"I'm not writing code — I collaborate with AI to land the vibe in my head as software." Like ripples spreading across water: a thought drops into the pond, and AI helps me push it to the shore.
Don't write code. Direct it.
name: cornnahandle: sweetcornna · github.com/sweetcornnatitle: AI-Native Developer / Vibe Coderlanguages: [Python, TypeScript, C, Go, Shell]domains:
- AI agents & assistants # corlinman
- Agent infrastructure # Dormice · 5 upstream PRs merged
- MCP ecosystem # free-search-mcp, coin-mcp
- Network & infrastructure # OpenWrt plugins, clash, drcomstrengths:
- Turn a vague idea into a working prototype in one evening.
- Wire LLMs to anything via MCP / function calls / RAG.
- Build full-stack tools end-to-end (FE + BE + agent loop).
- Read & fix real bugs in 190k–380k★ agent codebases — merged PRs in both openclaw & Hermes.mantra: "Ship the vibe, polish the rough edges later."%%{init: {'theme':'base', 'themeVariables': {'primaryColor':'#DBEAFE','primaryTextColor':'#1E293B','primaryBorderColor':'#1E40AF','lineColor':'#2563EB','tertiaryColor':'#F8FAFC','fontFamily':'Space Grotesk','fontSize':'15px'}}}%%
graph LR
V((Vibe<br/>Coding)):::core
V --> A[AI Agents]:::node
V --> M[MCP Servers]:::node
V --> I[Agent Infrastructure]:::node
A --> P1[corlinman]:::leaf
A --> P2[copy-trader]:::leaf
M --> P3[free-search-mcp]:::leaf
M --> P4[coin-mcp]:::leaf
I --> P5[Dormice]:::leaf
I --> P6[Open-source fixes]:::leaf
V --> L[LLM Learning]:::node
L --> P7[lingma]:::leaf
L --> P8[mathodology]:::leaf
classDef core fill:#1E40AF,stroke:#1E40AF,stroke-width:3px,color:#fff,font-weight:bold
classDef node fill:#DBEAFE,stroke:#2563EB,stroke-width:1.5px,color:#1E293B
classDef leaf fill:#F8FAFC,stroke:#60A5FA,stroke-width:1px,color:#1E40AF
A curated room. One flagship, four companions — each an oil study of what it does.
Personal AI agent — Python · LLM · Agent Loop · Tools — 2026  |
 The SQLite of agent sandboxes — self-hosted and E2B-compatible, with persistent sandboxes that cool from active to frozen, stopped, and optionally S3-archived. 5 PRs merged upstream across real-host installation, firewall/sysctl safety, doctor verification, and operator docs. Agent sandboxes — TypeScript · Docker · gVisor · SQLite · E2B — 5 PRs merged — 2026 |  An AI-augmented platform for math-modeling contests. Paper · code · data · visualization — all in one workflow. MCM collaboration platform — Python · LLM · RAG — 2026 |
 AI-generated exercises × visual programming so beginners actually keep going. The LLM writes step-by-step drills; drag the blocks and run. Visual coding classroom — TypeScript · Vue · LLM — 2026 |  Gives any LLM agent internet access — multi-engine + Playwright fallback + FTS5 cache, no API key required. Keyless search MCP — Python · MCP · Playwright — 2026 |
Brushstrokes left on the giants — real bugs fixed in 190k–380k★ agent codebases. Every PR is a public, reviewable record.
Open-source personal AI agent runtime (★379k). 5 PRs merged by maintainers into the runtime core and platform adapters: #87698 — 5 fixes merged into the runtime core and platform adapters by maintainers — more PRs in review. | Nous Research's open-source agent framework (★197k). 2 PRs merged by maintainers: #33817 — 2 PRs merged upstream by maintainers — concurrency & deployment fixes; more in review. |
ACHIEVEMENTS
Open to collaborate on AI agents · MCP servers · education automation · on-chain tooling. Email me directly.