PanWatch is an open-source, self-hosted AI market-watching assistant that integrates multi-agent investment analysis to monitor equities across A-shares, Hong Kong, and US markets with automated notifications.

Self-hosted multi-agent architectures represent the practical future of personal financial tooling, transforming slow, reasoning-intensive LLMs into asynchronous decision-support engines while guaranteeing portfolio privacy.

• –Complete Data Sovereignty: Because investment portfolios and brokerage activity are highly sensitive, local and self-hosted deployment avoids routing private asset holdings through centralized third-party SaaS vendors.
• –Collaborative Multi-Agent Synthesis: Incorporating the TradingAgents framework moves beyond simple single-prompt LLM predictions by staging structured debates between bullish and bearish agents before risk-auditing the conclusions.
• –Low-Cost Quantitative Insight: By leveraging efficient LLMs like DeepSeek, deep reasoning and multi-analyst consensus can be executed on demand for roughly $0.05 per analysis session.
• –Seamless Advisory Integration: Bridges quantitative technical triggers (e.g., volume surges, indicator crossovers) with real-world push notification channels (Telegram, DingTalk, Feishu, Webhooks).
• –Advisory Only: Operates purely as an analytical and alerting companion rather than an automated trade execution platform, leaving order placement and execution risk entirely in the user's hands.