Built for JigJoy × Mozaik Hackathon 2026

One idea.
Every platform.
Actually native.

Transform any blog post, document, or article into TikTok scripts, LinkedIn essays, Twitter threads, email newsletters, and more — simultaneously, with 17 concurrent AI agents powered by Mozaik v4, Adaption Labs & Mem0.

Try Ripple Now See how it works

17Concurrent Agents

~30sAvg. Runtime

7+Platform Formats

6.5hSaved vs Manual

Features

Why Ripple wins

True Concurrency

17 AI agents run simultaneously on the Mozaik v4 runtime. Not sequential chains — real parallel execution. One event, all agents react at once.

Brand Voice Guardian

A reactive agent that reviews every output in real-time. If content drifts off-brand, it fires a correction event and the platform agent self-corrects automatically.

Real-time Dashboard

Watch agents work live via Server-Sent Events. See status badges change, progress bars fill, and the event stream scroll — all in real-time.

Multi-format Input

Paste text, provide a URL, or upload PDF and Word documents. Ripple extracts the content and transforms it into 7+ platform-native formats.

Data Flywheel (Adaption Labs)

Automatically exports high-quality agent outputs to train a custom model via AutoScientist, enabling high-tier reasoning on cheap LLMs.

Organizational Memory (Mem0)

Integrated with Mem0 to remember your brand voice, high-scoring strategies, and viral hooks across sessions. Your agents learn over time.

How it works

From one input to everywhere

Drop your content

Paste a blog post, upload a PDF, or provide a URL. Set your brand voice (e.g., "casual, witty, technical but accessible").

Mozaik broadcasts one event

The Signal Extractor pulls out key insights, hooks, and quotes. Then CONTENT_READY is broadcast — and 8 platform agents react simultaneously.

Brand Guardian reviews

As each agent finishes, the BrandVoice Guardian reviews the output. Off-brand? It fires BRAND_VOICE_REVISE and the agent self-corrects.

Your content package is ready

7+ platform-native assets, a publish calendar, and trend insights — all in ~30 seconds. Copy, export, or start a new run.

Architecture

Mozaik v4 Event System

// Mozaik runtime broadcasts ONE event
sendEvent(CONTENT_READY, signals);

// 17 agents react SIMULTANEOUSLY — no waiting
TikTokAgent.onEvent → writing script...
LinkedInAgent.onEvent → writing essay...
TwitterAgent.onEvent → writing thread...
MemoryAgent.onEvent → recalling past strategies from Mem0...

// BrandVoice Guardian: reactive self-correction
BrandVoiceAgent.on(AGENT_COMPLETE) → reviews output
  → if off-brand → sendEvent(BRAND_VOICE_REVISE)
  → PlatformAgent self-corrects automatically

// Data Flywheel: high-quality outputs → Adaption Labs
AdaptionExporter.on(QUALITY_SCORED) → exports SFT data
  → AutoScientist trains custom model (Grade A: 9.4/10)

One idea. Every platform. Actually native.