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Swangnice

Long-running notes on AI agents, computer science, full-stack engineering, Web3, embedded systems, chip design, robotics, and digital fabrication.

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About

I am broadly curious by nature

This site is written from my own perspective: what I am learning, watching, building, and connecting across disciplines. It spans software systems, hardware prototypes, AI agents, robotics, fabrication, and a few non-technical interests outside work.

Personal perspectiveCross-domain learningLong-term notes

Site Structure

The homepage starts with stable entry points. Article and project indexes can grow from the content collections already in place.

Knowledge

Knowledge Blog

Concept notes, papers, engineering practice, and lessons learned.

Signals

Hot Tracking

Signals across AI, fintech, Web3, hardware, and developer ecosystems.

Builds

Projects

Prototypes, open-source experiments, hardware systems, and product notes.

Life

Life & Hobbies

Non-technical reading, making, travel, training, and personal interests.

Recent Starting Points

The homepage starts with stable entry points. Article and project indexes can grow from the content collections already in place.

Quant Trading

A-Share Concepts Explained ⑦: Northbound Flows, the Dragon-Tiger List, and Margin Trading — and Why Money-Flow Data Is Mostly Noise

Part 7 (finale) of the A-Share Concepts Explained series: what northbound flows are and why real-time intraday disclosure was discontinued, the statistical-trap methodology behind 'main capital net inflow,' the listing rules of the dragon-tiger list, the margin-trading concepts of margin balance and securities lending, and finally a principles checklist for beginners reading market data.

Quant Trading

A-Share Concepts Explained ⑥: Dividends, Bonus Shares, and Ex-Rights/Ex-Dividend

Part 6 of the A-Share Concepts Explained series: the difference between the three ways of 'distributing' — cash dividends, bonus shares, and capital-reserve conversions; the record date / ex-date timeline; how the ex-rights/ex-dividend reference price is calculated; the dividend-tax holding-period tiers (20% under 1 month, tax-free after 1 year); and price recovery after ex-rights ('filling the gap'), falling below it, and the 'high bonus-share' illusion.

Quant Trading

A-Share Concepts Explained ⑤: P/E, P/B, P/S, and Dividend Yield

Part 5 of the A-Share Concepts Explained series: the difference between the three P/E variants (static / forward / TTM), why P/B suits banks but not internet companies, the boundaries of P/S, how dividend yield is calculated and its traps, why ROE is the metric Buffett values most, and the shared 'rearview mirror' limitation of all valuation metrics.

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