifier: latest
-        version: 13.5.2(@babel/core@7.22.15)(react-dom@18.2.0)(react@18.2.0)
+        version: 13.5.3(@babel/core@7.22.15)(react-dom@18.2.0)(react@18.2.0)
       react:
         specifier: 18.2.0
         version: 18.2.0
@@ -73,7 +73,7 @@ importers:
         version: 4.0.3
       next:
         specifier: latest
-        version: 13.5.2(@babel/core@7.22.15)(react-dom@18.2.0)(react@18.2.0)
+        version: 13.5.3(@babel/core@7.22.15)(react-dom@18.2.0)(react@18.2.0)
       react:
         specifier: 18.2.0
         version: 18.2.0
@@ -91,7 +91,7 @@ importers:
     dependencies:
       next:
         specifier: latest
-        version: 13.5.2(@babel/core@7.22.15)(react-dom@18.2.0)(react@18.2.0)
+        version: 13.5.3(@babel/core@7.22.15)(react-dom@18.2.0)(react@18.2.0)
       react:
         specifier: 18.2.0
         version: 18.2.0
@@ -109,7 +109,7 @@ importers:
         version: 4.0.3
       next:
         specifier: latest
-        version: 13.5.2(@babel/core@7.22.15)(react-dom@18.2.0)(react@18.2.0)
+        version: 13.5.3(@babel/core@7.22.15)(react-dom@18.2.0)(react@18.2.0)
       react:
         specifier: 18.2.0
         version: 18.2.0
@@ -130,7 +130,7 @@ importers:
         version: 4.0.3
       next:
         specifier: latest
-        version: 13.5.2(@babel/core@7.22.15)(react-dom@18.2.0)(react@18.2.0)
+        version: 13.5.3(@babel/core@7.22.15)(react-dom@18.2.0)(react@18.2.0)
       react:
         specifier: 18.2.0
         version: 18.2.0
@@ -145,7 +145,7 @@ importers:
         version: 4.0.3
       next:
         specifier: latest
-        version: 13.5.2(@babel/core@7.22.15)(react-dom@18.2.0)(react@18.2.0)
+        version: 13.5.3(@babel/core@7.22.15)(react-dom@18.2.0)(react@18.2.0)
       react:
         specifier: 18.2.0
         version: 18.2.0
@@ -157,7 +157,7 @@ importers:
     dependencies:
       next:
         specifier: latest
-        version: 13.5.2(@babel/core@7.22.15)(react-dom@18.2.0)(react@18.2.0)
+        version: 13.5.3(@babel/core@7.22.15)(react-dom@18.2.0)(react@18.2.0)
       react:
         specifier: 18.2.0
         version: 18.2.0
@@ -169,7 +169,7 @@ importers:
     dependencies:
       next:
         specifier: latest
-        version: 13.5.2(@babel/core@7.22.15)(react-dom@18.2.0)(react@18.2.0)
+        version: 13.5.3(@babel/core@7.22.15)(react-dom@18.2.0)(react@18.2.0)
       react:
         specifier: 18.2.0
         version: 18.2.0
@@ -242,10 +242,10 @@ importers:
         version: 2.0.0
       next:
         specifier: ^13.4.19
-        version: 13.5.2(@babel/core@7.22.15)(react-dom@18.2.0)(react@18.2.0)
+        version: 13.5.3(@babel/core@7.22.15)(react-dom@18.2.0)(react@18.2.0)
       next-auth:
         specifier: ^4.23.1
-        version: 4.23.1(next@13.5.2)(react-dom@18.2.0)(react@18.2.0)
+        version: 4.23.1(next@13.5.3)(react-dom@18.2.0)(react@18.2.0)
       postcss:
         specifier: 8.4.28
         version: 8.4.28
@@ -261,6 +261,12 @@ importers:
       typescript:
         specifier: 5.2.2
         version: 5.2.2
+      use-debounce:
+        specifier: ^9.0.4
+        version: 9.0.4(react@18.2.0)
+      zod:
+        specifier: ^3.22.2
+        version: 3.22.2
     devDependencies:
       '@types/bcrypt':
         specifier: ^5.0.0
@@ -279,7 +285,7 @@ importers:
         version: 4.17.21
       next:
         specifier: latest
-        version: 13.5.2(@babel/core@7.22.15)(react-dom@18.2.0)(react@18.2.0)
+        version: 13.5.3(@babel/core@7.22.15)(react-dom@18.2.0)(react@18.2.0)
       react:
         specifier: 18.2.0
         version: 18.2.0
@@ -633,8 +639,8 @@ packages:
     resolution: {integrity: sha512-FsAT5x0jF2kkhNkKkukhsyYOrRqtSxrEhfliniIq0bwWbuXLgyt3Gv0Ml+b91XwjwArmuP7NxCiGd++GGKdNMQ==}
     dev: false
 
-  /@next/env@13.5.2:
-    resolution: {integrity: sha512-dUseBIQVax+XtdJPzhwww4GetTjlkRSsXeQnisIJWBaHsnxYcN2RGzsPHi58D6qnkATjnhuAtQTJmR1hKYQQPg==}
+  /@next/env@13.5.3:
+    resolution: {integrity: sha512-X4te86vsbjsB7iO4usY9jLPtZ827Mbx+WcwNBGUOIuswuTAKQtzsuoxc/6KLxCMvogKG795MhrR1LDhYgDvasg==}
     dev: false
 
   /@next/eslint-plugin-next@13.4.19:
@@ -652,8 +658,8 @@ packages:
     dev: false
     optional: true
 
-  /@next/swc-darwin-arm64@13.5.2:
-    resolution: {integrity: sha512-7eAyunAWq6yFwdSQliWMmGhObPpHTesiKxMw4DWVxhm5yLotBj8FCR4PXGkpRP2tf8QhaWuVba+/fyAYggqfQg==}
+  /@next/swc-darwin-arm64@13.5.3:
+    resolution: {integrity: sha512-6hiYNJxJmyYvvKGrVThzo4nTcqvqUTA/JvKim7Auaj33NexDqSNwN5YrrQu+QhZJCIpv2tULSHt+lf+rUflLSw==}
     engines: {node: '>= 10'}
     cpu: [arm64]
     os: [darwin]
@@ -670,8 +676,8 @@ packages:
     dev: false
     optional: true
 
-  /@next/swc-darwin-x64@13.5.2:
-    resolution: {integrity: sha512-WxXYWE7zF1ch8rrNh5xbIWzhMVas6Vbw+9BCSyZvu7gZC5EEiyZNJsafsC89qlaSA7BnmsDXVWQmc+s1feSYbQ==}
+  /@next/swc-darwin-x64@13.5.3:
+    resolution: {integrity: sha512-UpBKxu2ob9scbpJyEq/xPgpdrgBgN3aLYlxyGqlYX5/KnwpJpFuIHU2lx8upQQ7L+MEmz+fA1XSgesoK92ppwQ==}
     engines: {node: '>= 10'}
     cpu: [x64]
     os: [darwin]
@@ -688,8 +694,8 @@ packages:
     dev: false
     optional: true
 
-  /@next/swc-linux-arm64-gnu@13.5.2:
-    resolution: {integrity: sha512-URSwhRYrbj/4MSBjLlefPTK3/tvg95TTm6mRaiZWBB6Za3hpHKi8vSdnCMw5D2aP6k0sQQIEG6Pzcfwm+C5vrg==}
+  /@next/swc-linux-arm64-gnu@13.5.3:
+    resolution: {integrity: sha512-5AzM7Yx1Ky+oLY6pHs7tjONTF22JirDPd5Jw/3/NazJ73uGB05NqhGhB4SbeCchg7SlVYVBeRMrMSZwJwq/xoA==}
     engines: {node: '>= 10'}
     cpu: [arm64]
     os: [linux]
@@ -706,8 +712,8 @@ packages:
     dev: false
     optional: true
 
-  /@next/swc-linux-arm64-musl@13.5.2:
-    resolution: {integrity: sha512-HefiwAdIygFyNmyVsQeiJp+j8vPKpIRYDlmTlF9/tLdcd3qEL/UEBswa1M7cvO8nHcr27ZTKXz5m7dkd56/Esg==}
+  /@next/swc-linux-arm64-musl@13.5.3:
+    resolution: {integrity: sha512-A/C1shbyUhj7wRtokmn73eBksjTM7fFQoY2v/0rTM5wehpkjQRLOXI8WJsag2uLhnZ4ii5OzR1rFPwoD9cvOgA==}
     engines: {node: '>= 10'}
     cpu: [arm64]
     os: [linux]
@@ -724,8 +730,8 @@ packages:
     dev: false
     optional: true
 
-  /@next/swc-linux-x64-gnu@13.5.2:
-    resolution: {integrity: sha512-htGVVroW0tdHgMYwKWkxWvVoG2RlAdDXRO1RQxYDvOBQsaV0nZsgKkw0EJJJ3urTYnwKskn/MXm305cOgRxD2w==}
+  /@next/swc-linux-x64-gnu@13.5.3:
+    resolution: {integrity: sha512-FubPuw/Boz8tKkk+5eOuDHOpk36F80rbgxlx4+xty/U71e3wZZxVYHfZXmf0IRToBn1Crb8WvLM9OYj/Ur815g==}
     engines: {node: '>= 10'}
     cpu: [x64]
     os: [linux]
@@ -742,8 +748,8 @@ packages:
     dev: false
     optional: true
 
-  /@next/swc-linux-x64-musl@13.5.2:
-    resolution: {integrity: sha512-UBD333GxbHVGi7VDJPPDD1bKnx30gn2clifNJbla7vo5nmBV+x5adyARg05RiT9amIpda6yzAEEUu+s774ldkw==}
+  /@next/swc-linux-x64-musl@13.5.3:
+    resolution: {integrity: sha512-DPw8nFuM1uEpbX47tM3wiXIR0Qa+atSzs9Q3peY1urkhofx44o7E1svnq+a5Q0r8lAcssLrwiM+OyJJgV/oj7g==}
     engines: {node: '>= 10'}
     cpu: [x64]
     os: [linux]
@@ -760,8 +766,8 @@ packages:
     dev: false
     optional: true
 
-  /@next/swc-win32-arm64-msvc@13.5.2:
-    resolution: {integrity: sha512-Em9ApaSFIQnWXRT3K6iFnr9uBXymixLc65Xw4eNt7glgH0eiXpg+QhjmgI2BFyc7k4ZIjglfukt9saNpEyolWA==}
+  /@next/swc-win32-arm64-msvc@13.5.3:
+    resolution: {integrity: sha512-zBPSP8cHL51Gub/YV8UUePW7AVGukp2D8JU93IHbVDu2qmhFAn9LWXiOOLKplZQKxnIPUkJTQAJDCWBWU4UWUA==}
     engines: {node: '>= 10'}
     cpu: [arm64]
     os: [win32]
@@ -778,8 +784,8 @@ packages:
     dev: false
     optional: true
 
-  /@next/swc-win32-ia32-msvc@13.5.2:
-    resolution: {integrity: sha512-TBACBvvNYU+87X0yklSuAseqdpua8m/P79P0SG1fWUvWDDA14jASIg7kr86AuY5qix47nZLEJ5WWS0L20jAUNw==}
+  /@next/swc-win32-ia32-msvc@13.5.3:
+    resolution: {integrity: sha512-ONcL/lYyGUj4W37D4I2I450SZtSenmFAvapkJQNIJhrPMhzDU/AdfLkW98NvH1D2+7FXwe7yclf3+B7v28uzBQ==}
     engines: {node: '>= 10'}
     cpu: [ia32]
     os: [win32]
@@ -796,8 +802,8 @@ packages:
     dev: false
     optional: true
 
-  /@next/swc-win32-x64-msvc@13.5.2:
-    resolution: {integrity: sha512-LfTHt+hTL8w7F9hnB3H4nRasCzLD/fP+h4/GUVBTxrkMJOnh/7OZ0XbYDKO/uuWwryJS9kZjhxcruBiYwc5UDw==}
+  /@next/swc-win32-x64-msvc@13.5.3:
+    resolution: {integrity: sha512-2Vz2tYWaLqJvLcWbbTlJ5k9AN6JD7a5CN2pAeIzpbecK8ZF/yobA39cXtv6e+Z8c5UJuVOmaTldEAIxvsIux/Q==}
     engines: {node: '>= 10'}
     cpu: [x64]
     os: [win32]
@@ -3687,7 +3693,7 @@ packages:
     resolution: {integrity: sha512-OWND8ei3VtNC9h7V60qff3SVobHr996CTwgxubgyQYEpg290h9J0buyECNNJexkFm5sOajh5G116RYA1c8ZMSw==}
     dev: true
 
-  /next-auth@4.23.1(next@13.5.2)(react-dom@18.2.0)(react@18.2.0):
+  /next-auth@4.23.1(next@13.5.3)(react-dom@18.2.0)(react@18.2.0):
     resolution: {integrity: sha512-mL083z8KgRtlrIV6CDca2H1kduWJuK/3pTS0Fe2og15KOm4v2kkLGdSDfc2g+019aEBrJUT0pPW2Xx42ImN1WA==}
     peerDependencies:
       next: ^12.2.5 || ^13
@@ -3702,11 +3708,11 @@ packages:
       '@panva/hkdf': 1.1.1
       cookie: 0.5.0
       jose: 4.14.6
-      next: 13.5.2(@babel/core@7.22.15)(react-dom@18.2.0)(react@18.2.0)
+      next: 13.5.3(@babel/core@7.22.15)(react-dom@18.2.0)(react@18.2.0)
       oauth: 0.9.15
       openid-client: 5.5.0
-      preact: 10.17.1
-      preact-render-to-string: 5.2.6(preact@10.17.1)
+      preact: 10.18.0
+      preact-render-to-string: 5.2.6(preact@10.18.0)
       react: 18.2.0
       react-dom: 18.2.0(react@18.2.0)
       uuid: 8.3.2
@@ -3752,8 +3758,8 @@ packages:
       - babel-plugin-macros
     dev: false
 
-  /next@13.5.2(@babel/core@7.22.15)(react-dom@18.2.0)(react@18.2.0):
-    resolution: {integrity: sha512-vog4UhUaMYAzeqfiAAmgB/QWLW7p01/sg+2vn6bqc/CxHFYizMzLv6gjxKzl31EVFkfl/F+GbxlKizlkTE9RdA==}
+  /next@13.5.3(@babel/core@7.22.15)(react-dom@18.2.0)(react@18.2.0):
+    resolution: {integrity: sha512-4Nt4HRLYDW/yRpJ/QR2t1v63UOMS55A38dnWv3UDOWGezuY0ZyFO1ABNbD7mulVzs9qVhgy2+ppjdsANpKP1mg==}
     engines: {node: '>=16.14.0'}
     hasBin: true
     peerDependencies:
@@ -3767,7 +3773,7 @@ packages:
       sass:
         optional: true
     dependencies:
-      '@next/env': 13.5.2
+      '@next/env': 13.5.3
       '@swc/helpers': 0.5.2
       busboy: 1.6.0
       caniuse-lite: 1.0.30001527
@@ -3778,15 +3784,15 @@ packages:
       watchpack: 2.4.0
       zod: 3.21.4
     optionalDependencies:
-      '@next/swc-darwin-arm64': 13.5.2
-      '@next/swc-darwin-x64': 13.5.2
-      '@next/swc-linux-arm64-gnu': 13.5.2
-      '@next/swc-linux-arm64-musl': 13.5.2
-      '@next/swc-linux-x64-gnu': 13.5.2
-      '@next/swc-linux-x64-musl': 13.5.2
-      '@next/swc-win32-arm64-msvc': 13.5.2
-      '@next/swc-win32-ia32-msvc': 13.5.2
-      '@next/swc-win32-x64-msvc': 13.5.2
+      '@next/swc-darwin-arm64': 13.5.3
+      '@next/swc-darwin-x64': 13.5.3
+      '@next/swc-linux-arm64-gnu': 13.5.3
+      '@next/swc-linux-arm64-musl': 13.5.3
+      '@next/swc-linux-x64-gnu': 13.5.3
+      '@next/swc-linux-x64-musl': 13.5.3
+      '@next/swc-win32-arm64-msvc': 13.5.3
+      '@next/swc-win32-ia32-msvc': 13.5.3
+      '@next/swc-win32-x64-msvc': 13.5.3
     transitivePeerDependencies:
       - '@babel/core'
       - babel-plugin-macros
@@ -4236,17 +4242,17 @@ packages:
       xtend: 4.0.2
     dev: false
 
-  /preact-render-to-string@5.2.6(preact@10.17.1):
+  /preact-render-to-string@5.2.6(preact@10.18.0):
     resolution: {integrity: sha512-JyhErpYOvBV1hEPwIxc/fHWXPfnEGdRKxc8gFdAZ7XV4tlzyzG847XAyEZqoDnynP88akM4eaHcSOzNcLWFguw==}
     peerDependencies:
       preact: '>=10'
     dependencies:
-      preact: 10.17.1
+      preact: 10.18.0
       pretty-format: 3.8.0
     dev: false
 
-  /preact@10.17.1:
-    resolution: {integrity: sha512-X9BODrvQ4Ekwv9GURm9AKAGaomqXmip7NQTZgY7gcNmr7XE83adOMJvd3N42id1tMFU7ojiynRsYnY6/BRFxLA==}
+  /preact@10.18.0:
+    resolution: {integrity: sha512-O4dGFmErPd3RNVDvXmCbOW6hetnve6vYtjx5qf51mCUmBS96s66MrNQkEII5UThDGoNF7953ptA+aNupiDxVeg==}
     dev: false
 
   /prelude-ls@1.2.1:
@@ -5192,6 +5198,15 @@ packages:
       punycode: 2.3.0
     dev: true
 
+  /use-debounce@9.0.4(react@18.2.0):
+    resolution: {integrity: sha512-6X8H/mikbrt0XE8e+JXRtZ8yYVvKkdYRfmIhWZYsP8rcNs9hk3APV8Ua2mFkKRLcJKVdnX2/Vwrmg2GWKUQEaQ==}
+    engines: {node: '>= 10.0.0'}
+    peerDependencies:
+      react: '>=16.8.0'
+    dependencies:
+      react: 18.2.0
+    dev: false
+
   /utf-8-validate@6.0.3:
     resolution: {integrity: sha512-uIuGf9TWQ/y+0Lp+KGZCMuJWc3N9BHA+l/UmHd/oUHwJJDeysyTRxNQVkbzsIWfGFbRe3OcgML/i0mvVRPOyDA==}
     engines: {node: '>=6.14.2'}
@@ -5385,6 +5400,10 @@ packages:
     resolution: {integrity: sha512-m46AKbrzKVzOzs/DZgVnG5H55N1sv1M8qZU3A8RIKbs3mrACDNeIOeilDymVb2HdmP8uwshOCF4uJ8uM9rCqJw==}
     dev: false
 
+  /zod@3.22.2:
+    resolution: {integrity: sha512-wvWkphh5WQsJbVk1tbx1l1Ly4yg+XecD+Mq280uBGt9wa5BKSWf4Mhp6GmrkPixhMxmabYY7RbzlwVP32pbGCg==}
+    dev: false
+
   /zwitch@2.0.4:
     resolution: {integrity: sha512-bXE4cR/kVZhKZX/RjPEflHaKVhUVl85noU3v6b8apfQEc1x4A+zBxjZ4lN8LqGd6WZ3dl98pY4o717VFmoPp+A==}
     dev: false