Investments#
This section is where I gradually organize the following, from a personal perspective, to set my direction in investing.
- First, build a map of investment instruments (cash equivalents / bonds / stocks / ETFs / derivatives / tax-advantaged accounts, etc.)
- Then, verify and write down the parts that were confusing or unfamiliar
- Over time, connect each instrument to “how I would invest in it” (principles / rules / portfolio)
Note: Posts in this section are personal study notes, not investment advice. (They’re also notes I want to revisit later.)
Latest Posts

Taking the OpenClaw Bitcoin Auto-Trading System One Step Further with Multi-Strategy Simulation
A personal note on extending my Bitcoin auto-trading project from a single-strategy setup to a multi-strategy simulation system, why that change mattered, and how I am thinking about each strategy.

My First Personal Project with OpenClaw: A Bitcoin Auto-Trading System
A personal note on why I chose to build a Bitcoin auto-trading system as my first OpenClaw project, what the first version includes, and where I want to take it next.

ETFs and Options (Including Income ETFs): Concepts I Clarified While Mapping Investment Instruments
A personal investment note clarifying the differences between ETFs, options, and income ETFs while mapping out key investment instruments.