Hi, I'm Kelly ๐
๐ Hong Kong โ San Francisco
๐ป Full-Stack Polyglot
๐ Serial Founder
JavaScriptTypeScriptPython
JavaC#C++
GoRustPHP
LuaReactVue.js
Node.jsDockerUnity
ClaudeGitHub Copilot
CursorCodex
KiroOpenCode
Coding Agent is Eating The World. Making powerful AGI accessible to everyone โ applying Coding Agents to simplify every industry.
Projects
Sandbox in Dockers for AI Agents โ 100% POSIX-compatible sandbox supporting full Claude Code execution
Production-ready Next.js boilerplate with native AI Agent, MCP, and enterprise features
AI-powered workflow automation with visual database connecting 6,000+ apps (10,000+ customers)
Chinese version of APITable with 1M+ users โ AI-powered visual database and collaboration platform
API-oriented low-code platform for building collaborative apps (15k+ โญ)
AI team messenger for agentic workflows โ chat with multiple agents to get work done
AI-powered email marketing with unlimited contacts and pay-per-send pricing (1000+ users)
The simplest NPS survey tool for growing products and SaaS teams
Turn one topic into a fully-optimized SEO article
Guard your files with effortless previews
Modern database backup solution for PostgreSQL, MySQL, MongoDB with web interface
Awesome MCP Servers and Packages Registry with OAuth2.1 support (161 โญ)
GAIA-benchmark-ready super agent built on AI SDK v6 ToolLoopAgent
Unity3D Framework with hot reload support (1.8k โญ)
Research
๐ 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
๐ 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
๐ Magic Folder: A Filesystem-Level Abstraction for Human-Executable AI Applications
MFP transforms AI-generated project directories into typed, human-facing artifacts through marker files and runtime-specific handlers
๐ SIR-T2V: From Agent Pipeline to Editable Project
AI should output editable project files, not final rendered artifacts โ reduces human correction cost by 4.7ร and completes a 30-second ad in ~6 minutes
What I'm Doing
- ๐คBuilding AGI tools โ Creating Coding Agents that make complex AI systems accessible to everyone
- ๐Democratizing AI โ Shipping tools and platforms that put powerful AI capabilities in everyone's hands
- ๐ฌResearching post-AGI organizations โ Exploring how AI will transform human collaboration and management structures
- โกShipping across the stack โ Production experience with JavaScript/TypeScript, Python, C#, C++, Rust, Go, Java, PHP, Lua, and Objective-C++
- ๐ ๏ธAI-native workflow โ Building with Claude Code, GitHub Copilot CLI, Kiro-cli, and Codex daily
Recognition
๐ 15k+ GitHub stars on APITable โ Leading open-source Airtable alternative
๐ฎ 1k+ GitHub stars on KSFramework โ Popular Unity3D hot reload framework
๐ Scaled to 200+ people โ Led Internet Business Unit as GM
๐ Self-taught engineer โ Finance major turned developer, no formal CS degree
๐ฐ Raised tens of millions โ Successfully closed significant VC funding rounds
๐๏ธ Full-stack polyglot โ Shipped production code in 10+ languages
GitHub Activity
Connect
๐ Twitter
๐ผ LinkedIn
โ๏ธ Medium
โถ๏ธ YouTube
๐ GitHub
๐ Facebook
๐ธ Instagram
๐ง kelly@vikadata.com
๐
Schedule a call
๐ฌ WeChat: mrkelly
"KISS (Keep It Simple and Stupid) is always the hardest part" โ Simplicity is the ultimate sophistication in the age of AI.