Structure, not skill.
Notes on trading the way institutions do — desk structure, tilt mechanics, risk math, and journaling — from ten years on a rates desk to trading retail.
- Risk MathAug 19, 2026 · 6 min read
R-Multiples: How to Put Every Trade on One Honest Scale
Dollar P&L hides trade quality. R-multiple trading measures every trade against what it risked, so a small win can beat a big one on the metric that matters.
- StructureAug 17, 2026 · 5 min read
Building a Trading Playbook: Turning Setups Into Rules You Can Actually Follow
A trading playbook turns each setup into a written entry trigger, invalidation, and target — so execution becomes a lookup instead of a judgment call made under pressure.
- PsychologyAug 14, 2026 · 5 min read
FOMO Trading: Why Chasing Is a Pricing Problem, Not a Willpower Problem
FOMO trading isn't a discipline lapse. A chased entry is structurally a worse price, and the fix is a watchlist and setup list built before the open.
- Risk MathAug 12, 2026 · 6 min read
Risk of Ruin: The Math That Decides Whether You Blow Up Before Your Edge Pays Off
Risk of ruin is the probability a losing streak ends your account before a real edge has time to work. The formula, and a table showing how fast it climbs as risk per trade rises.
- Desk StoriesAug 10, 2026 · 6 min read
Analyst, Coach, Psychologist, Risk Manager: The Four People Behind Every Institutional Trading Desk
No one trades alone on an institutional trading desk. Here's what each of the four roles around the seat actually does, and how a solo trader fails trying to be all four at once.
- PsychologyAug 5, 2026 · 5 min read
Judging Your Trades by Process, Not Outcome: The Shift That Separates Pros
Why grading trades by process over outcome, not P&L, is what separates traders who improve from traders who just accumulate results.
- StructureAug 3, 2026 · 5 min read
The Pre-Market Routine Institutional Traders Run (And Retail Skips)
Why a pre market routine of key levels, scheduled news, a risk budget, and a state check beats deciding everything live at the open.
- Risk MathJul 31, 2026 · 6 min read
The EV Bros Are Half Right
The 'burn through prop challenges, maximize expected value' math gets three real things right — and quietly lies about three others. An ex-institutional trader audits the spreadsheet.
- PsychologyJul 31, 2026 · 5 min read
Overtrading Isn't a Discipline Problem — It's a Structure Problem
Boredom-driven overtrading isn't a willpower failure. It's what happens when nothing in your setup makes the tenth trade harder to take than the first.
- Risk MathJul 29, 2026 · 5 min read
The Brutal Math of Drawdown Recovery: Why a 50% Loss Needs a 100% Gain
Why a 50% drawdown demands a 100% gain to break even, and the full loss-to-required-gain table that shows why capital preservation beats trying to trade your way back.
- Desk StoriesJul 27, 2026 · 5 min read
What a Trading Desk Risk Manager Actually Does (And How to Be Your Own)
On a desk, the risk manager isn't advisory — they can close your session without asking. Here's what the job actually involves, and how to rebuild each function alone.
- DataJul 24, 2026 · 5 min read
Trading Expectancy: The Only Metric That Predicts Whether You'll Survive
Win rate tells you how often you're right. Trading expectancy tells you whether the strategy pays. The math behind why a 40% win rate can beat a 60% one.
- PsychologyJul 22, 2026 · 5 min read
Five Warning Signs of Trading Tilt — Before You Blow the Account
The observable tells of trading tilt — sizing up, abandoning the plan, chasing, moving stops — and a self-check protocol to catch them before they cost you.
- Risk MathJul 20, 2026 · 5 min read
Position Sizing for Retail Traders: The Fixed-Fractional Method Institutions Use
Fixed-lot position sizing quietly increases your risk as your account shrinks. Here is the fixed-fractional math that keeps risk constant instead, with a worked example.
- DataJul 17, 2026 · 6 min read
The Trading Journal That Actually Changes Your Behavior (Most Don't)
Screenshot-and-P&L journals log outcomes, not process. What to actually record — thesis, plan adherence, emotional state — and the weekly review loop that turns entries into behavior change.
- Risk MathJul 15, 2026 · 5 min read
Prop Firm Drawdown Rules, Explained: Trailing vs. Static, and How to Survive Both
A plain breakdown of trailing, end-of-day, and static drawdown rules — the real math behind how much room each one gives you, and how to size trades to survive an evaluation.
- Risk MathJul 13, 2026 · 6 min read
How to Set a Daily Loss Limit You'll Actually Respect
The math behind a daily loss limit that actually holds — sized as a fraction of your account and your average winning day — plus the friction tricks that stop you from overriding it.
- PsychologyJul 10, 2026 · 5 min read
The Mechanics of Revenge Trading: Why Your Brain Overrides Your Rules After a Loss
How the revenge trading loop actually works in your brain after a loss, and the external circuit-breakers that stop it before it costs the account.
- StructureJul 8, 2026 · 5 min read
Why Most Retail Traders Fail: It's a Structure Problem, Not a Skill Problem
Retail traders obsess over edge and entries. But the thing that actually separates a funded institutional trader from a blown retail account isn't skill — it's the structure built around the trader. Here's what that structure does, and how to rebuild it alone.