diff --git a/.snaplet/transform.ts b/.snaplet/transform.ts
index b229acabcb..76f4fa9c97 100644
--- a/.snaplet/transform.ts
+++ b/.snaplet/transform.ts
@@ -1,9 +1,10 @@
-// This transform config was generated by Snaplet.
-// Snaplet found fields that may contain personally identifiable information (PII)
-// and used that to populate this file.
-import { copycat as c } from "@snaplet/copycat";
+// eslint-disable-next-line @typescript-eslint/triple-slash-reference
+/// <reference path=".snaplet/snaplet.d.ts" />
+// This config was generated by Snaplet make sure to check it over before using it.
+import { copycat as c, faker } from "@snaplet/copycat";
+import { defineConfig } from "snaplet";
 
-import type { Transform } from "./structure";
+// c.setHashKey(REPLACE_ME_WITH_YOUR_HASH_KEY);
 
 function hasStringProp<T extends string>(x: unknown, key: T): x is { [key in T]: string } {
   return !!x && typeof x === "object" && key in x;
@@ -41,57 +42,225 @@ function replaceSensitiveKeys(record: object) {
 
 const generateUsername = (x: string) => `${c.firstName(x)}-${c.lastName(x)}${c.int(x, { min: 2, max: 99 })}`;
 
-const config: Transform = () => ({
-  public: {
-    ApiKey: ({ row }) => ({
-      hashedKey: c.uuid(row.hashedKey),
-    }),
-    App: ({ row }) => ({
-      keys: replaceSensitiveKeys(row.keys),
-    }),
-    Attendee: ({ row }) => ({
-      email: c.email(row.email),
-      name: c.fullName(row.name),
-      timeZone: c.timezone(row.timeZone),
-    }),
-    Credential: ({ row }) => ({
-      key: typeof row.key === "string" ? c.uuid(row.key) : replaceSensitiveKeys(row.key),
-    }),
-    EventType: ({ row }) => ({
-      slug: generateSlug(row.slug),
-      timeZone: c.timezone(row.timeZone),
-      eventName: c.words(row.eventName, { max: 3 }),
-    }),
-    ResetPasswordRequest: ({ row }) => ({
-      email: c.email(row.email),
-    }),
-    Schedule: ({ row }) => ({
-      timeZone: c.timezone(row.timeZone),
-    }),
-    Team: ({ row }) => ({
-      bio: c.sentence(row.bio),
-      name: c.words(row.name, { max: 2 }),
-      slug: generateSlug(row.slug),
-    }),
-    users: ({ row }) =>
-      row.role !== "ADMIN"
-        ? {
-            bio: c.sentence(row.bio),
-            email: c.email(row.email),
-            name: c.fullName(row.name),
-            password: c.password(row.password),
-            timeZone: c.timezone(row.timeZone),
-            username: generateUsername(row.username),
-          }
-        : row,
-    VerificationToken: ({ row }) => ({
-      token: c.uuid(row.token),
-    }),
-    Account: ({ row }) => ({
-      access_token: c.uuid(row.access_token),
-      refresh_token: c.uuid(row.refresh_token),
-    }),
+export default defineConfig({
+  transform: {
+    $mode: "unsafe",
+    public: {
+      Account({ row }) {
+        return {
+          refresh_token: c.uuid(row.refresh_token),
+          access_token: c.uuid(row.access_token),
+          expires_at: c.int(row.expires_at, {
+            min: 0,
+            max: Math.pow(4, 8) - 1,
+          }),
+          token_type: c.uuid(row.token_type),
+          id_token: c.uuid(row.id_token),
+        };
+      },
+      ApiKey: ({ row }) => ({
+        hashedKey: c.uuid(row.hashedKey),
+        note: c.fullName(row.note),
+        createdAt: c.dateString(row.createdAt, {
+          minYear: 2020,
+        }),
+      }),
+      App: ({ row }) => ({
+        keys: replaceSensitiveKeys(row.keys),
+      }),
+      App_RoutingForms_Form({ row }) {
+        return {
+          name: c.fullName(row.name),
+        };
+      },
+      Attendee: ({ row }) => ({
+        email: c.email(row.email),
+        name: c.fullName(row.name),
+        timeZone: c.timezone(row.timeZone),
+        locale: c.fullName(row.locale),
+      }),
+      Availability({ row }) {
+        return {
+          startTime: copycat
+            .dateString(row.startTime, {
+              minYear: 2020,
+            })
+            .slice(11, 19),
+          endTime: copycat
+            .dateString(row.endTime, {
+              minYear: 2020,
+            })
+            .slice(11, 19),
+        };
+      },
+      Booking({ row }) {
+        return {
+          title: c.fullName(row.title),
+          startTime: c.dateString(row.startTime, {
+            minYear: 2020,
+          }),
+          endTime: c.dateString(row.endTime, {
+            minYear: 2020,
+          }),
+          location: c.sentence(row.location),
+          metadata: {
+            [c.word(row.metadata)]: c.words(row.metadata),
+          },
+        };
+      },
+      Credential: ({ row }) => ({
+        key: typeof row.key === "string" ? c.uuid(row.key) : replaceSensitiveKeys(row.key),
+      }),
+      EventType: ({ row }) => ({
+        slug: generateSlug(row.slug),
+        timeZone: c.timezone(row.timeZone),
+        eventName: c.words(row.eventName, { max: 3 }),
+        currency: c.sentence(row.currency),
+      }),
+      EventTypeCustomInput({ row }) {
+        return {
+          label: c.fullName(row.label),
+        };
+      },
+      Feature({ row }) {
+        return {
+          slug: c.uuid(row.slug),
+        };
+      },
+      InstantMeetingToken({ row }) {
+        return {
+          token: c.uuid(row.token),
+        };
+      },
+      OAuthClient({ row }) {
+        return {
+          name: c.fullName(row.name),
+        };
+      },
+      OutOfOfficeEntry({ row }) {
+        return {
+          start: c.dateString(row.start, {
+            minYear: 2020,
+          }),
+        };
+      },
+      Payment({ row }) {
+        return {
+          amount: c.int(row.amount, {
+            min: 0,
+            max: Math.pow(4, 8) - 1,
+          }),
+          currency: c.sentence(row.currency),
+          data: {
+            [c.word(row.data)]: c.words(row.data),
+          },
+        };
+      },
+      ResetPasswordRequest: ({ row }) => ({
+        email: c.email(row.email),
+      }),
+      Schedule: ({ row }) => ({
+        name: c.fullName(row.name),
+        timeZone: c.timezone(row.timeZone),
+      }),
+      Session({ row }) {
+        return {
+          sessionToken: c.uuid(row.sessionToken),
+        };
+      },
+      Team: ({ row }) => ({
+        bio: c.sentence(row.bio),
+        name: c.words(row.name, { max: 2 }),
+        slug: generateSlug(row.slug),
+        timeZone: c.timezone(row.timeZone),
+        logoUrl: c.username(row.logoUrl),
+      }),
+      TempOrgRedirect({ row }) {
+        return {
+          from: c.dateString(row.from, {
+            maxYear: 1999,
+          }),
+          toUrl: c.city(row.toUrl),
+        };
+      },
+      VerificationToken({ row }) {
+        return {
+          id: copycat
+            .int(row.id, {
+              min: 1,
+              max: Math.pow(4, 8) - 1,
+            })
+            .toString(),
+          identifier: c.uuid(row.identifier),
+          token: c.uuid(row.token),
+          expires: c.dateString(row.expires, {
+            minYear: 2020,
+          }),
+        };
+      },
+      VerifiedNumber({ row }) {
+        return {
+          phoneNumber: c.phoneNumber(row.phoneNumber),
+        };
+      },
+      Webhook({ row }) {
+        return {
+          secret: c.streetAddress(row.secret),
+        };
+      },
+      WebhookScheduledTriggers({ row }) {
+        return {
+          jobName: c.fullName(row.jobName),
+          payload: c.password(row.payload),
+        };
+      },
+      WorkflowStep({ row }) {
+        return {
+          sendTo: c.oneOf(row.sendTo, [
+            "Man",
+            "Woman",
+            "Transgender",
+            "Non-binary/non-conforming",
+            "Not specified",
+          ]),
+          sender: c.oneOf(row.sender, [
+            "Man",
+            "Woman",
+            "Transgender",
+            "Non-binary/non-conforming",
+            "Not specified",
+          ]),
+        };
+      },
+      users: ({ row }) =>
+        row.role !== "ADMIN"
+          ? {
+              bio: c.sentence(row.bio),
+              email: c.email(row.email),
+              name: c.fullName(row.name),
+              password: c.password(row.password),
+              timeZone: c.timezone(row.timeZone),
+              username: generateUsername(row.username),
+              metadata: {
+                [c.word(row.metadata)]: c.words(row.metadata),
+              },
+            }
+          : row,
+    },
+  },
+  subset: {
+    enabled: true,
+    version: "3",
+    targets: [
+      {
+        table: "public.users",
+        rowLimit: 100,
+      },
+    ],
+    keepDisconnectedTables: false,
+    followNullableRelations: true,
+    maxCyclesLoop: 0,
+    eager: false,
+    taskSortAlgorithm: "children",
   },
 });
-
-export default config;