Guides
Plain-language explainers on AI investing tools, crypto software and the calculations behind portfolio performance. Each guide opens with a direct answer and lists its sources.
AI Investing Agents: What They Are and How They Work
How agents plan, use tools and check results, and the four levels of autonomy.
Read guideAI Trading Agents Explained: How They Work and Their Risks
Decision engines, how orders get placed, and the risks trading permission adds.
Read guideAI Investing Agents vs Robo-Advisors: Key Differences
Managed service vs software you direct: who decides and who is accountable.
Read guideAI Trading Agent Security & Risk Checklist
API permissions, loss limits, kill switches, prompt injection and provider checks.
Read guideHuman-in-the-Loop vs Autonomous Trading: Trade-offs
Approval on every order vs software acting within limits.
Read guideHow to Evaluate an AI Investing Tool: 8 Questions
Eight questions, good and bad answers, and a 20-minute self-test.
Read guideHow On-Chain Analytics Works: Data, Labels and Limits
From raw blocks to metrics, and where fact ends and interpretation begins.
Read guideCrypto Portfolio Tracker vs Spreadsheet: Which to Use
Full control and privacy vs automatic imports across wallets and chains.
Read guideHow to Choose Crypto Tax Software: A 7-Step Checklist
Jurisdiction, integrations, DeFi coverage, pricing tiers and review tools.
Read guideWhat Is a Portfolio Tracker? How It Works and What to Look For
How trackers import holdings, measure returns and handle currencies.
Read guideTime-Weighted Return Explained, With a Worked Example
Chaining sub-period returns so deposit timing doesn't distort performance.
Read guideMoney-Weighted Return Explained (and vs Time-Weighted)
Your personal return including deposit timing, with TWR compared.
Read guideHow Stock Screeners Work (and Common Mistakes)
Universes, filter types, data definitions and common screening mistakes.
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