The real mechanics.
We write the way we build: no hype, no signal-guru theatre. What actually breaks, what we measured, and what we changed in the loop because of it.
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2026-03-28 · engineering
Does RSI Divergence Repaint? The Forming-Candle Problem
Why RSI divergence alerts fire early and then vanish: indicators computed on unclosed candles show a market state that has a good chance of never existing.
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2026-03-20 · pillar guide
Automated Crypto Trading: The Complete 2026 Guide
How automated crypto trading really works: signals, execution, risk controls, backtesting, and the failure modes that quietly kill bot accounts.
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2026-03-18 · martingale
Martingale in Crypto: Why It Works Until It Destroys You
Martingale produces a long streak of small wins and one loss that ends the account. The arithmetic of why, and the bounded variants worth considering instead.
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2026-03-17 · news
AI News Classification for Crypto Trading: How It Works
How models classify crypto headlines by event type, impact and confidence — the latency reality, the failure modes, and using it as a veto not a trigger.
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2026-03-16 · journal
Crypto Trading Journal: What to Record and What to Ignore
Which fields make a trading journal analysable, why exit reason matters most, and how to journal across Binance, Bybit and Hyperliquid in one place.
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2026-03-15 · risk management
Insurance Orders and DCA Ladders: Sizing Them Safely
How averaging ladders work, how to compute total exposure and liquidation depth before entry, and why the exchange notional floor silently breaks small ladders.
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2026-03-14 · whale tracking
How to Track Whale Wallets and Smart Money On-Chain
Practical whale tracking: identifying and labelling wallets, which data sources cover what, filtering operational noise, and building alerts you will not mute.
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2026-03-13 · engineering
Hyperliquid vs Binance vs Bybit API: Which for Trading Bots?
Hyperliquid vs Binance vs Bybit for bot trading: auth models, rate limits, WebSocket reconnect behaviour, order types and the traps that break integrations.
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2026-03-12 · risk
The Four Types of Liquidation and How to Budget for Each
Margin call, cascade, funding bleed and the mode nobody discusses. Each has a different early signature, a different speed and a different response.
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2026-03-12 · order flow
Order Book Imbalance Strategy: Making OBI Actually Tradeable
Depth windows, threshold calibration, persistence filters and flow confirmation — plus the cost arithmetic that makes most OBI strategies negative after fees.
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2026-03-11 · rsi
RSI Divergence Alerts: Setup, Settings and Confirmation
Regular vs hidden RSI divergence, which lookback and pivot settings reduce false signals, and how to build alerts that survive the forming-candle problem.
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2026-03-10 · basics
What Is Automated Crypto Trading? Plain-English Guide
Automated crypto trading explained without jargon: what a bot is, what it can and cannot do, what it costs, and how to tell if it is worth it for you.
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2026-03-08 · rsi
RSI Indicator for Crypto: Settings, Levels and Strategies
How RSI works in crypto's volatility regime: why 70/30 misfires, which period to use per timeframe, the four strategies that survive, and how to automate them.
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2026-03-06 · obi
What Is Order Book Imbalance (OBI) in Crypto Trading?
Order book imbalance measures resting bid vs ask volume on a −1 to +1 scale. What the number means, how it is calculated, and why it decays within seconds.
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2026-03-04 · hyperliquid
How to Set Up a Trading Bot on Hyperliquid (2026)
Step-by-step: create a Hyperliquid API wallet, connect it safely, size your first automated strategy, and avoid the $10 notional and agent-wallet traps.
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2026-03-02 · risk
Crypto Risk Management: Position Sizing and Stop Placement
How to size positions from stop distance, place stops where the idea is invalidated, cap correlated exposure, and survive the drawdowns a real edge produces.
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2026-02-28 · news
How to Trade Crypto News: Events, Windows and Fading
Which crypto news actually moves price, how long the reaction window lasts, when to fade versus follow, and why not trading the first minute is usually correct.
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2026-02-26 · whale tracking
What Is a Crypto Whale? Reading Large-Holder Activity
What counts as a whale, which movements matter, and why the link between exchange inflows and short-term price is far weaker than the tweets claim.
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2026-02-24 · liquidation
Liquidation in Crypto: What It Is and How to Avoid It
How liquidation price is calculated, why mark price and not last price triggers it, what actually causes liquidations, and the escalation that prevents them.
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2026-02-24 · signals
Hyperliquid Whale Vaults: Reading Forced Flow, Not Transfers
Transfer prints correlate with nothing. Published vault positions and liquidation prices do. Six weeks of measuring which aggregations carried signal.
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2026-02-22 · exchanges
Binance vs Bybit vs Hyperliquid: Which for Bot Trading?
Custody, fees, liquidity, listings and regulatory exposure compared across the three venues most retail perp automation runs on — and which fits which trader.
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2026-02-20 · strategy
Profitable Crypto Trading Strategy in 2026: The Cost Math
Most crypto trading strategies are profitable on paper and negative after fees. How to define an edge, compute expectancy net of cost, and validate it in 2026.
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2026-02-05 · psychology
Revenge Trading: The 40-Minute Window That Eats Returns
Win rate drops from 48% to 34% on trades opened within 40 minutes of a stop-out, at 1.9x size. Why willpower fails and what a structural fix looks like.
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