diff --git a/apps/www/src/components/Hero.tsx b/apps/www/src/components/Hero.tsx
index fddce828..47a9459c 100644
--- a/apps/www/src/components/Hero.tsx
+++ b/apps/www/src/components/Hero.tsx
@@ -51,7 +51,7 @@ export function Hero() {
           {/* CTA Buttons */}
           <div className="flex flex-col sm:flex-row items-stretch sm:items-start gap-3 sm:gap-4">
             <Button asChild className="w-full sm:w-auto">
-              <Link href="https://docs.planoai.dev/get_started" target="_blank" rel="noopener noreferrer">
+              <Link href="https://docs.planoai.dev/get_started/quickstart" target="_blank" rel="noopener noreferrer">
                 Get started
               </Link>
             </Button>
diff --git a/apps/www/src/components/IdeaToAgentSection.tsx b/apps/www/src/components/IdeaToAgentSection.tsx
index 532f197c..4324b690 100644
--- a/apps/www/src/components/IdeaToAgentSection.tsx
+++ b/apps/www/src/components/IdeaToAgentSection.tsx
@@ -13,7 +13,7 @@ const carouselData = [
     description:
       "Building agents is hard enough. The plumbing work shouldn't be. Plano handles routing, observability, and policy hooks as a models-native sidecar—so you can focus on your agent's core product logic and ship to production faster.",
     image: "/LaunchFaster.svg",
-    link: "https://docs.planoai.dev/get_started/installation",
+    link: "https://docs.planoai.dev/get_started/quickstart",
   },
   {
     id: 2,
@@ -22,7 +22,7 @@ const carouselData = [
     description:
       "Build with multiple LLMs or model versions with a single unified API. Plano centralizes access controls, offers resiliency for traffic to 100+ LLMs -- all without you having to write a single line of code. Use existing libraries and proxy traffic through Plano.",
     image: "/BuildWithChoice.svg",
-    link: "https://docs.planoai.dev/get_started/installation",
+    link: "https://docs.planoai.dev/concepts/llm_providers/llm_providers",
   },
   {
     id: 3,
@@ -31,7 +31,7 @@ const carouselData = [
     description:
       "Knowing when agents fail or delight users is a critical signal that feeds into the reinforcement learning and optimization cycle. Plano makes this trivial by sampling hyper-rich information traces from live production agentic interactions so that you can improve agent performance faster.",
     image: "/Telemetry.svg",
-    link: "https://docs.planoai.dev/get_started/installation",
+    link: "https://docs.planoai.dev/guides/observability/observability.html",
   },
   {
     id: 4,
@@ -40,7 +40,7 @@ const carouselData = [
     description:
       "Plano comes built-in with a state-of-the-art guardrail model you can use for things like jailbreak detection. But you can easily extend those capabilities via plano's agent filter chain to apply custom policy checks in a centralized way and keep users engaged on topics relevant to your requirements.",
     image: "/ShipConfidently.svg",
-    link: "https://docs.planoai.dev/get_started/installation",
+    link: "https://docs.planoai.dev/guides/prompt_guard.html",
   },
   {
     id: 5,
@@ -49,7 +49,7 @@ const carouselData = [
     description:
       "Plano's sidecar deployment model avoids library-based abstractions - operating as a protocol-native data plane that integrates seamlessly with your existing agents via agentic APIs (like v1/responses). This decouples your core agent logic from plumbing concerns - run it alongside any framework without code changes, vendor lock-in, or performance overhead.",
     image: "/Contextual.svg",
-    link: "https://docs.planoai.dev/get_started/installation",
+    link: "https://docs.planoai.dev/concepts/tech_overview/tech_overview.html",
   },
 ];
 
diff --git a/apps/www/src/components/UnlockPotentialSection.tsx b/apps/www/src/components/UnlockPotentialSection.tsx
index 710e3a75..440199fa 100644
--- a/apps/www/src/components/UnlockPotentialSection.tsx
+++ b/apps/www/src/components/UnlockPotentialSection.tsx
@@ -33,10 +33,10 @@ export function UnlockPotentialSection({
 
           <div className="flex flex-col sm:flex-row gap-5">
             <Button asChild>
-              <Link href="https://docs.planoai.dev">Deploy today</Link>
+              <Link href="https://docs.planoai.dev/get_started/quickstart">Deploy today</Link>
             </Button>
             <Button variant="secondaryDark" asChild>
-              <Link href="https://docs.planoai.dev">Documentation</Link>
+              <Link href="https://docs.planoai.dev/get_started/quickstart">Documentation</Link>
             </Button>
           </div>
         </div>
diff --git a/apps/www/src/components/UseCasesSection.tsx b/apps/www/src/components/UseCasesSection.tsx
index a330ec68..6b4120cc 100644
--- a/apps/www/src/components/UseCasesSection.tsx
+++ b/apps/www/src/components/UseCasesSection.tsx
@@ -115,7 +115,7 @@ export function UseCasesSection() {
               What's possible with Plano
             </h2>
             <Button asChild className="hidden lg:block">
-              <Link href="https://docs.planoai.dev/get_started/installation">
+              <Link href="https://docs.planoai.dev/get_started/quickstart">
                 Start building
               </Link>
             </Button>
@@ -158,7 +158,7 @@ export function UseCasesSection() {
         {/* Start building button - Mobile only, appears last */}
         <div className="lg:hidden mt-8">
           <Button asChild className="w-full">
-            <Link href="https://docs.planoai.dev/get_started/installation">
+            <Link href="https://docs.planoai.dev/get_started/quickstart">
               Start building
             </Link>
           </Button>
@@ -289,7 +289,7 @@ export function UseCasesSection() {
                         <div className="flex flex-col sm:flex-row gap-3 w-full sm:w-auto order-1">
                           <Button asChild className="w-full sm:w-auto">
                             <Link
-                              href="https://docs.planoai.dev/get_started/installation"
+                              href="https://docs.planoai.dev/get_started/quickstart"
                               className="flex items-center gap-2"
                             >
                               Start building
diff --git a/packages/ui/src/components/Navbar.tsx b/packages/ui/src/components/Navbar.tsx
index c1cc3b26..4269433c 100644
--- a/packages/ui/src/components/Navbar.tsx
+++ b/packages/ui/src/components/Navbar.tsx
@@ -9,7 +9,7 @@ import { motion, AnimatePresence } from "framer-motion";
 import { X, Menu } from "lucide-react";
 
 const navItems = [
-  { href: "https://docs.planoai.dev/get_started/installation", label: "start locally" },
+  { href: "https://docs.planoai.dev/get_started/quickstart", label: "start locally" },
   { href: "https://docs.planoai.dev", label: "docs" },
   { href: "/research", label: "research" },
   { href: "/blog", label: "blog" },