Inferensys

Glossary

View Composition

View composition is a server-side or edge-side pattern where a final user interface is assembled by aggregating rendered fragments from multiple, independent microservices or templates into a single cohesive page.
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DYNAMIC CONTENT ASSEMBLY

What is View Composition?

View Composition is a server-side or edge-side architectural pattern where a final user interface is assembled by aggregating rendered fragments from multiple, independent microservices or templates.

View Composition is the process of stitching together independently rendered content fragments into a single, cohesive web page at request time. Unlike traditional monolithic rendering, this pattern allows separate teams to own the full stack of their micro-frontend or service, including its presentation logic. An edge-side assembly layer, often using Edge-Side Includes (ESI) or a dedicated composition service, merges these fragments based on a dynamic template, resolving the final HTML stream before it reaches the browser.

This architecture decouples release cycles, enabling each service to be developed, deployed, and scaled independently. The composition layer handles cache invalidation for each fragment via surrogate keys, ensuring that a change in one service's output only purges its specific cached segment. This pattern is foundational for content orchestration, where a decisioning engine can swap fragments in real-time to power A/B testing or hyper-personalized experiences without a full page reload.

ARCHITECTURAL PRINCIPLES

Key Characteristics of View Composition

View Composition is a server-side or edge-side pattern where a final user interface is assembled by aggregating rendered fragments from multiple, independent microservices or templates. The following characteristics define its implementation and operational behavior.

01

Fragment Independence

Each UI fragment is self-contained, owning its own data retrieval, rendering logic, and styling. Fragments are developed, deployed, and scaled independently by separate teams without coordination. This enforces bounded contexts at the presentation layer.

  • Fragments fetch their own data from dedicated backend services
  • Each fragment can use its own technology stack (React, Vue, Svelte)
  • Failures in one fragment do not crash the entire page
  • Independent caching strategies per fragment based on data volatility
02

Server-Side Assembly

The final HTML document is constructed on the server or at the CDN edge before reaching the browser. This avoids the waterfall of client-side requests typical of micro-frontend architectures and ensures fast First Contentful Paint (FCP).

  • Assembly occurs at request time, not build time
  • Enables dynamic composition based on user context or A/B test assignments
  • Reduces client-side JavaScript overhead and layout shift
  • Compatible with Edge-Side Includes (ESI) and streaming responses
03

Transclusion Mechanics

Fragments are pulled into a parent template using transclusion—a mechanism where a placeholder in the layout is replaced with the rendered output of a remote fragment service. This can be synchronous or asynchronous.

  • ESI tags instruct edge servers to fetch and embed fragments
  • Server-side includes merge fragments during SSR
  • Tailored transclusion passes request headers (cookies, geolocation) to fragment endpoints
  • Timeouts and circuit breakers prevent slow fragments from blocking the full page
04

Unified State Management

While fragments are independent, they often share a global page state for consistency. A composition layer manages shared context—such as user identity, cart contents, or feature flags—and injects it into each fragment's rendering context.

  • Shared state is passed as props or via a server-side context object
  • Avoids duplicate data fetching across fragments
  • Enables coordinated interactions (e.g., adding an item to cart updates the header fragment)
  • State hydration ensures client-side interactivity aligns with server-rendered markup
05

Edge-Side Caching Strategy

View Composition enables granular caching where each fragment has its own Time-to-Live (TTL) based on content volatility. A product description fragment may cache for hours, while a personalized greeting fragment is never cached.

  • Surrogate keys allow targeted cache invalidation per fragment
  • Stale-while-revalidate patterns serve cached content while refreshing in the background
  • Cache headers are set by the fragment service, not the assembly layer
  • Dramatically reduces origin server load for high-traffic pages
06

Graceful Degradation

If a fragment service fails or times out, the composition layer serves a fallback rather than breaking the entire page. This ensures partial availability and a functional user experience even during partial outages.

  • Static fallback HTML is served when a fragment endpoint is unreachable
  • Timeout budgets prevent slow fragments from delaying the full page response
  • Health checks at the assembly layer route around unhealthy fragment instances
  • Degraded pages still render navigation, footer, and critical content
ARCHITECTURAL COMPARISON

View Composition vs. Related Patterns

How View Composition differs from other UI assembly and rendering patterns in modern web architectures.

FeatureView CompositionMicro-FrontendEdge-Side IncludesStatic Site Generation

Assembly Location

Server/Edge

Client Browser

CDN Edge

Build Server

Assembly Time

Request-time

Runtime

Request-time

Build-time

Component Independence

Full stack isolation

Full stack isolation

Presentation only

Page-level only

Data Freshness

Personalization Capability

Client-Side Hydration Required

Operational Complexity

Moderate

High

Low

Low

Primary Use Case

E-commerce PDPs, content hubs

Enterprise dashboards

Legacy content stitching

Documentation, blogs

VIEW COMPOSITION

Frequently Asked Questions

Clear, technical answers to the most common questions about assembling user interfaces from distributed, independently deployable fragments.

View Composition is a server-side or edge-side architectural pattern where a final user interface is assembled by aggregating rendered HTML fragments from multiple, independent microservices or templates. Instead of a monolithic application rendering the entire page, a composition layer requests markup from various source services—like a product service, a reviews service, and a recommendations service—and stitches them together into a single, coherent HTML document. This process typically occurs at the Edge-Side Includes (ESI) level, within a dedicated composition service, or via a Content Mesh. The key mechanism involves each fragment owning its own data fetching, rendering logic, and cache policy, allowing teams to develop, deploy, and scale UI components independently. The composition layer then resolves the final layout, often using a layout template that defines zones where fragments are injected, ensuring a unified user experience from disparate backends.

Prasad Kumkar

About the author

Prasad Kumkar

CEO & MD, Inference Systems

Prasad Kumkar is the CEO & MD of Inference Systems and writes about AI systems architecture, LLM infrastructure, model serving, evaluation, and production deployment. Over 5+ years, he has worked across computer vision models, L5 autonomous vehicle systems, and LLM research, with a focus on taking complex AI ideas into real-world engineering systems.

His work and writing cover AI systems, large language models, AI agents, multimodal systems, autonomous systems, inference optimization, RAG, evaluation, and production AI engineering.