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Latest articles

Leveraged Portfolio Risk Control: Margin, Kelly, and Deleveraging

Leveraged portfolio risk control covers leverage caps, margin buffer management, Kelly-aware sizing, and forced deleveraging rules to survive leverage blowups.

#portfolio-theory#money-management

Leveraged and Inverse ETFs: TQQQ and SQQQ Decay Mechanics

Understand the volatility decay and beta slippage that erode leveraged and inverse ETFs like TQQQ and SQQQ, and learn when holding them beyond a day destroys returns.

#stocks#etf

Leverage Limits Global Comparison: US, EU, and Australia

Compare retail trading leverage limits across the US (50:1 forex), the EU (30:1 ESMA caps), and Australia (ASIC 30:1), with PDT and crypto rules.

#regulation#compliance

Layer 2 Scaling: Rollups, Arbitrum, and Optimism Explained

Layer 2 networks like Arbitrum and Optimism use rollups to make Ethereum cheaper and faster, settling thousands of transactions on-chain for a fraction of the cost.

#Crypto#Layer2#Technology

Kondratiev Wave: The Long-Term Perspective on Markets and Debt

Understand the Kondratiev Wave's 50-60 year cycles of debt and technology, its four seasons, and the limitations of long-wave analysis for trading.

#market-cycles#market-phases

Kicker and Window (Gap) Candlestick Patterns

Kicker and Window are gap-based patterns: kicker signals sharp sentiment reversal with no overlap; the Japanese Window treats gaps as support and resistance.

#candlesticks#advanced

Key Level Validation: Three Principles for Reliable S/R

Three principles — multiple reactions, multi-timeframe confluence, and volume validation — that filter tradable support/resistance levels from chart noise.

#price-action#candlesticks

Kelly Criterion in Trading: Practical Use and Hard Limits

Apply the Kelly Criterion to real trading with fractional sizing, edge estimation, and the limits that make full Kelly dangerous for finite samples.

#risk-management#psychology

Discovering Your Edge: Setup Segmentation in the Journal

Setup segmentation slices your journal by setup, session, regime, and direction to reveal statistically meaningful edges you can scale and weak spots to retire.

#trading-plan#journal

Jigsaw, Sierra, and Bookmap: Feature Matrix and Deployment Guide

Choosing among Jigsaw, Sierra, and Bookmap depends on data feeds, cost, hardware, and instrument support; this feature matrix guides deployment.

#order-flow#tape-reading

IPO Trading Strategy: First Day, Lockup Expiry, and Breakdowns

Trade IPOs across the first-day pop, the lockup-expiry overhang, and the post-IPO breakdown setups, with entry rules and the traps of chasing debut spikes.

#stocks#etf

Identifying Intermarket Arbitrage Opportunities

Intermarket arbitrage spots pricing gaps between correlated assets — ADRs, futures vs ETFs, and index spreads — using z-score triggers and tight risk bands.

#intermarket#macro