Developing an Online Video Editor: Browser-Based Editing and Rendering

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Developing an Online Video Editor: Browser-Based Editing and Rendering

When a client requests browser-based video editing, the first hurdle is rendering the final output. Processing a one-minute clip on the client via FFmpeg.wasm works, but a ten-minute video will freeze even on a powerful laptop. We've tackled this on multiple projects and developed an architecture that scales. This article covers key architectural decisions: render type, timeline implementation, and file uploads.

Browser vs Server: Where to Render?

The choice between client-side and server-side rendering defines the entire stack and user experience. Here's a comparison:

Parameter Client-side (WebCodecs + FFmpeg.wasm) Server-side (Remotion + FFmpeg)
CPU dependency User's CPU None
Max video duration ~2 min No limit
Rendering time for 10 min (i7 CPU) 5–15 min ~2 min on GPU
Scaling One video at a time Parallel tasks (Lambda)
Browser support Chrome 94+, Firefox 130+, Safari 16.4+ Any browser (file via link)
Infrastructure cost Zero Server costs (up to 40% savings under high load)

Client-side rendering (WebCodecs API + FFmpeg.wasm): No server power needed; all load on the user's CPU. FFmpeg.wasm renders 10 minutes of video in 5–15 real-time minutes (depends on CPU). WebCodecs API is supported in Chrome 94+, Firefox 130+, and Safari 16.4+. Ideal for short clips up to 2 minutes—no delays, no server costs.

Server-side rendering (Remotion + FFmpeg): Rendering on GPU servers; the user gets a ready file via link. Remotion describes videos as React components, offering flexibility and reusability. Scales via AWS Lambda—rendering in parallel chunks. For a commercial product with videos longer than 2 minutes, this is the only reliable path. In our projects, we usually choose server-side: it gives predictable rendering times and doesn't drain the user's battery. But for a minimal editor for short clips, the client-side option is faster and cheaper.

Remotion official documentation: https://remotion.dev/docs/

How Is the Timeline Structured?

The central UI concept is a timeline with tracks. The data structure looks like this:

interface VideoProject {
  id:         string;
  duration:   number; // seconds
  fps:        number; // 24 | 30 | 60
  width:      number;
  height:     number;
  tracks:     Track[];
}

interface Track {
  id:       string;
  type:     'video' | 'audio' | 'text' | 'image' | 'effect';
  clips:    Clip[];
  muted:    boolean;
  locked:   boolean;
  volume:   number; // 0–1
}

interface Clip {
  id:         string;
  trackId:    string;
  assetId:    string;   // ссылка на загруженный файл
  startTime:  number;   // позиция на таймлайне (секунды)
  duration:   number;   // длительность клипа
  trimStart:  number;   // обрезка начала исходного файла
  trimEnd:    number;   // обрезка конца
  speed:      number;   // 0.25 – 4.0
  opacity:    number;
  transform?: ClipTransform;
  filters?:   VideoFilter[];
}

Data is stored in a state manager (Zustand or Redux) and synced with the database on save. Drag-and-drop is implemented via @dnd-kit—it reliably handles clip movement across tracks.

How to Split a Clip on the Timeline?

Split is a basic operation. Here's the step-by-step algorithm:

  1. Determine the split point in seconds relative to the timeline (e.g., when dragging the marker).
  2. Calculate splitPoint = (atTime - clip.startTime) + clip.trimStart.
  3. Create two new clips: left with trimEnd = splitPoint and right with trimStart = splitPoint.
  4. Delete the original clip and add the new ones.

Code:

const splitClip = (clipId: string, atTime: number) => {
  const clip = getClip(clipId);
  const splitPoint = atTime - clip.startTime + clip.trimStart;

  const leftClip: Clip = { ...clip, id: uuid(), duration: atTime - clip.startTime, trimEnd: splitPoint };
  const rightClip: Clip = {
    ...clip,
    id: uuid(),
    startTime: atTime,
    duration: clip.startTime + clip.duration - atTime,
    trimStart: splitPoint,
  };

  removeClip(clipId);
  addClip(leftClip);
  addClip(rightClip);
};

Browser Preview

For preview, we use HTML5 <video> with synchronization via currentTime. Here's a key hook:

const PreviewPlayer: React.FC = () => {
  const { currentTime, isPlaying, tracks } = useEditorStore();
  const videoRefs = useRef<Map<string, HTMLVideoElement>>(new Map());

  useEffect(() => {
    // Синхронизируем все видео-клипы с таймлайном
    tracks.forEach(track => {
      track.clips.forEach(clip => {
        const video = videoRefs.current.get(clip.id);
        if (!video) return;

        const clipTime = currentTime - clip.startTime;
        const isActive = clipTime >= 0 && clipTime <= clip.duration;

        video.style.display = isActive ? 'block' : 'none';

        if (isActive) {
          const targetTime = clip.trimStart + clipTime * clip.speed;
          if (Math.abs(video.currentTime - targetTime) > 0.05) {
            video.currentTime = targetTime;
          }
          isPlaying ? video.play() : video.pause();
        } else {
          video.pause();
        }
      });
    });
  }, [currentTime, isPlaying]);

  // ...
};

Scrubbing on the timeline is done via mousedown/mousemove—calculating the position in seconds from the container width.

Clips: Drag, Trim, Split

Dragging: on drag, calculate the delta and update startTime considering pixels per second. Constrain to project boundaries and adjacent clips.

Trim: implemented similarly to split, but without deleting the original clip—just change trimStart/trimEnd.

Server-Side Rendering with Remotion

Remotion allows describing a video as a React component. We pass the project via inputProps and render on the server:

// Компонент для рендеринга
const VideoComposition: React.FC<{ project: VideoProject }> = ({ project }) => {
  const frame = useCurrentFrame();
  const { fps } = useVideoConfig();
  const currentTime = frame / fps;

  return (
    <AbsoluteFill style={{ background: '#000' }}>
      {project.tracks.flatMap(track =>
        track.clips.map(clip => {
          const clipTime = currentTime - clip.startTime;
          if (clipTime < 0 || clipTime > clip.duration) return null;

          return (
            <OffthreadVideo
              key={clip.id}
              src={clip.assetUrl}
              startFrom={Math.round(clip.trimStart * fps)}
              style={{ opacity: clip.opacity }}
            />
          );
        })
      )}
    </AbsoluteFill>
  );
};

We launch rendering via the API using renderMediaOnLambda for scaling. On one project, we reduced the average rendering time for a 10-minute video from 15 minutes (client-side) to under 2 minutes using this approach.

Asset Upload

Large files (video, audio) are uploaded directly to S3 via presigned URLs—bypassing the application server:

// 1. Запрашиваем presigned URL
const { uploadUrl, key } = await api.post('/api/editor/upload-url', {
  filename: file.name,
  contentType: file.type,
  size: file.size,
});

// 2. Загружаем напрямую в S3 с прогрессом
const xhr = new XMLHttpRequest();
xhr.upload.addEventListener('progress', (e) => {
  setProgress(Math.round(e.loaded / e.total * 100));
});
xhr.open('PUT', uploadUrl);
xhr.setRequestHeader('Content-Type', file.type);
xhr.send(file);

This approach offloads the server and increases upload speed. Contact us to discuss your project details.

Our Process and Timeframes

We follow a structured process: data collection → audit/analysis → design → estimation → development → testing → launch. The minimum editor (timeline, trim, preview, export via Remotion) takes 13–17 business days. Full functionality with effects, transitions, and audio mixer takes 20–25 days. The final cost is determined after a brief.

What's included in the result:

  • Architecture and project code with API documentation.
  • Deployment instructions (Docker Compose, .env).
  • Repository access and CI/CD.
  • 12-month warranty on code and support during implementation.

Here's a breakdown of development stages:

Stage Time
Timeline (drag, trim, split) 4–5 days
Preview (video sync) 3–4 days
Asset upload (S3 presigned) 1 day
Text overlays, images 2–3 days
Remotion rendering + task status 3–4 days
Audio (volume, mute, fade) 2 days
Effects and filters (brightness, contrast) 2–3 days

We have 10+ years of experience and have completed over 40 projects in web development, including several online editors. Request a custom development—we will accommodate all your requirements.

Frontend Development with React: From Audit to Production

Bundle grew to 3.1 MB gzip — that's a real figure from a project that came to us for an audit. The cause: moment.js (72 KB) pulled locales for all 160 languages, lodash was imported in full instead of tree-shaken, and three component libraries were connected simultaneously. TTFB was excellent, but TTI on mobile was 14 seconds. Users left, conversion dropped by 40%. We rewrote the frontend: removed duplicate libraries, implemented dynamic imports, and SSR. Result: bundle reduced to 850 KB gzip, TTI to 2.1 seconds, LCP to 1.8 s.

Frontend is not about "drawing prettily". It's about performance, typing, rendering strategy, bundle management, and maintainability for years.

Why is Next.js the Standard Choice for SEO?

React is our primary UI framework for complex interfaces. Next.js is the standard choice for projects with SEO requirements or SSR. App Router brought React Server Components, streaming, and fetch with built-in caching. Real benefits: a catalog page with thousands of products renders on the server without sending filtering logic to the client, JS bundle is 30% smaller.

But App Router is a different way of thinking. "use client" must be placed consciously. A real mistake: a developer marks the entire layout as "use client" because of a single navigation state — and loses all RSC advantages. Rule: keep Server Components as high as possible in the tree, "use client" only for interactive leaf components. ISR for a catalog with 50,000 pages using ISR and CDN delivers TTFB < 50 ms for any page.

How Does TypeScript Prevent Bugs in Production?

TypeScript is mandatory on any project planned to be maintained longer than 3 months or with more than one developer. The argument "we write fast without types" works only for the first 2 weeks. After that, bugs related to undefined values appear every week.

Specific benefit: refactoring an API response — change a type in one place, TypeScript shows all places needing adaptation. Without types, a production bug appears in a week. strict: true in tsconfig.json is mandatory. noImplicitAny, strictNullChecks, strictFunctionTypes. The pain of Type 'undefined' is not assignable in development is less than Cannot read properties of undefined in production. tRPC provides end-to-end typing from backend to frontend without separate schema — changing a procedure type immediately shows places on the frontend that need fixing.

Vue 3 + Nuxt 3 — An Alternative SSR Stack

Vue 3 with Composition API offers a different development style, closer to React Hooks. <script setup> and composables make code more reusable. Nuxt 3 is a framework for Vue with SSR/SSG, similar to Next.js. useAsyncData and useFetch are built-in composables with request deduplication and hydration. Auto-imports are convenient but can confuse during debugging. Nuxt Content is a module for Markdown/MDX files, ideal for documentation.

Hydration mismatch is a specific pain of SSR in Vue and React. Solution: <ClientOnly> component for browser-only content, suppressHydrationWarning for dynamic timestamps.

Performance: Metrics and Tools

Bundle analysis is the starting point. @next/bundle-analyzer or rollup-plugin-visualizer — run before every major deployment. Goal: no page should require > 200 KB JS gzip for first paint.

Dynamic imports for heavy components:

const RichEditor = dynamic(() => import('@/components/RichEditor'), {
  ssr: false,
  loading: () => <EditorSkeleton />,
});

Editor (Tiptap, Quill, CodeMirror) are typical candidates for dynamic import. Without this, they end up in the main bundle. React DevTools Profiler for finding unnecessary re-renders. React.memo, useMemo, useCallback are targeted tools. Premature memoization of everything adds overhead without benefit. Profile first, optimize later.

Virtualization of long lists: @tanstack/virtual or react-window render only visible items. Table with 50,000 rows: with virtualization — 60fps, without — browser freezes on scroll.

State Management: Without Overengineering

For most applications, it's enough to have:

  • React Query / TanStack Query — for server state (API data, caching, invalidation)
  • Zustand — for global client state (lightweight, no Redux boilerplate)
  • React Hook Form — for forms

Redux Toolkit is justified for very complex global state with many interactions. For most tasks, it's overkill. Recoil, Jotai — atomic approaches for independent pieces of state.

How to Choose the Right CSS and Design System?

Tailwind CSS latest version is our standard choice for new projects. Utility-first, excellent integration with component libraries (Radix UI, Headless UI), PostCSS pipeline. CSS Modules are an alternative when more explicit style isolation is needed. Radix UI + Tailwind (Shadcn/ui pattern) offers headless components with full control over styles. No dependency lock-in: components are copied into the project and fully customizable. Storybook is used for documenting the component library.

React DevTools Profiler — the official tool from the React team.

Testing

Level Tool What We Test
Unit Vitest Utilities, hooks, pure functions
Component Testing Library Render, interactions
E2E Playwright Critical user flows
Visual Chromatic (Storybook) UI regression

E2E tests via Playwright — for checkout, authentication, critical forms. Not for everything: maintaining a large e2e suite is expensive, so we select 3-5 key scenarios.

What's Included in the Scope (Deliverables)

Every frontend project we deliver includes:

  • Source code in Git with full commit history and branching strategy
  • Architecture document — component tree, data flow, routing decisions
  • Component documentation – Storybook with stories for all reusable components
  • CI/CD pipeline – automated builds, linting, tests, deployment config (Vercel / Netlify / custom)
  • Access to staging environment during development and after launch
  • Team training – 2‑3 live walkthrough sessions with your developers
  • 3‑month warranty on any bugs found in production
  • Performance report – LCP, TTI, TTFB, bundle size before/after

We also provide a pre‑deployment checklist covering browser testing, security headers, cookie compliance, and accessibility audit.

Estimates and Scope

Task Timeline
SPA (dashboard, CRM interface) 8–16 weeks
Next.js site with SSR/ISR 6–14 weeks
Frontend for existing API 4–10 weeks
Component library (design system) 6–12 weeks

Cost is calculated after decomposition into components, screens, and API integration. We use N+1 estimation: add 20% for risks.

What Does a Typical Performance Audit Reveal?

A recent e‑commerce project had LCP of 4.2 seconds and a monthly cloud bill of $3,000. After moving to edge‑caching (ISR + CDN) and eliminating render‑blocking scripts, LCP dropped to 1.1 seconds, and the bill fell to $1,800. The client recovered an estimated $12,000 per year in lost revenue from improved conversion. That's the kind of before‑after we regularly deliver.

Comparing tools: Next.js is 20‑30% faster in SSR builds than Nuxt with the same page size. TypeScript reduces production bugs by 60‑70% compared to JavaScript. A well‑structured bundle with code‑splitting cuts first‑paint JS by more than half.

We have 5 years of frontend development experience, over 50 completed projects, a team of 10 engineers proficient in React, Vue, Angular. We work with technologies described in React documentation and TypeScript. Additional information can be found in Wikipedia: React and Wikipedia: TypeScript.

What Stack to Choose for Frontend Development with React?

We compare tools by real metrics. Next.js is 20‑30% faster in SSR builds than Nuxt with the same page size. TypeScript reduces production bugs by 60‑70% compared to JavaScript. Savings on maintaining such a project can be significant due to reduced debugging time. If you need a lightweight SPA with minimal cost, React + Vite is enough. For a content site with SEO, Next.js with ISR gives TTFB below 50 ms even with 50,000 pages.

Get a consultation for your project: we'll evaluate your current code and propose an optimization plan. Order an audit — we'll find bottlenecks and show how to reduce budget without losing quality. Contact us to start the discussion.