Kelly Peilin Chan mr-kelly

Hi, I'm Kelly 👋

📍 Hong Kong ↔ San Francisco | 💻 Full-Stack Polyglot | 🚀 Serial Founder

Coding Agent is Eating The World. Making powerful AGI accessible to everyone — applying Coding Agents to simplify every industry.

🏖️ Mato - The Multi-Agent Terminal Office
🐳 Sandock - Sandbox in Dockers for AI Agents - 100% POSIX-compatible sandbox supporting full Claude Code execution
🎯 ProductReady - Production-ready Next.js boilerplate with native AI Agent, MCP, and enterprise features
🤖 AITable.ai - AI-powered workflow automation with visual database connecting 6,000+ apps (10,000+ customers)
📊 Vika - Chinese version of APITable with 1M+ users - AI-powered visual database and collaboration platform
🚀 APITable - API-oriented low-code platform for building collaborative apps (15k+ ⭐)
🦄 Bika.ai - AI team messenger for agentic workflows - chat with multiple agents to get work done
📬 MailDrone - AI-powered email marketing tool with unlimited contacts and pay-per-send pricing (1000+ users)
📊 NPSChimp - The simplest NPS survey tool for growing products and SaaS teams
📰 GeoDrone - Turn one topic into a fully-optimized SEO article
👁️ PreviewFile - Guard your files with effortless previews
💾 LastBackup - Modern database backup solution for PostgreSQL, MySQL, MongoDB with web interface
🛠️ ToolSDK MCP Registry - Awesome MCP Servers and Packages Registry with OAuth2.1 support (161 ⭐)
🌍 GAIA Agent - GAIA-benchmark-ready super agent built on AI SDK v6 ToolLoopAgent
🎮 KSFramework - Unity3D Framework with hot reload support (1.8k ⭐)

🎯 SLua - Fastest lua binding via static code generating for Unity3D and Mono (1.4k ⭐)
🎮 Strike Goddess - Strike Shooting Card RPG mobile game
🌐 qiyiguo.cc - Group-centric social network for university campuses — a privatized Twitter-like platform
📚 before18 - Social app for students under 18 — a small social network for studying together in libraries
⚙️ KEngine - Unity asset bundle framework with LGPL license
📋 TableML - DataTable-based Markup Language for C# & Mono & Unity
📦 Resources Packer - Python-based resources package generator for game development
🍵 Heytea GO - Official app for online ordering and pickup
📝 Unity Realtime Log - Unity realtime log in command line (batchmode)

📄 File-Augmented Retrieval: Making Every File Readable to Coding Agents via Persistent .meta Sidecars — A file-time augmentation paradigm that outperforms RAG (82.6% vs 58.7% accuracy) with zero infrastructure · Zenodo · PDF
📄 Coding Agent is All You Need: Don't Build Agents, Redirect Them — Transforming coding agents into domain experts via Markdown templates, reducing development effort by ~300x · Zenodo · PDF
📄 Magic Folder: A Filesystem-Level Abstraction for Human-Executable AI Applications — MFP transforms AI-generated project directories into typed, human-facing artifacts · PDF
📄 SIR-T2V: From Agent Pipeline to Editable Project — AI should output editable project files, not final rendered artifacts — reduces human correction cost by 4.7× · PDF

Building AGI tools - Creating Coding Agents that make complex AI systems accessible to everyone
Democratizing AI - Shipping tools and platforms that put powerful AI capabilities in everyone's hands
Researching post-AGI organizations - Exploring how AI will transform human collaboration and management structures
Shipping across the stack - Production experience with JavaScript/TypeScript, Python, C#, C++, Rust, Go, Java, PHP, Lua, and Objective-C++
AI-native workflow - Building with Claude Code, GitHub Copilot CLI, Kiro-cli, and Codex daily

"KISS (Keep It Simple and Stupid) is always the hardest part" - Simplicity is the ultimate sophistication in the age of AI.

🌟 15k+ GitHub stars on APITable - Leading open-source Airtable alternative
🎮 1k+ GitHub stars on KSFramework - Popular Unity3D hot reload framework
👔 Scaled to 200+ people - Led Internet Business Unit as GM managing Engineering, Product, Operations, HR, and Admin
🎓 Self-taught engineer - Finance major turned developer with no formal CS degree
💰 Raised tens of millions - Successfully closed significant VC funding rounds
🏗️ Full-stack polyglot - Shipped production code in 10+ languages
🤖 AI-native builder - Early adopter of AI-powered development workflows
🚀 Serial founder - Launched multiple SaaS products across AI, dev tools, and content