refactor: convert agent bento cards from videos to React animation components

- Replaced video paths with imported animation components (Fungistor, Herodb, MOSSandboxes, etc.)
- Added new AgentDesign and AgentUseCase sections to agents page
- Updated hero copy to emphasize private, sovereign AI and 2026 timeline
- Reorganized page layout with new sections between existing components

src/pages/agents/AgentBento.tsx

@@ -1,15 +1,32 @@
 "use client";
 
 import { Eyebrow, H3, P } from "@/components/Texts";
+import AgentCoordination from "./animations/AgentCoordination";
+import DeterministicExecution from "./animations/DeterministicExecution";
+import Fungistor from "./animations/Fungistor";
+import Herodb from "./animations/Herodb";
+import MOSSandboxes from "./animations/MOSSandboxes";
+import MyceliumMesh from "./animations/MyceliumMesh";
 
-const bentos = [
+const bentos: {
+  id: string;
+  eyebrow?: string;
+  title: string;
+  subtitle?: string;
+  description: string;
+  animation: React.ComponentType | null;
+  colSpan: string;
+  rowSpan: string;
+  custom?: boolean;
+  noBorder?: boolean;
+}[] = [
   {
     id: "core",
     eyebrow: "ARCHITECTURE",
-    title: "Deterministic by Design",
+    title: "Augmented Intelligence Fabric",
     description:
-      "Every workload runs exactly as declared: no drift, no hidden state, no surprises.",
-    video: null,
+      "The sovereign substrate for autonomous AI. Stateless, geo-aware, end-to-end encrypted—and verifiable from intent to execution.",
+    animation: null,
     colSpan: "lg:col-span-3",
     rowSpan: "lg:row-span-1",
     custom: true,
@@ -23,7 +40,7 @@ const bentos = [
     subtitle: "Long-Term AI Memory",
     description:
       "Erasure coding + compression slash storage bloat by up to 10× vs basic replication. Source-encrypted shards are geo-dispersed—lose pieces, rebuild perfectly from a quorum.",
-    video: "/videos/fungistor.mp4",
+    animation: Fungistor,
     colSpan: "lg:col-span-3",
     rowSpan: "lg:row-span-1",
   },
@@ -33,7 +50,7 @@ const bentos = [
     subtitle: "Active AI Memory",
     description:
       "Multimodal vector+keyword retrieval makes RAG feel instant across text, image, audio. Time-aware, policy-guarded context keeps results fresh while access stays governed.",
-    video: "/videos/herodb.mp4",
+    animation: Herodb,
     colSpan: "lg:col-span-3",
     rowSpan: "lg:row-span-1",
   },
@@ -43,7 +60,7 @@ const bentos = [
     subtitle: "Secure Agent Workspaces",
     description:
       "Attested, signed workspaces spin up ≈5s worldwide—ready to execute. Hardware isolation and scoped egress: run hard, tear down clean, zero residue.",
-    video: "/videos/herodb.mp4",
+    animation: MOSSandboxes,
     colSpan: "lg:col-span-3",
     rowSpan: "lg:row-span-1",
   },
@@ -53,7 +70,7 @@ const bentos = [
     subtitle: "Secure Communication Network",
     description:
       "A private, public-key fabric with self-healing multi-path routing. Glides through NATs and firewalls—direct, low-latency, no middlemen.",
-    video: "/videos/mesh.mp4",
+    animation: MyceliumMesh,
     colSpan: "lg:col-span-2",
     rowSpan: "lg:row-span-1",
   },
@@ -63,7 +80,7 @@ const bentos = [
     subtitle: "Verifiable Code Execution",
     description:
       "Declare intent, get a hash; remote attestation proves that is what runs. Reproducible builds, signed artifacts, immutable logs—supply chain, sealed.",
-    video: "/videos/deterministic.mp4",
+    animation: DeterministicExecution,
     colSpan: "lg:col-span-2",
     rowSpan: "lg:row-span-1",
   },
@@ -73,7 +90,7 @@ const bentos = [
     subtitle: "Sovereign Workflow Management",
     description:
       "Your private agent conducts swarms of specialists in parallel. Policies fan out work; human checkpoints keep you in command.",
-    video: "/videos/agent.mp4",
+    animation: AgentCoordination,
     colSpan: "lg:col-span-2",
     rowSpan: "lg:row-span-1",
   },
@@ -101,17 +118,9 @@ export function AgentBento() {
               <div
                 className={`relative flex lg:h-90 flex-col overflow-hidden rounded-[calc(var(--radius-lg)+1px)] `}
               >
-                {/* ✅ VIDEO instead of animation */}
-                {card.video ? (
+                {card.animation ? (
                   <div className="lg:h-64 h-48 w-full overflow-hidden bg-transparent flex items-center">
-                    <video
-                      src={card.video}
-                      autoPlay
-                      loop
-                      muted
-                      playsInline
-                      className="w-full h-full object-cover"
-                    />
+                    <card.animation />
                   </div>
                 ) : (
                   <div className="h-48 w-full flex items-center justify-center bg-transparent" />