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Latest articles

Rally-Base-Drop and Drop-Base-Rally: Complete Pattern Classification

A full classification of supply and demand patterns including RBD, DBR, RBR, and DBD, with base structure rules and probability ranking for each type.

#supply-demand#zones

Ranging Market Edges: Trading the Boundaries

Markets range 70% of the time; learn range identification, edge-fade entries, breakout allocation, range failure signals, and time-of-day edge for the dominant regime.

#market-structure#price-structure

Quant Research Workflow: Jupyter Notebooks and Feature Engineering

A repeatable quant research workflow using Jupyter notebooks covers feature engineering, validation, and notebook hygiene that produces deployable signals.

#algorithmic#quant-trading

Build a Python Trading Script With ccxt and vectorbt

A working Python trading script template combining ccxt for exchange data and vectorbt for fast vectorized backtests, with concrete code you can adapt.

#algorithmic#quant-trading

Put/Call Ratio Extreme Readings: Defining and Trading Extremes

Define put/call extremes statistically with percentile bands, handle 0DTE distortion, and trade extreme readings with defined rules and confirmation.

#sentiment#positioning

Prop Firm vs Personal Account: Tradeoffs to Weigh

Prop firm versus personal account tradeoffs span capital access, drawdown rules, and psychology; the right choice depends on capital and edge maturity.

#prop-firm#evaluation

Prop Firm Payouts and Profit Splits: How the Mechanics Work

Prop firm payouts involve 80-90% splits, 14-30 day first-payout delays, scaling plans, and fees; knowing the mechanics prevents payout surprises.

#prop-firm#evaluation

One-Time Fee vs Monthly Subscription Prop Firm Models

One-time fee and monthly subscription prop firm models differ in total cost, resets, and capital lockup; the cheaper option depends on how fast you pass.

#prop-firm#evaluation

Prop Firm Evaluation Rules: A Complete Breakdown

Prop firm evaluation rules — profit targets, daily and max drawdown, consistency, minimum days — broken down with the specific numbers that decide pass or fail.

#prop-firm#evaluation

Why Traders Fail Prop Firm Evaluations: Common Reasons

Prop firm failures cluster around over-sizing, ignoring drawdown type, news violations, revenge trading, and overtrading — each with a prevention rule.

#prop-firm#evaluation

Proof of Stake and Staking: A Beginner's Guide

Proof of Stake secures blockchains by having validators lock up tokens, and staking lets everyday users earn yield while helping run the network.

#Crypto#Staking#Technology

Price Action and Volume Composite Chart Construction

A composite chart that overlays candlesticks, a volume sub-panel with a 30-bar average, a volume profile, and a delta histogram turns three independent reads into one picture for entry and exit decisions.

#advanced-charting#tools