Provides Nuxt 4 patterns for hydration safety, SSR-safe data fetching with useFetch/useAsyncData, route rules for prerender/SWR/ISR, lazy loading, and performance optimization.
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Designs and optimizes AI agent action spaces, tool definitions, observation formats, error recovery, and context for higher task completion rates.
Implements structured self-debugging workflow for AI agent failures: capture errors, diagnose patterns like loops or context overflow, apply contained recoveries, and generate introspection reports.
Compares coding agents like Claude Code and Aider on custom YAML-defined codebase tasks using git worktrees, measuring pass rate, cost, time, and consistency.
Use when building or debugging Nuxt 4 apps with SSR, hybrid rendering, route rules, or page-level data fetching.
useFetch, useAsyncData, or $fetchDate.now(), Math.random(), browser-only APIs, or storage reads directly into SSR-rendered template state.onMounted(), import.meta.client, ClientOnly, or a .client.vue component when the server cannot produce the same markup.useRoute() composable, not the one from vue-router.route.fullPath to drive SSR-rendered markup. URL fragments are client-only, which can create hydration mismatches.ssr: false as an escape hatch for truly browser-only areas, not a default fix for mismatches.await useFetch() for SSR-safe API reads in pages and components. It forwards server-fetched data into the Nuxt payload and avoids a second fetch on hydration.useAsyncData() when the fetcher is not a simple $fetch() call, when you need a custom key, or when you are composing multiple async sources.useAsyncData() a stable key for cache reuse and predictable refresh behavior.useAsyncData() handlers side-effect free. They can run during SSR and hydration.$fetch() for user-triggered writes or client-only actions, not top-level page data that should be hydrated from SSR.lazy: true, useLazyFetch(), or useLazyAsyncData() for non-critical data that should not block navigation. Handle status === 'pending' in the UI.server: false only for data that is not needed for SEO or the first paint.pick and prefer shallower payloads when deep reactivity is unnecessary.const route = useRoute()
const { data: article, status, error, refresh } = await useAsyncData(
() => `article:${route.params.slug}`,
() => $fetch(`/api/articles/${route.params.slug}`),
)
const { data: comments } = await useFetch(`/api/articles/${route.params.slug}/comments`, {
lazy: true,
server: false,
})
Prefer routeRules in nuxt.config.ts for rendering and caching strategy:
export default defineNuxtConfig({
routeRules: {
'/': { prerender: true },
'/products/**': { swr: 3600 },
'/blog/**': { isr: true },
'/admin/**': { ssr: false },
'/api/**': { cache: { maxAge: 60 * 60 } },
},
})
prerender: static HTML at build timeswr: serve cached content and revalidate in the backgroundisr: incremental static regeneration on supported platformsssr: false: client-rendered routecache or redirect: Nitro-level response behaviorPick route rules per route group, not globally. Marketing pages, catalogs, dashboards, and APIs usually need different strategies.
Lazy prefix to dynamically import non-critical components.v-if so the chunk is not loaded until the UI actually needs it.<template>
<LazyRecommendations v-if="showRecommendations" />
<LazyProductGallery hydrate-on-visible />
</template>
defineLazyHydrationComponent() with a visibility or idle strategy.NuxtLink for internal navigation so Nuxt can prefetch route components and generated payloads.useFetch or useAsyncData, not top-level $fetch