Build the UI
Task 1: Run everything locally
Section titled “Task 1: Run everything locally”Start the full local stack — the game-ui dev server together with a local Game API and a local AG-UI Story Agent (which in turn boots the Inventory MCP server) — with one command:
pnpm nx dev game-uiyarn nx dev game-uinpx nx dev game-uibunx nx dev game-uiThe dev target on game-ui has dependsOn on game-api:dev and dungeon_adventure.story:agent-dev, so Nx spins up every project’s local server in parallel. Through the connections we set up in Module 1, those in turn boot the Inventory MCP server and DynamoDB Local. Make sure your container engine is running, then open the dev server in a browser.
Task 2: Where CopilotKit is already wired up
Section titled “Task 2: Where CopilotKit is already wired up”When you ran the connection generator for game-ui → story in Module 1, the Shadcn website’s AG-UI integration was generated for you. It’s worth a quick look:
Directorypackages/game-ui/src/
Directorycomponents/
- AguiProvider.tsx Single
CopilotKitProviderregistered with every AG-UI agent. Directorycopilot/
- index.tsx Re-exports themed
CopilotChat/CopilotSidebar/CopilotPopup. - ShadcnAssistantMessage.tsx, ShadcnUserMessage.tsx, ShadcnChatInput.tsx, ShadcnCursor.tsx, copilot.css
- index.tsx Re-exports themed
- AguiProvider.tsx Single
Directoryhooks/
- useAguiStoryAgent.tsx Instantiates an
@ag-ui/clientHttpAgentpointing at the deployed Story Agent and padsthreadIdto AgentCore’s 33-character minimum session id.
- useAguiStoryAgent.tsx Instantiates an
- main.tsx Wraps
<App />in<AguiProvider>
All we need to do is drop a <CopilotChat agentId="agent" threadId={...} /> into a route. For more detail on how the integration is put together, see the React → AG-UI connection guide.
Task 3: Restyle for the dungeon
Section titled “Task 3: Restyle for the dungeon”Replace packages/game-ui/src/styles.css — this is the only file we change for styling. It imports the shared Shadcn globals, overrides the palette to a torch-lit dungeon theme, and makes CopilotKit inherit those colours:
@import '../../common/shadcn/src/styles/globals.css';@source './**/*.{ts,tsx}';
/* Dungeon theme — torch-lit parchment on stone. Applied to `:root` for the * page and to `[data-copilotkit][data-copilotkit]` for CopilotKit's chat * surface; CopilotKit ships a same-specificity `[data-copilotkit]` rule that * resets `--background` back to white, so we bump specificity with the * doubled selector. */:root,[data-copilotkit][data-copilotkit] { --background: oklch(0.18 0.02 60); --foreground: oklch(0.92 0.04 85); --card: oklch(0.22 0.03 60); --card-foreground: oklch(0.92 0.04 85); --popover: oklch(0.2 0.02 60); --popover-foreground: oklch(0.92 0.04 85); --primary: oklch(0.75 0.15 75); --primary-foreground: oklch(0.15 0.02 60); --secondary: oklch(0.28 0.04 60); --secondary-foreground: oklch(0.92 0.04 85); --muted: oklch(0.25 0.02 60); --muted-foreground: oklch(0.7 0.04 85); --accent: oklch(0.4 0.12 30); --accent-foreground: oklch(0.95 0.04 85); --destructive: oklch(0.55 0.22 25); --border: oklch(0.35 0.03 60); --input: oklch(0.3 0.03 60); --ring: oklch(0.75 0.15 75); --sidebar: oklch(0.15 0.02 60); --sidebar-foreground: oklch(0.88 0.04 85); --sidebar-primary: oklch(0.75 0.15 75); --sidebar-primary-foreground: oklch(0.15 0.02 60); --sidebar-accent: oklch(0.28 0.04 60); --sidebar-accent-foreground: oklch(0.92 0.04 85); --sidebar-border: oklch(0.3 0.03 60); --sidebar-ring: oklch(0.75 0.15 75);}
body { font-family: 'Georgia', 'Cambria', serif; background: radial-gradient(circle at 20% 10%, oklch(0.25 0.05 70 / 0.4), transparent 40%), radial-gradient(circle at 80% 90%, oklch(0.25 0.1 30 / 0.3), transparent 40%), var(--background);}
h1, h2, h3 { letter-spacing: 0.05em;}Task 4: Create the game routes
Section titled “Task 4: Create the game routes”We need two routes — one to pick a hero, one to play. Both use shadcn components and the CopilotKit chat; there is no hand-rolled chat UI.
import { useInfiniteQuery, useMutation } from '@tanstack/react-query';import { createFileRoute, useNavigate } from '@tanstack/react-router';import { useEffect, useMemo, useRef, useState } from 'react';import { Button } from ':dungeon-adventure/common-shadcn/components/ui/button';import { Input } from ':dungeon-adventure/common-shadcn/components/ui/input';import { Card, CardContent,} from ':dungeon-adventure/common-shadcn/components/ui/card';import { Spinner } from ':dungeon-adventure/common-shadcn/components/ui/spinner';import { useGameApi } from '../hooks/useGameApi';import type { IGame } from ':dungeon-adventure/game-api';
const GENRES = ['medieval', 'zombie', 'superhero'] as const;
export const Route = createFileRoute('/')({ component: RouteComponent });
function RouteComponent() { const [playerName, setPlayerName] = useState(''); const [pending, setPending] = useState<IGame['genre'] | null>(null); const navigate = useNavigate(); const gameApi = useGameApi(); const saveGame = useMutation(gameApi.games.save.mutationOptions()); const games = useInfiniteQuery( gameApi.games.query.infiniteQueryOptions( { limit: 10 }, { getNextPageParam: ({ cursor }) => cursor ?? undefined }, ), ); const savedGames = useMemo( () => games.data?.pages.flatMap((p) => p.items) ?? [], [games.data], );
// Auto-fetch subsequent pages when the sentinel at the bottom of the list // scrolls into view — keeps the homepage a simple infinite scroll without // a "Load more" button. const sentinel = useRef<HTMLDivElement | null>(null); useEffect(() => { const el = sentinel.current; if (!el || !games.hasNextPage) return; const io = new IntersectionObserver( (entries) => { if ( entries.some((e) => e.isIntersecting) && !games.isFetchingNextPage ) { void games.fetchNextPage(); } }, { rootMargin: '120px' }, ); io.observe(el); return () => io.disconnect(); }, [games.hasNextPage, games.isFetchingNextPage, games.fetchNextPage]);
const startGame = async (player: string, genre: IGame['genre']) => { if (!player.trim()) return; setPending(genre); try { if (!savedGames.find((g) => g.playerName === player)) { await saveGame.mutateAsync({ playerName: player, genre }); } await navigate({ to: '/game/$playerName', params: { playerName: player }, search: { genre }, }); } finally { setPending(null); } };
const busy = pending !== null; const firstLoad = games.isLoading;
return ( <div className="mx-auto flex w-full max-w-2xl flex-col gap-8"> <div className="text-center"> <h1 className="bg-gradient-to-r from-amber-300 to-rose-400 bg-clip-text text-5xl font-bold text-transparent"> AI Dungeon Adventure </h1> <p className="text-muted-foreground mt-2"> Pick a hero name, choose a genre, begin. </p> </div>
<Card> <CardContent className="flex flex-col gap-4 pt-6"> <Input placeholder="Your hero's name" value={playerName} disabled={busy} onChange={(e) => setPlayerName(e.target.value)} /> <div className="grid grid-cols-3 gap-3"> {GENRES.map((genre) => ( <Button key={genre} variant="secondary" disabled={!playerName.trim() || busy} onClick={() => startGame(playerName, genre)} > {pending === genre && <Spinner />} {genre[0].toUpperCase() + genre.slice(1)} </Button> ))} </div> </CardContent> </Card>
<div className="flex flex-col gap-2"> <h2 className="flex items-center gap-2 text-xl font-semibold"> Continue {(firstLoad || games.isFetching) && <Spinner className="size-4" />} </h2> {!firstLoad && savedGames.length === 0 && ( <p className="text-muted-foreground text-sm"> No saved games yet — start a new adventure above. </p> )} {savedGames.map((g) => ( <Button key={g.playerName} variant="outline" className="justify-between" disabled={busy} onClick={() => startGame(g.playerName, g.genre)} > <span>{g.playerName}</span> <span className="text-muted-foreground text-sm"> {g.genre[0].toUpperCase() + g.genre.slice(1)} </span> </Button> ))} <div ref={sentinel} aria-hidden className="h-1" /> {games.isFetchingNextPage && ( <div className="flex justify-center py-2"> <Spinner /> </div> )} </div> </div> );}import { createFileRoute } from '@tanstack/react-router';import { useInfiniteQuery, useMutation } from '@tanstack/react-query';import { createFileRoute, useNavigate } from '@tanstack/react-router';import { useEffect, useMemo, useRef, useState } from 'react';import { Button } from ':dungeon-adventure/common-shadcn/components/ui/button';import { Input } from ':dungeon-adventure/common-shadcn/components/ui/input';import { Card, CardContent,} from ':dungeon-adventure/common-shadcn/components/ui/card';import { Spinner } from ':dungeon-adventure/common-shadcn/components/ui/spinner';import { useGameApi } from '../hooks/useGameApi';import type { IGame } from ':dungeon-adventure/game-api';
export const Route = createFileRoute('/')({ component: RouteComponent,});const GENRES = ['medieval', 'zombie', 'superhero'] as const;
export const Route = createFileRoute('/')({ component: RouteComponent });
function RouteComponent() { const [playerName, setPlayerName] = useState(''); const [pending, setPending] = useState<IGame['genre'] | null>(null); const navigate = useNavigate(); const gameApi = useGameApi(); const saveGame = useMutation(gameApi.games.save.mutationOptions()); const games = useInfiniteQuery( gameApi.games.query.infiniteQueryOptions( { limit: 10 }, { getNextPageParam: ({ cursor }) => cursor ?? undefined }, ), ); const savedGames = useMemo( () => games.data?.pages.flatMap((p) => p.items) ?? [], [games.data], );
// Auto-fetch subsequent pages when the sentinel at the bottom of the list // scrolls into view — keeps the homepage a simple infinite scroll without // a "Load more" button. const sentinel = useRef<HTMLDivElement | null>(null); useEffect(() => { const el = sentinel.current; if (!el || !games.hasNextPage) return; const io = new IntersectionObserver( (entries) => { if ( entries.some((e) => e.isIntersecting) && !games.isFetchingNextPage ) { void games.fetchNextPage(); } }, { rootMargin: '120px' }, ); io.observe(el); return () => io.disconnect(); }, [games.hasNextPage, games.isFetchingNextPage, games.fetchNextPage]);
const startGame = async (player: string, genre: IGame['genre']) => { if (!player.trim()) return; setPending(genre); try { if (!savedGames.find((g) => g.playerName === player)) { await saveGame.mutateAsync({ playerName: player, genre }); } await navigate({ to: '/game/$playerName', params: { playerName: player }, search: { genre }, }); } finally { setPending(null); } };
const busy = pending !== null; const firstLoad = games.isLoading;
return ( <div className="text-center"> <header> <h1>Welcome</h1> <p>Welcome to your new React website!</p> </header> <div className="mx-auto flex w-full max-w-2xl flex-col gap-8"> <div className="text-center"> <h1 className="bg-gradient-to-r from-amber-300 to-rose-400 bg-clip-text text-5xl font-bold text-transparent"> AI Dungeon Adventure </h1> <p className="text-muted-foreground mt-2"> Pick a hero name, choose a genre, begin. </p> </div>
<Card> <CardContent className="flex flex-col gap-4 pt-6"> <Input placeholder="Your hero's name" value={playerName} disabled={busy} onChange={(e) => setPlayerName(e.target.value)} /> <div className="grid grid-cols-3 gap-3"> {GENRES.map((genre) => ( <Button key={genre} variant="secondary" disabled={!playerName.trim() || busy} onClick={() => startGame(playerName, genre)} > {pending === genre && <Spinner />} {genre[0].toUpperCase() + genre.slice(1)} </Button> ))} </div> </CardContent> </Card>
<div className="flex flex-col gap-2"> <h2 className="flex items-center gap-2 text-xl font-semibold"> Continue {(firstLoad || games.isFetching) && <Spinner className="size-4" />} </h2> {!firstLoad && savedGames.length === 0 && ( <p className="text-muted-foreground text-sm"> No saved games yet — start a new adventure above. </p> )} {savedGames.map((g) => ( <Button key={g.playerName} variant="outline" className="justify-between" disabled={busy} onClick={() => startGame(g.playerName, g.genre)} > <span>{g.playerName}</span> <span className="text-muted-foreground text-sm"> {g.genre[0].toUpperCase() + g.genre.slice(1)} </span> </Button> ))} <div ref={sentinel} aria-hidden className="h-1" /> {games.isFetchingNextPage && ( <div className="flex justify-center py-2"> <Spinner /> </div> )} </div> </div> );}This is the game picker: new-game form (shadcn Input + Button + Card) plus a “Continue” list fed by useGameApi().games.query with useInfiniteQuery — a bottom sentinel <div> watched by an IntersectionObserver auto-calls fetchNextPage() when scrolled into view, and spinners next to the heading and below the list surface the loading state. Starting a game saveGames the (playerName, genre) pair (so it shows up next time) and navigates to the play route.
import { UseAgentUpdate, useAgent } from '@copilotkit/react-core/v2';import { useQuery } from '@tanstack/react-query';import { createFileRoute } from '@tanstack/react-router';import { useEffect, useMemo, useRef } from 'react';import { CopilotChat } from '../../components/copilot';import { useGameApi } from '../../hooks/useGameApi';import type { IGame } from ':dungeon-adventure/game-api';
// AgentCore session ids must be at least 33 characters. The AG-UI hook pads// the threadId to this length before sending, so the thread id is stable for// a given (player, genre) pair — revisiting the URL continues the same story.const buildThreadId = (playerName: string, genre: string) => `${playerName}-${genre}`.padEnd(33, '0');
export const Route = createFileRoute('/game/$playerName')({ component: RouteComponent, validateSearch: (search: Record<string, unknown>) => ({ genre: search.genre as IGame['genre'], }),});
function RouteComponent() { const { playerName } = Route.useParams(); const { genre } = Route.useSearch(); const threadId = useMemo( () => buildThreadId(playerName, genre), [playerName, genre], );
const gameApi = useGameApi(); const inventory = useQuery( gameApi.inventory.query.queryOptions({ playerName, limit: 100 }), ); // Conversation history persisted by the agent's ``S3SessionManager``. Each // turn is stored as ``session_<threadId>/agents/agent_default/messages/…``. // // `staleTime: 0` + `refetchOnMount: 'always'` together force a fresh read // on every visit — the cached snapshot from the *first* time we loaded // this route (before the agent had written any turns back to S3) would // otherwise look like an empty thread on revisit and trigger re-priming. const pastActions = useQuery({ ...gameApi.actions.query.queryOptions({ sessionId: threadId }), staleTime: 0, refetchOnMount: 'always', });
const { agent } = useAgent({ agentId: 'agent', updates: [UseAgentUpdate.OnMessagesChanged], });
// Hydrate the chat once the history query resolves. For a fresh thread // (no stored messages) the agent's system prompt expects the player's // name and genre in the first user message, so send that priming line. // // We wait for `isFetching` to go false (rather than just `isLoading`) so // that revisits with a cached empty result from the first visit aren't // mistaken for a fresh thread — the background refetch is what sees the // turns the agent wrote since. const primedRef = useRef(false); useEffect(() => { if (!agent || primedRef.current) return; if (pastActions.isFetching || !pastActions.isSuccess) return; primedRef.current = true; const items = pastActions.data.items; if (items.length > 0) { agent.setMessages( items.map((a) => ({ id: `m-${a.messageId}`, role: a.role, content: a.content, })), ); return; } agent.addMessage({ id: crypto.randomUUID(), role: 'user', content: `My name is ${playerName}. Start my ${genre} adventure.`, }); void agent.runAgent(); }, [ agent, pastActions.data, pastActions.isFetching, pastActions.isSuccess, playerName, genre, ]);
// The agent's ``add-to-inventory`` tool calls mutate DynamoDB directly, so // the inventory query needs a nudge to refetch as turns complete. The // ``useAgent({ updates: [OnMessagesChanged] })`` subscription re-renders // this route on each message event — refetch whenever the message count // changes, which covers both the initial populate and every subsequent // turn. const seenMessages = useRef(0); useEffect(() => { if (!agent) return; if (agent.messages.length !== seenMessages.current) { seenMessages.current = agent.messages.length; void inventory.refetch(); } });
return ( <div className="relative flex h-[calc(100vh-10rem)] min-h-0 flex-col"> {!!inventory.data?.items.length && ( <aside className="bg-accent text-accent-foreground pointer-events-none absolute right-4 top-4 z-10 w-56 rounded-lg border p-3 shadow-lg"> <div className="mb-1 font-semibold">📦 Inventory</div> <ul className="flex flex-col gap-0.5 text-sm"> {inventory.data.items.map((item) => ( <li key={item.itemName}> {item.emoji ?? '•'} {item.itemName} {item.quantity > 1 ? ` (x${item.quantity})` : ''} </li> ))} </ul> </aside> )} <CopilotChat agentId="agent" threadId={threadId} labels={{ chatInputPlaceholder: 'What do you do?', welcomeMessageText: `${playerName}'s ${genre} adventure`, }} /> </div> );}This is the play route. It builds the deterministic threadId ({player}-{genre} padded to 33 chars — the AG-UI hook will send it verbatim as the AgentCore session id), renders <CopilotChat agentId="agent" threadId={threadId} />, and overlays the inventory from useGameApi().inventory.query on top. On mount, useGameApi().actions.query({ sessionId: threadId }) reads the conversation history the agent has stored in S3 and — if there is any — calls agent.setMessages(...) to rehydrate the chat; otherwise it sends one priming user message to kick the story off. agent.messages is subscribed via useAgent({ updates: [OnMessagesChanged] }) so every new turn also refetches the inventory query (the MCP tool calls mutate DynamoDB directly).
Once saved, the dev server at http://localhost:4200/ should now let you start an adventure and chat with the Story Agent.

Task 5: Deploy to AWS
Section titled “Task 5: Deploy to AWS”Your game is complete and you’ve tested every piece locally. Now let’s deploy it to AWS so you can play it from anywhere.
Build your code
Section titled “Build your code”pnpm buildyarn buildnpm run buildbun buildDeploy your application
Section titled “Deploy your application”pnpm nx deploy infra "dungeon-adventure-infra-sandbox/*"yarn nx deploy infra "dungeon-adventure-infra-sandbox/*"npx nx deploy infra "dungeon-adventure-infra-sandbox/*"bunx nx deploy infra "dungeon-adventure-infra-sandbox/*"The deploy target uses CloudFormation express mode by default, which completes each resource operation as soon as its configuration is applied rather than waiting for full stabilization. Your first deployment will take around 4 minutes to complete, and some resources (such as the CloudFront distribution) may continue provisioning in the background for a short while afterwards. Subsequent deployments are faster.
Once the deployment completes, you will see outputs similar to the following:
dungeon-adventure-infra-sandbox-Applicationdungeon-adventure-infra-sandbox-Application: deploying... [2/2]
✅ dungeon-adventure-infra-sandbox-Application
✨ Deployment time: 220s
⚠️ Stack deployed using Express Mode. Resources still stabilizing: GameUICloudfrontDistribution, UserIdentityWebAcl, ...and more...
Outputs:dungeon-adventure-infra-sandbox-Application.GameApiEndpointXXX = https://xxx.execute-api.region.amazonaws.com/prod/dungeon-adventure-infra-sandbox-Application.GameUIDistributionDomainNameXXX = xxx.cloudfront.netdungeon-adventure-infra-sandbox-Application.InventoryMcpArn = arn:aws:bedrock-agentcore:region:xxxxxxx:runtime/dungeonadventureventoryMcpServerXXXX-YYYYdungeon-adventure-infra-sandbox-Application.RuntimeConfigApplicationId = xxxxdungeon-adventure-infra-sandbox-Application.StoryAgentArn = arn:aws:bedrock-agentcore:region:xxxxxxx:runtime/dungeonadventurecationStoryAgentXXXX-YYYYdungeon-adventure-infra-sandbox-Application.UserIdentityUserIdentityIdentityPoolIdXXX = region:xxxdungeon-adventure-infra-sandbox-Application.UserIdentityUserIdentityUserPoolClientIdXXX = xxxxxxxxxxdungeon-adventure-infra-sandbox-Application.UserIdentityUserIdentityUserPoolIdXXX = region_xxxNavigate to your CloudFront URL (GameUIDistributionDomainName from the CDK outputs), sign up for a new account, and play your game running entirely on AWS!
Task 6: Mixing local and deployed components
Section titled “Task 6: Mixing local and deployed components”You’ve seen two ends of the spectrum: everything local (dev) and everything deployed. During day-to-day development it’s often useful to mix the two — for example, iterate on website code against the real deployed API and agent, or run the API locally against the real DynamoDB table.
The key is the RUNTIME_CONFIG_APP_ID environment variable. When a project runs without LOCAL_DEV=true, the runtime config lookups fetch their configuration from AWS AppConfig using this application id — the RuntimeConfigApplicationId value from your CDK outputs.
Each website has a load:runtime-config target that downloads the deployed runtime-config.json (Cognito pool, API endpoints, agent ARN) into the local dev server. Some useful combinations:
-
Local website → deployed backend. Pull the deployed config once, then run the plain
servetarget so the UI talks to the deployed API and agent:Terminal window pnpm nx run game-ui:load:runtime-configTerminal window yarn nx run game-ui:load:runtime-configTerminal window npx nx run game-ui:load:runtime-configTerminal window bunx nx run game-ui:load:runtime-configTerminal window pnpm nx serve game-uiTerminal window yarn nx serve game-uiTerminal window npx nx serve game-uiTerminal window bunx nx serve game-ui -
Local API → real DynamoDB table. Run the plain
servetarget withRUNTIME_CONFIG_APP_IDset to the deployed application id:Terminal window RUNTIME_CONFIG_APP_ID=<RuntimeConfigApplicationId from CDK outputs> pnpm nx serve game-apiTerminal window RUNTIME_CONFIG_APP_ID=<RuntimeConfigApplicationId from CDK outputs> yarn nx serve game-apiTerminal window RUNTIME_CONFIG_APP_ID=<RuntimeConfigApplicationId from CDK outputs> npx nx serve game-apiTerminal window RUNTIME_CONFIG_APP_ID=<RuntimeConfigApplicationId from CDK outputs> bunx nx serve game-api
This flexibility lets you test exactly the slice you’re working on, against whichever components — local or deployed — make sense.
Congratulations. You have built, tested, and deployed your Agentic Dungeon Adventure Game! 🎉🎉🎉