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lifan-builds/README.md

Lifan

AI-native generalist. Staff Engineer at Google. I ship tools that solve my own problems β€” then open-source them. Currently obsessed with context engineering for AI agents and building apps entirely through vibe-coding.

What I'm Building

πŸ”§ CastForge

Framework for source β†’ podcast automation. Show repos keep their own cron, runner, RSS, and public URLs; CastForge supplies the pipeline stages and integrations. Install from git, wire hooks, copy the example workflow. First production user: Nitan Podcast.

πŸ”„ CouponCycle

Full-stack credit card benefits tracker with 30k+ active users. Track welcome bonuses, annual fee deadlines, and reward optimizations β€” all local-first, no spreadsheets. Real people use this daily to never miss a signup bonus or downgrade window again.

AI agents forget everything between sessions. I built a filesystem-based context manager that gives coding agents persistent memory β€” decisions, plans, discoveries all survive across long-running sessions. Used across all my projects.

❄️ FreshPowder

Skiing is stupidly expensive. This scrapes and aggregates every lift ticket deal, flash sale, and discount pass so you never pay full price for a powder day. Auto-updated every 6 hours.

πŸŽ™οΈ Nitan Podcast

Weekly AI-generated podcast that distills the best threads from the largest Chinese-American credit card forum. Built on CastForge: Nitan MCP β†’ NotebookLM β†’ podcast, fully automated.

⚑ Agent Nexus

Centralized skill and MCP server manager for AI coding agents. One config to rule all your IDE agent setups β€” Cursor, Claude Code, Copilot, whatever comes next.

What's Next

Project What it does Status
VibeCoder Opinionated framework for shipping full apps through AI pair-programming πŸ”¬ Research
DealPilot AI agent that monitors and auto-applies the best deals across all your subscriptions πŸ’‘ Ideation
ContextBench Benchmarks for measuring how well AI agents retain and use long-term context πŸ“ Design

Connect

Pinned Loading

  1. agent-nexus agent-nexus Public

    AI agent skill that generates and maintains project context documents (AGENTS.md, PLANS.md, README.md)

    Shell 1

  2. context-harness context-harness Public

    JavaScript 1