Labs

Experimentalprojects

Explorations in emerging technologies, new patterns, and innovative approaches. These projects are learning exercises and proofs of concept—some may evolve into production tools.

Featured Experiments

beta
AI/ML

AI Code Review Assistant

An experimental AI-powered code review tool that provides contextual feedback, suggests improvements, and identifies potential bugs before they ship.

Explore project
alpha
Real-time

Real-time Collaborative Editor

Exploring CRDTs and operational transforms for building Google Docs-style collaborative editing experiences with offline support.

Explore project
experimental
Edge Computing

Edge ML Inference

Running machine learning models at the edge for ultra-low latency predictions without cold starts.

Explore project
AI/MLbeta

AI Code Review Assistant

An experimental AI-powered code review tool that provides contextual feedback, suggests improvements, and identifies potential bugs before they ship.

OpenAI GPT-4TypeScriptGitHub APINext.js
Explore project
Real-timealpha

Real-time Collaborative Editor

Exploring CRDTs and operational transforms for building Google Docs-style collaborative editing experiences with offline support.

Y.jsWebSocketReactIndexedDB
Explore project
Edge Computingexperimental

Edge ML Inference

Running machine learning models at the edge for ultra-low latency predictions without cold starts.

ONNX RuntimeVercel EdgeTensorFlow.jsWebAssembly
Explore project
Developer Toolsbeta

Visual Query Builder

A drag-and-drop interface for building complex database queries without writing SQL - built on top of Postgres metadata.

Reactdnd-kitPostgreSQLPrisma
Explore project
AI/MLalpha

AI Form Generator

Describe a form in natural language and generate a fully functional, validated form with proper field types and accessibility.

OpenAIReact Hook FormZodshadcn/ui
Explore project
Data Visualizationbeta

Streaming Analytics Dashboard

Real-time analytics dashboard with streaming data visualization and sub-second refresh rates over Kafka and ClickHouse.

Apache KafkaClickHouseReactD3.js
Explore project
AI/MLexperimental

Voice-First Interface

Exploring voice interactions for web applications with real-time transcription and natural language commands.

Web Speech APIWhisperOpenAIReact
Explore project
Developer Toolsalpha

Zero-Bundle Components

Component library that ships zero JavaScript to the client using React Server Components and modern CSS.

React Server ComponentsCSSNext.jsTypeScript
Explore project
Real-timeexperimental

Local-First Sync Engine

A sync engine for local-first applications with conflict resolution, offline support, and SQLite-in-the-browser.

SQLiteWASMIndexedDBWebSocket
Explore project
AI/MLexperimental

AI Testing Agent

An AI agent that automatically generates and runs end-to-end tests by understanding your application - Playwright under the hood.

OpenAIPlaywrightTypeScriptComputer Vision
Explore project
Edge Computingbeta

Edge Rate Limiter

A globally distributed rate limiter running at the edge with token-bucket and sliding-window algorithms backed by Cloudflare Durable Objects.

Cloudflare WorkersDurable ObjectsTypeScriptHono
Explore project
Data Visualizationalpha

Embedding Explorer

An interactive 3D visualizer for vector embeddings - paste a corpus, watch UMAP project it, and click clusters to inspect content.

Three.jsUMAPOpenAI EmbeddingsReact
Explore project

About Labs

Labs projects are experimental explorations, not production-ready solutions. They represent learning journeys and technical investigations. Some may become real products, others serve primarily as educational exercises. All learnings are shared openly.

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