I.
Summary
Overview
A real-time, multi-user collaboration platform built on Cloudflare's edge infrastructure. Combines persistent WebSocket rooms, shared state synchronization, and a structured LLM tool-calling engine to enable autonomous AI-driven workflows alongside human participants.
II.
Margin
Notes
- §Engineered a real-time multi-user collaboration platform on Cloudflare's edge using Durable Objects and WebSocket Hibernation to maintain stateful, cost-efficient persistent connections per room.
- §Designed a custom WebSocket protocol to synchronize chat, shared memory, todos, artifacts, and settings across concurrent clients with debounced batched writes to durable storage.
- §Implemented a structured AI tool-calling engine (Llama 3.3 70B) using a two-pass inference architecture and 9 typed function tools enabling deterministic, autonomous state mutation across sessions.
- §Architected a full-stack TypeScript monorepo (React 19, Vite, Tailwind) deployed serverlessly via Cloudflare Pages + Workers, eliminating traditional server infrastructure and minimizing cold-start latency.
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