diff --git a/app/(main)/(author)/author/[slug]/page.tsx b/app/(main)/(author)/author/[slug]/page.tsx
index 886f9d36..889002c6 100644
--- a/app/(main)/(author)/author/[slug]/page.tsx
+++ b/app/(main)/(author)/author/[slug]/page.tsx
@@ -1,5 +1,5 @@
 import type { Metadata, ResolvingMetadata } from "next";
-import { groq, type PortableTextBlock } from "next-sanity";
+import { type PortableTextBlock } from "next-sanity";
 import { notFound } from "next/navigation";
 
 import PortableText from "@/components/portable-text";
@@ -9,7 +9,6 @@ import type {
 	AuthorQueryWithRelatedResult,
 } from "@/sanity/types";
 import { sanityFetch } from "@/sanity/lib/live";
-import { client } from "@/sanity/lib/client";
 import { authorQuery, authorQueryWithRelated } from "@/sanity/lib/queries";
 import { resolveOpenGraphImage } from "@/sanity/lib/utils";
 import CoverMedia from "@/components/cover-media";
@@ -20,7 +19,6 @@ import UserRelated from "@/components/user-related";
 
 type Params = Promise<{ slug: string }>;
 
-export const revalidate = 3600;
 
 export async function generateMetadata(
 	{ params }: { params: Params },
@@ -48,12 +46,6 @@ export async function generateMetadata(
 	} satisfies Metadata;
 }
 
-export async function generateStaticParams() {
-	const slugs = await client.fetch<string[]>(
-		groq`*[_type == "author" && defined(slug.current)].slug.current`,
-	);
-	return slugs.map((slug) => ({ slug }));
-}
 
 export default async function AuthorPage({ params }: { params: Params }) {
 	const { slug } = await params;
diff --git a/app/(main)/(author)/authors/page/[num]/page.tsx b/app/(main)/(author)/authors/page/[num]/page.tsx
index 871b4d0e..b0e3deda 100644
--- a/app/(main)/(author)/authors/page/[num]/page.tsx
+++ b/app/(main)/(author)/authors/page/[num]/page.tsx
@@ -1,26 +1,15 @@
 import MoreContent from "@/components/more-content";
 import type { DocCountResult } from "@/sanity/types";
 import { sanityFetch } from "@/sanity/lib/live";
-import { client } from "@/sanity/lib/client";
 
 import PaginateList from "@/components/paginate-list";
 import { docCount } from "@/sanity/lib/queries";
-import { groq } from "next-sanity";
 
 const LIMIT = 10;
 
 type Params = Promise<{ num: string }>;
 
-export const revalidate = 60;
 
-export async function generateStaticParams() {
-	const count = await client.fetch<number>(
-		groq`count(*[_type == "author" && defined(slug.current)])`,
-	);
-	const perPage = LIMIT;
-	const pages = Math.ceil(count / perPage);
-	return Array.from({ length: pages }, (_, i) => ({ num: String(i + 1) }));
-}
 
 export default async function Page({ params }: { params: Params }) {
 	const { num } = await params;
diff --git a/app/(main)/(guest)/guest/[slug]/page.tsx b/app/(main)/(guest)/guest/[slug]/page.tsx
index 6a893a89..b1691d84 100644
--- a/app/(main)/(guest)/guest/[slug]/page.tsx
+++ b/app/(main)/(guest)/guest/[slug]/page.tsx
@@ -1,5 +1,5 @@
 import type { Metadata, ResolvingMetadata } from "next";
-import { groq, type PortableTextBlock } from "next-sanity";
+import { type PortableTextBlock } from "next-sanity";
 import { notFound } from "next/navigation";
 
 import PortableText from "@/components/portable-text";
@@ -9,7 +9,6 @@ import type {
 	GuestQueryWithRelatedResult,
 } from "@/sanity/types";
 import { sanityFetch } from "@/sanity/lib/live";
-import { client } from "@/sanity/lib/client";
 import { guestQuery, guestQueryWithRelated } from "@/sanity/lib/queries";
 import { resolveOpenGraphImage } from "@/sanity/lib/utils";
 import CoverMedia from "@/components/cover-media";
@@ -21,7 +20,6 @@ import Avatar from "@/components/avatar";
 
 type Params = Promise<{ slug: string }>;
 
-export const revalidate = 3600;
 
 export async function generateMetadata(
 	{ params }: { params: Params },
@@ -48,12 +46,6 @@ export async function generateMetadata(
 	} satisfies Metadata;
 }
 
-export async function generateStaticParams() {
-	const slugs = await client.fetch<string[]>(
-		groq`*[_type == "guest" && defined(slug.current)].slug.current`,
-	);
-	return slugs.map((slug) => ({ slug }));
-}
 
 export default async function GuestPage({ params }: { params: Params }) {
 	const { slug } = await params;
diff --git a/app/(main)/(guest)/guests/page/[num]/page.tsx b/app/(main)/(guest)/guests/page/[num]/page.tsx
index d633f12f..f7ceb50f 100644
--- a/app/(main)/(guest)/guests/page/[num]/page.tsx
+++ b/app/(main)/(guest)/guests/page/[num]/page.tsx
@@ -1,26 +1,15 @@
 import MoreContent from "@/components/more-content";
 import type { DocCountResult } from "@/sanity/types";
 import { sanityFetch } from "@/sanity/lib/live";
-import { client } from "@/sanity/lib/client";
 
 import PaginateList from "@/components/paginate-list";
 import { docCount } from "@/sanity/lib/queries";
-import { groq } from "next-sanity";
 
 const LIMIT = 10;
 
 type Params = Promise<{ num: string }>;
 
-export const revalidate = 60;
 
-export async function generateStaticParams() {
-	const count = await client.fetch<number>(
-		groq`count(*[_type == "guest" && defined(slug.current)])`,
-	);
-	const perPage = LIMIT;
-	const pages = Math.ceil(count / perPage);
-	return Array.from({ length: pages }, (_, i) => ({ num: String(i + 1) }));
-}
 
 export default async function Page({ params }: { params: Params }) {
 	const [count] = (
diff --git a/app/(main)/(podcast)/podcast/[slug]/page.tsx b/app/(main)/(podcast)/podcast/[slug]/page.tsx
index 058757e4..c20c0824 100644
--- a/app/(main)/(podcast)/podcast/[slug]/page.tsx
+++ b/app/(main)/(podcast)/podcast/[slug]/page.tsx
@@ -2,15 +2,12 @@ import type { Metadata, ResolvingMetadata } from "next";
 import { notFound } from "next/navigation";
 import type { PodcastQueryResult } from "@/sanity/types";
 import { sanityFetch } from "@/sanity/lib/live";
-import { client } from "@/sanity/lib/client";
 import { podcastQuery } from "@/sanity/lib/queries";
 import { resolveOpenGraphImage } from "@/sanity/lib/utils";
 import Podcast from "../Podcast";
-import { groq } from "next-sanity";
 
 type Params = Promise<{ slug: string }>;
 
-export const revalidate = 3600;
 
 export async function generateMetadata(
 	{ params }: { params: Params },
@@ -41,12 +38,6 @@ export async function generateMetadata(
 	} satisfies Metadata;
 }
 
-export async function generateStaticParams() {
-	const slugs = await client.fetch<string[]>(
-		groq`*[_type == "podcast" && defined(slug.current)].slug.current`,
-	);
-	return slugs.map((slug) => ({ slug }));
-}
 
 export default async function PodcastPage({ params }: { params: Params }) {
 	const { slug } = await params;
diff --git a/app/(main)/(podcast)/podcasts/page.tsx b/app/(main)/(podcast)/podcasts/page.tsx
index fd03f00c..e7a638a3 100644
--- a/app/(main)/(podcast)/podcasts/page.tsx
+++ b/app/(main)/(podcast)/podcasts/page.tsx
@@ -16,7 +16,6 @@ import MoreHeader from "@/components/more-header";
 
 import PodmatchBadge from "@/components/podmatch-badge";
 
-export const revalidate = 60;
 function HeroPodcast({
 	title,
 	slug,
diff --git a/app/(main)/(podcast)/podcasts/page/[num]/page.tsx b/app/(main)/(podcast)/podcasts/page/[num]/page.tsx
index 605ab84e..af40e9d8 100644
--- a/app/(main)/(podcast)/podcasts/page/[num]/page.tsx
+++ b/app/(main)/(podcast)/podcasts/page/[num]/page.tsx
@@ -1,26 +1,15 @@
 import MoreContent from "@/components/more-content";
 import type { DocCountResult } from "@/sanity/types";
 import { sanityFetch } from "@/sanity/lib/live";
-import { client } from "@/sanity/lib/client";
 
 import PaginateList from "@/components/paginate-list";
 import { docCount } from "@/sanity/lib/queries";
-import { groq } from "next-sanity";
 
 const LIMIT = 10;
 
 type Params = Promise<{ num: string }>;
 
-export const revalidate = 60;
 
-export async function generateStaticParams() {
-	const count = await client.fetch<number>(
-		groq`count(*[_type == "podcast" && defined(slug.current)])`,
-	);
-	const perPage = LIMIT;
-	const pages = Math.ceil(count / perPage);
-	return Array.from({ length: pages }, (_, i) => ({ num: String(i + 1) }));
-}
 
 export default async function Page({ params }: { params: Params }) {
 	const [count] = (
diff --git a/app/(main)/(post)/blog/page.tsx b/app/(main)/(post)/blog/page.tsx
index 0e284d05..b980d579 100644
--- a/app/(main)/(post)/blog/page.tsx
+++ b/app/(main)/(post)/blog/page.tsx
@@ -15,7 +15,6 @@ import { Separator } from "@/components/ui/separator";
 
 import MoreHeader from "@/components/more-header";
 
-export const revalidate = 60;
 function HeroPost({
 	title,
 	slug,
diff --git a/app/(main)/(post)/blog/page/[num]/page.tsx b/app/(main)/(post)/blog/page/[num]/page.tsx
index 0be78de0..d92cd61b 100644
--- a/app/(main)/(post)/blog/page/[num]/page.tsx
+++ b/app/(main)/(post)/blog/page/[num]/page.tsx
@@ -1,26 +1,15 @@
 import MoreContent from "@/components/more-content";
 import type { DocCountResult } from "@/sanity/types";
 import { sanityFetch } from "@/sanity/lib/live";
-import { client } from "@/sanity/lib/client";
 
 import PaginateList from "@/components/paginate-list";
 import { docCount } from "@/sanity/lib/queries";
-import { groq } from "next-sanity";
 
 const LIMIT = 10;
 
 type Params = Promise<{ num: string }>;
 
-export const revalidate = 60;
 
-export async function generateStaticParams() {
-	const count = await client.fetch<number>(
-		groq`count(*[_type == "post" && defined(slug.current)])`,
-	);
-	const perPage = LIMIT;
-	const pages = Math.ceil(count / perPage);
-	return Array.from({ length: pages }, (_, i) => ({ num: String(i + 1) }));
-}
 
 export default async function Page({ params }: { params: Params }) {
 	const [count] = (
diff --git a/app/(main)/(post)/post/[slug]/page.tsx b/app/(main)/(post)/post/[slug]/page.tsx
index b735009e..4cd400af 100644
--- a/app/(main)/(post)/post/[slug]/page.tsx
+++ b/app/(main)/(post)/post/[slug]/page.tsx
@@ -1,5 +1,5 @@
 import type { Metadata, ResolvingMetadata } from "next";
-import { groq, type PortableTextBlock } from "next-sanity";
+import { type PortableTextBlock } from "next-sanity";
 import { notFound } from "next/navigation";
 import { Suspense } from "react";
 
@@ -10,7 +10,6 @@ import PortableText from "@/components/portable-text";
 
 import type { PostQueryResult } from "@/sanity/types";
 import { sanityFetch } from "@/sanity/lib/live";
-import { client } from "@/sanity/lib/client";
 import { postQuery } from "@/sanity/lib/queries";
 import { resolveOpenGraphImage } from "@/sanity/lib/utils";
 import CoverMedia from "@/components/cover-media";
@@ -20,7 +19,6 @@ import SponsorCard from "@/components/sponsor-card";
 
 type Params = Promise<{ slug: string }>;
 
-export const revalidate = 3600;
 
 export async function generateMetadata(
 	{ params }: { params: Params },
@@ -51,12 +49,6 @@ export async function generateMetadata(
 	} satisfies Metadata;
 }
 
-export async function generateStaticParams() {
-	const slugs = await client.fetch<string[]>(
-		groq`*[_type == "post" && defined(slug.current)].slug.current`,
-	);
-	return slugs.map((slug) => ({ slug }));
-}
 
 export default async function PostPage({ params }: { params: Params }) {
 	const { slug } = await params;
diff --git a/app/(main)/(sponsor)/sponsor/[slug]/page.tsx b/app/(main)/(sponsor)/sponsor/[slug]/page.tsx
index 383792aa..6b616a16 100644
--- a/app/(main)/(sponsor)/sponsor/[slug]/page.tsx
+++ b/app/(main)/(sponsor)/sponsor/[slug]/page.tsx
@@ -1,5 +1,5 @@
 import type { Metadata, ResolvingMetadata } from "next";
-import { groq, type PortableTextBlock } from "next-sanity";
+import { type PortableTextBlock } from "next-sanity";
 import { notFound } from "next/navigation";
 
 import PortableText from "@/components/portable-text";
@@ -9,7 +9,6 @@ import type {
 	SponsorQueryWithRelatedResult,
 } from "@/sanity/types";
 import { sanityFetch } from "@/sanity/lib/live";
-import { client } from "@/sanity/lib/client";
 import { sponsorQuery, sponsorQueryWithRelated } from "@/sanity/lib/queries";
 import { resolveOpenGraphImage } from "@/sanity/lib/utils";
 import CoverMedia from "@/components/cover-media";
@@ -20,7 +19,6 @@ import UserRelated from "@/components/user-related";
 
 type Params = Promise<{ slug: string }>;
 
-export const revalidate = 3600;
 
 export async function generateMetadata(
 	{ params }: { params: Params },
@@ -47,12 +45,6 @@ export async function generateMetadata(
 	} satisfies Metadata;
 }
 
-export async function generateStaticParams() {
-	const slugs = await client.fetch<string[]>(
-		groq`*[_type == "sponsor" && defined(slug.current)].slug.current`,
-	);
-	return slugs.map((slug) => ({ slug }));
-}
 
 export default async function SponsorPage({ params }: { params: Params }) {
 	const { slug } = await params;
diff --git a/app/(main)/(sponsor)/sponsors/page/[num]/page.tsx b/app/(main)/(sponsor)/sponsors/page/[num]/page.tsx
index af3d45c1..1e5d0ea8 100644
--- a/app/(main)/(sponsor)/sponsors/page/[num]/page.tsx
+++ b/app/(main)/(sponsor)/sponsors/page/[num]/page.tsx
@@ -4,26 +4,15 @@ import Link from "next/link";
 import MoreContent from "@/components/more-content";
 import type { DocCountResult } from "@/sanity/types";
 import { sanityFetch } from "@/sanity/lib/live";
-import { client } from "@/sanity/lib/client";
 
 import PaginateList from "@/components/paginate-list";
 import { docCount } from "@/sanity/lib/queries";
-import { groq } from "next-sanity";
 
 const LIMIT = 10;
 
 type Params = Promise<{ num: string }>;
 
-export const revalidate = 60;
 
-export async function generateStaticParams() {
-	const count = await client.fetch<number>(
-		groq`count(*[_type == "sponsor" && defined(slug.current)])`,
-	);
-	const perPage = LIMIT;
-	const pages = Math.ceil(count / perPage);
-	return Array.from({ length: pages }, (_, i) => ({ num: String(i + 1) }));
-}
 
 export default async function Page({ params }: { params: Params }) {
 	const [count] = (
diff --git a/app/(main)/(top-level-pages)/[slug]/page.tsx b/app/(main)/(top-level-pages)/[slug]/page.tsx
index e325e877..9c099fb6 100644
--- a/app/(main)/(top-level-pages)/[slug]/page.tsx
+++ b/app/(main)/(top-level-pages)/[slug]/page.tsx
@@ -1,12 +1,11 @@
 import type { Metadata, ResolvingMetadata } from "next";
-import { groq, type PortableTextBlock } from "next-sanity";
+import { type PortableTextBlock } from "next-sanity";
 import { notFound } from "next/navigation";
 
 import PortableText from "@/components/portable-text";
 
 import type { PageQueryResult } from "@/sanity/types";
 import { sanityFetch } from "@/sanity/lib/live";
-import { client } from "@/sanity/lib/client";
 import { pageQuery } from "@/sanity/lib/queries";
 import { resolveOpenGraphImage } from "@/sanity/lib/utils";
 
@@ -15,7 +14,6 @@ type Props = {
 	searchParams: Promise<{ [key: string]: string | string[] | undefined }>;
 };
 
-export const revalidate = 86400;
 
 export async function generateMetadata(
 	{ params, searchParams }: Props,
@@ -42,12 +40,6 @@ export async function generateMetadata(
 	} satisfies Metadata;
 }
 
-export async function generateStaticParams() {
-	const slugs = await client.fetch<string[]>(
-		groq`*[_type == "page" && defined(slug.current)].slug.current`,
-	);
-	return slugs.map((slug) => ({ slug }));
-}
 
 export default async function PagePage({ params, searchParams }: Props) {
 	const { slug } = await params;
diff --git a/app/(main)/(top-level-pages)/pro/page.tsx b/app/(main)/(top-level-pages)/pro/page.tsx
index 6c67c04e..18606fe3 100644
--- a/app/(main)/(top-level-pages)/pro/page.tsx
+++ b/app/(main)/(top-level-pages)/pro/page.tsx
@@ -16,7 +16,6 @@ type Props = {
 	searchParams: Promise<{ [key: string]: string | string[] | undefined }>;
 };
 
-export const revalidate = 86400;
 
 export async function generateMetadata(
 	{ params, searchParams }: Props,
diff --git a/app/(main)/(top-level-pages)/sponsorships/page.tsx b/app/(main)/(top-level-pages)/sponsorships/page.tsx
index d0aadf63..31e9e1c8 100644
--- a/app/(main)/(top-level-pages)/sponsorships/page.tsx
+++ b/app/(main)/(top-level-pages)/sponsorships/page.tsx
@@ -7,7 +7,6 @@ import { resolveOpenGraphImage } from "@/sanity/lib/utils";
 import { Card, CardContent, CardHeader, CardTitle } from "@/components/ui/card";
 import { SponsorshipForm } from "./sponsorship-form";
 
-export const revalidate = 86400;
 const sponsorshipTiers = [
 	{
 		name: "Dedicated Video",
diff --git a/app/(main)/page.tsx b/app/(main)/page.tsx
index 21da33b4..101bcdf9 100644
--- a/app/(main)/page.tsx
+++ b/app/(main)/page.tsx
@@ -8,7 +8,6 @@ import { homePageQuery } from "@/sanity/lib/queries";
 import Link from "next/link";
 import CoverMedia from "@/components/cover-media";
 
-export const revalidate = 60;
 
 export default async function HomePage() {
 	const [homePageFetch] = await Promise.all([
diff --git a/app/api/webhooks/sanity-revalidate/route.ts b/app/api/webhooks/sanity-revalidate/route.ts
index 0418a99c..fe403060 100644
--- a/app/api/webhooks/sanity-revalidate/route.ts
+++ b/app/api/webhooks/sanity-revalidate/route.ts
@@ -23,10 +23,32 @@ export async function POST(request: NextRequest) {
 			);
 		}
 
-		// Revalidate all sanity-tagged caches (the "heavy hammer" approach)
-		// This is a backup for when no visitors are active to trigger SanityLive revalidation
-		// Next.js 16 requires a second argument — { expire: 0 } for immediate invalidation
-		revalidateTag("sanity", { expire: 0 });
+		// With defineLive + <SanityLive />, content pages get real-time updates
+		// without ISR revalidation. We only keep revalidateTag("sanity") as a
+		// fallback for when no active visitors are triggering live updates.
+		//
+		// IMPORTANT: Skip pipeline/internal document types that don't have
+		// public-facing pages. These fire frequently (every cron run) and
+		// were the primary cause of ISR write exhaustion.
+		const SKIP_TYPES = new Set([
+			"automatedVideo",
+			"contentIdea",
+			"sponsorLead",
+			"pipeline_config",
+			"content_config",
+		]);
+
+		if (SKIP_TYPES.has(body._type)) {
+			return NextResponse.json({
+				skipped: true,
+				type: body._type,
+				reason: "Internal document type — no revalidation needed",
+			});
+		}
+
+		// For public content types, revalidate the sanity tag as a fallback.
+		// This only affects pages that still use Next.js cache tags (e.g., sitemap).
+		revalidateTag("sanity");
 
 		return NextResponse.json({
 			revalidated: true,
diff --git a/app/sitemap.ts b/app/sitemap.ts
index dec59d51..56b8f069 100644
--- a/app/sitemap.ts
+++ b/app/sitemap.ts
@@ -4,7 +4,6 @@ import { sanityFetch } from "@/sanity/lib/live";
 import type { SitemapQueryResult } from "@/sanity/types";
 import { ContentType } from "@/lib/types";
 
-export const revalidate = 3600;
 
 export default async function sitemap(): Promise<MetadataRoute.Sitemap> {
 	const productionDomain = process.env.VERCEL_PROJECT_PRODUCTION_URL;
diff --git a/lib/services/remotion.ts b/lib/services/remotion.ts
index df3298f3..9b2665d4 100644
--- a/lib/services/remotion.ts
+++ b/lib/services/remotion.ts
@@ -48,7 +48,13 @@ export interface RenderInput {
       bRollKeywords?: string[];
       sceneNumber?: number;
       durationEstimate?: number;
+      sceneType?: string;
+      code?: { snippet: string; language: string; highlightLines?: number[] };
+      list?: { items: string[]; icon?: string };
+      comparison?: { leftLabel: string; rightLabel: string; rows: { left: string; right: string }[] };
+      mockup?: { deviceType: string; screenContent: string };
       infographicUrl?: string;
+      wordTimestamps?: Array<{ text: string; startMs: number; endMs: number }>;
     }>;
     cta: string;
   };
@@ -112,13 +118,8 @@ function mapInputProps(input: RenderInput): Record<string, unknown> {
     audioDurationInSeconds: input.audioDurationSeconds,
     hook: input.script.hook,
     scenes: input.script.scenes.map((s, i) => ({
-      narration: s.narration,
-      visualDescription: s.visualDescription,
-      bRollKeywords: s.bRollKeywords,
-      sceneNumber: s.sceneNumber,
-      durationEstimate: s.durationEstimate,
+      ...s,
       bRollUrl: input.bRollUrls[i],
-      ...(s.infographicUrl ? { infographicUrl: s.infographicUrl } : {}),
     })),
     cta: input.script.cta,
     sponsor: input.sponsor,