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2 followers · 4 following
  • ‌Sun Yat-sen University

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Achievement: QuickdrawAchievement: Pair ExtraordinaireAchievement: Pull SharkAchievement: YOLO

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lin-hongkuan/README.md
Lynn — AI agent infrastructure, open source, and reliable systems

AI Agents · LLM Infrastructure · Swarm Intelligence · Server Automation

GitHub Stack Range Philosophy Status

👨‍💻 Engineering Philosophy

I build practical, industrial-grade infrastructure. My focus spans from crafting symmetrical AI agent architectures and GraphRAG pipelines to ensuring strict 16-byte stack alignments in low-level execution environments.

The goal is always the same: Fix the brittle layer, make behavior observable, and build systems that fail loudly instead of silently losing data.

Make it work · Make it observable · Make it reviewable · Make it hard to regress.


🚀 Active Ecosystem & Deep Dives

🧠 AI & Agent Systems

  • MiroFish: General-purpose swarm intelligence engine architecture.
  • Cerebra: Full-stack AI integration via FastAPI & Next.js.
  • Contract Radar: AI-driven risk auditing using GraphRAG (Neo4j).
  • Agent Runtimes: Designing perfectly symmetrical functions for opposing agents in competitive environments.

⚡ Infrastructure & Reliability

  • Server Automation: DigitalOcean VPS, Docker, 1Panel, and reverse proxy routing (Nginx/Cloudflare).
  • Low-Level Debugging: Resolving segmentation faults via x86 assembly stack alignment before C++ calls.
  • Network Configuration: Port collision resolution (e.g., Hyper-V exclusion ranges) and custom domain MX/SPF routing.

💻 Tech Arsenal

🔹 Core Languages & Frameworks

Languages and Frameworks

🔹 Infrastructure, DevOps & Tools

Infrastructure and Tools

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