Mckay Wrigley

Creator of Chatbot UI

Sources checked
ABOUT

Creator of Chatbot UI, the premier open-source ChatGPT UI with over 30,000 GitHub stars, and founder of Takeoff. Prominent technical educator on X (@mckaywrigley) with over 200,000 followers, pioneering vibe coding techniques, voice AI assistants, and rapid full-stack AI development.

Areas of focus

Professional niches

THE WORK BEHIND THE PROFILE

Proof of Work

implementationChecked Sep 22, 2026

Chatbot UI: An Open Source AI Chat Interface for Frontier Models

Architected Chatbot UI, a Next.js and Supabase open-source application with 30k+ stars enabling local and cloud deployment of multi-model chats, prompt presets, file uploads, and custom vector search embeddings.

Scope & limitations

Client-side state management requires persistent database sync for multi-device conversation state.

Context: OpenAI, Anthropic, Mistral, Ollama, pgvector embeddings.

View mission
implementationChecked Sep 22, 2026

Voice-First Multimodal Agent Harnesses and Vibe Coding Workflows

Developed real-time voice agent prototypes combining WebSocket audio streaming, low-latency function calling, and Cursor-driven rapid software development workflows.

Scope & limitations

WebSocket audio streams are sensitive to network packet jitter and browser audio permissions.

Context: OpenAI Realtime API, Cursor AI code generation, ElevenLabs streaming audio.

View mission

Guides to evaluating AI expertise