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Field notes for discretionary traders

Practical notes on using AI without outsourcing judgment: research, preparation, execution, inspectable systems, market understanding, and the review habits that hold the process together.

AI-Assisted Discretionary Trading

3 posts
Part 1

How AI Helps a Discretionary Trader Navigate Markets

A practical session loop for using AI in research, preparation, observation, warnings, execution support, and review without outsourcing judgment.

2 August 2026·6 min read
Part 2

Human or AI Execution? Match the Method to the Setup

Choose trader-led or AI-assisted execution by setup duration, time to invalidity, workflow latency, and the system's ability to fail closed.

2 August 2026·7 min read
Part 3

From AI Chats to a Trading System You Can Inspect

Move from isolated prompts and Markdown notes to visible trading state, evidence-linked interpretation, external rules, and reviewable state changes.

2 August 2026·7 min read

Foundations

1 post
Foundations · Single-market mastery

What it means to master one market

Most traders chase a system that works on everything. The ones who last master one market. Here is what single-instrument mastery actually is — and the 7 stages to get there.

6 July 2026·9 min read

AI Trading, Explained

2 posts
AI Trading, Explained · Definitions

What Is AI Trading?

AI trading spans a simple signal to a fully autonomous execution agent: what it covers, what AI does well and poorly, and the risks most explainers skip.

24 July 2026·5 min read
AI Trading, Explained · Mechanics

AI in Trading: How It Actually Works

"AI in trading" covers four jobs — sentiment analysis, signal generation, portfolio optimization, and execution — what each does, and what belongs outside it.

24 July 2026·5 min read

Mastering EURUSD

6 posts
Mastering EURUSD · Stage 1 · Instrument fluency

Mastering EURUSD, Stage 1: the personality of a no-drift market

Before any setup, learn how EURUSD actually behaves. Stage 1 of mastering EURUSD: the no-drift chop pair — its home edges, its tells, and the breakout trap that costs traders the most.

6 July 2026·9 min read
Mastering EURUSD · Stage 2 · Setup & context

Mastering EURUSD, Stage 2: the context that splits a winner from a look-alike

Two identical-looking EURUSD setups; one wins, one loses. Stage 2 of mastering EURUSD builds the context filter that separates an A+ take from a look-alike skip — proven with matched pairs.

7 July 2026·8 min read
Mastering EURUSD · Stage 3 · Top-down timing

Mastering EURUSD, Stage 3: direction from above, risk from below

The daily tells you the direction; the lower timeframe only earns you a tighter stop. Stage 3 of mastering EURUSD is top-down timing — and why letting the 4-hour outvote the daily is how traders get chopped.

7 July 2026·7 min read
Mastering EURUSD · Stage 4 · Regime & macro

Mastering EURUSD, Stage 4: the same setup means different things

On EURUSD the macro backdrop is the trade. Stage 4 of mastering EURUSD reads the rate-differential trend, the broad dollar, and risk-on/off to know whether a setup is a grind to ride or chop to fade.

7 July 2026·7 min read
Mastering EURUSD · Stage 5 · Bet-sizing

Mastering EURUSD, Stage 5: the money is in the sizing

A good read at flat size still bleeds on a no-drift pair. Stage 5 of mastering EURUSD turns the four prior stages into one number — sizing up the rare aligned A+, skipping the marginal, and trailing the grind.

7 July 2026·6 min read
Mastering EURUSD · Stage 6 · Live edge

Mastering EURUSD, Stage 6: a live edge, and keeping it

The final stage is not a new setup — it is maintenance. Stage 6 of mastering EURUSD is a durable, cross-regime edge that beats a mechanical baseline and is re-scored so it never decays into superstition.

7 July 2026·7 min read