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The Journal

Field notes on gold automation

Long-form research, execution write-ups and engineering notes — 32 articles on drawdown, brokers, XAUUSD structure and verified performance.

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Editorial macro photograph of gold bullion with soft directional lighting on a dark surface
Featured

What actually moves gold

Real yields, the dollar, central bank demand and fear — ranked by how much of the variance each explains.

Gold Markets·August 12, 2026·15 min
Editor’s picks
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Wide editorial shot of an equity curve on a dark screen with a shallow drawdown band highlighted in red
Risk & Drawdown·August 4, 2026·14 min

Why drawdown, not return, is the number that matters

A 2.4% maximum drawdown changes how much size you can responsibly run — and it compounds very differently than a headline win rate.

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Technical diagram of a trading system architecture with labelled modules, gold lines on dark
Strategy Engineering·July 28, 2026·15 min

The anatomy of a rules engine

Entry logic is the smallest part of a trading system. Here is everything else that has to exist around it.

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Close-up of a verified trading statement page with the verification badge visible
Verified Performance·July 22, 2026·13 min

How to read a verified performance page critically

Third-party verification proves the account, the trades and the timestamps. It does not prove the future. Here is what to look at, in order.

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Risk & Drawdown

04

Sizing, tolerance and the arithmetic of surviving a bad month.

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Wide editorial shot of an equity curve on a dark screen with a shallow drawdown band highlighted in red
Risk & Drawdown·August 4, 2026·14 min

Why drawdown, not return, is the number that matters

A 2.4% maximum drawdown changes how much size you can responsibly run — and it compounds very differently than a headline win rate.

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Clean UI shot of the Choose Your Risk wizard on a dark background with gold accents
Risk & Drawdown·July 15, 2026·13 min

Choosing your risk profile without guessing

Balance, drawdown tolerance and time horizon combine into exactly one sensible configuration. Here is how to find yours.

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Abstract visual of stacked doubling blocks collapsing, dark background with gold accent lighting
Risk & Drawdown·June 27, 2026·15 min

Grid and martingale: the maths of eventual ruin

Why systems that 'never lose' eventually do, and what a hard-stop architecture does differently under the same market conditions.

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Split-screen visual: prop firm dashboard rules panel next to an MT5 terminal
Risk & Drawdown·May 30, 2026·14 min

Running automation inside prop firm rules

Daily loss limits, consistency rules and news restrictions change the optimisation target entirely. Here is how to configure for them.

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Verified Performance

03

How to read statements critically — including ours.

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Close-up of a verified trading statement page with the verification badge visible
Verified Performance·July 22, 2026·13 min

How to read a verified performance page critically

Third-party verification proves the account, the trades and the timestamps. It does not prove the future. Here is what to look at, in order.

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Overlay chart of a backtest curve against a live curve, with the divergence area shaded
Verified Performance·June 11, 2026·15 min

The gap between a backtest and a live account

Every honest system underperforms its backtest. Understanding by how much, and why, is the difference between a plan and a surprise.

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Monthly performance grid with a mix of green and red cells, editorial styling
Verified Performance·May 18, 2026·12 min

What a good month actually looks like

Not the biggest number. The month where the system did what it said it would do, in the conditions it said it would face.

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Execution & Brokers

04

Spread, swap, slippage, hosting and the costs that never show on a chart.

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Macro photograph of a trading terminal showing the XAUUSD bid/ask spread widening
Execution & Brokers·July 9, 2026·14 min

Spread, swap and latency: the three silent costs of gold

The same strategy can look brilliant or broken depending on your broker. What to measure before you go live, and what to measure again after.

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Flat-lay of broker comparison notes and a laptop showing MT5 symbol specification
Execution & Brokers·June 3, 2026·14 min

Choosing a broker for gold automation

Regulation, execution model, contract specification and automation policy — in that order of importance.

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Server rack detail shot with soft gold rim lighting, dark background
Execution & Brokers·May 6, 2026·13 min

VPS hosting for MetaTrader 5, done properly

Uptime, proximity and a boring maintenance routine matter more than specifications. A practical setup guide.

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Scatter plot of slippage per trade, positive and negative, with an asymmetric cluster highlighted
Execution & Brokers·April 17, 2026·12 min

Slippage on gold: what is normal and what is a red flag

Some slippage is physics. Consistently asymmetric slippage is a business model. Learn to tell them apart.

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Strategy Engineering

07

How a production rules engine is actually built and tested.

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Technical diagram of a trading system architecture with labelled modules, gold lines on dark
Strategy Engineering·July 28, 2026·15 min

The anatomy of a rules engine

Entry logic is the smallest part of a trading system. Here is everything else that has to exist around it.

READ →
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Gold chart annotated with structural swing points and a correctly placed stop level
Strategy Engineering·June 24, 2026·13 min

Stop placement: structure, not round numbers

Where a stop goes determines both risk and win rate. Placing it by convenience quietly destroys both.

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Abstract visual of scaling blocks representing position size across different market regimes
Strategy Engineering·May 14, 2026·14 min

Position sizing formulas that hold up under stress

Fixed fractional, volatility parity and equity-curve scaling — what each does well and where each fails.

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Economic calendar with high-impact gold-relevant events highlighted in gold
Strategy Engineering·April 8, 2026·13 min

News filters and event risk on gold

Gold reacts to policy, inflation prints and geopolitics faster than any retail system can react to gold. Filtering is not optional.

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Single gold bar on dark surface with a subtle chart overlay, editorial product photography
Strategy Engineering·March 26, 2026·12 min

Why we trade one instrument and not twenty

Specialisation beats coverage when the edge comes from understanding a market's specific microstructure.

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Timeline graphic showing rolling in-sample and out-of-sample windows across several years
Strategy Engineering·March 12, 2026·14 min

Walk-forward analysis, explained without the jargon

The most useful robustness test available to a retail developer, and the one most often skipped.

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Terminal window with structured JSON trade logs, gold syntax highlighting on dark
Strategy Engineering·February 24, 2026·12 min

Logging, telemetry and the discipline of post-mortems

If you cannot reconstruct why a trade happened, you cannot improve the system that took it.

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Gold Markets

07

XAUUSD structure, macro drivers and session behaviour.

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Editorial macro photograph of gold bullion with soft directional lighting on a dark surface
Gold Markets·August 12, 2026·15 min

What actually moves gold

Real yields, the dollar, central bank demand and fear — ranked by how much of the variance each explains.

READ →
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World map graphic with the three trading sessions illuminated in sequence, gold on dark
Gold Markets·July 18, 2026·13 min

Session behaviour: Asia, London, New York

Gold trades differently in each session, and the differences are stable enough to build rules around.

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Gold chart with volatility bands showing alternating compression and expansion phases
Gold Markets·June 30, 2026·13 min

Reading gold's volatility regimes

The same rules produce different results in compression and expansion. Recognising which one you are in is half the work.

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Screenshot of an MT5 symbol specification window for XAUUSD with key fields highlighted
Gold Markets·May 27, 2026·12 min

XAUUSD contract specifications, decoded

Pips, points, contract size, margin and why the same 'one lot' means different things at different brokers.

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Correlation matrix heatmap of gold against silver, DXY, real yields and equity volatility
Gold Markets·April 24, 2026·12 min

Correlations worth watching alongside gold

Silver, the dollar index, real yields and equity volatility — how to use them as context rather than as signals.

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Editorial illustration of a cracked gold bar, dark moody lighting
Gold Markets·March 19, 2026·14 min

Seven persistent myths about trading gold

Widely repeated, rarely examined, and each one has cost someone reading this a real amount of money.

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Timeline graphic comparing scalp, intraday and swing holding periods with associated cost bars
Gold Markets·February 17, 2026·13 min

How long should a gold position stay open?

Scalping, intraday and swing horizons each carry a different cost structure. Match the horizon to the costs, not the ambition.

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Getting Started

05

Installation, configuration and your first ninety days.

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Clean screenshot of MT5 with the Expert Advisor attached to an XAUUSD chart and the smiley face visible
Getting Started·August 1, 2026·13 min

Installing Gold Core on MetaTrader 5, step by step

From licence key to first live trade in under twenty minutes, with the checks most guides skip.

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Calendar-style graphic marking a 30-day onboarding period with milestone markers
Getting Started·July 2, 2026·13 min

Your first thirty days running automation

What to do, what to ignore, and the specific mistakes that cost new operators the most money in month one.

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Two identical charts side by side labelled DEMO and LIVE, with the live one lit differently
Getting Started·June 19, 2026·12 min

Demo to live: the transition nobody prepares for

The strategy does not change. Everything about how you experience it does. A practical bridge.

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Stylised graphic of a licence key card with a lock icon, gold on dark
Getting Started·May 22, 2026·11 min

How our licensing works, and why it is bound to your account

Account binding, activation limits, transfers and what happens if you change broker. Plain answers.

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Overhead shot of a weekly planner beside a laptop showing a trading dashboard
Getting Started·January 29, 2026·12 min

Building a weekly routine around an automated system

The system trades. Your job becomes monitoring, review and restraint — and those need a schedule.

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Company

02

How we build, ship and publish.

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Editorial portrait-style shot of a desk with a screen showing a red trading week
Company·April 29, 2026·11 min

Why we publish the losing weeks

A transparency policy that only survives good conditions is a marketing policy. Here is what we commit to showing, and when.

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Release pipeline diagram with staged rollout rings, gold accents on dark background
Company·February 10, 2026·12 min

How we ship updates without breaking live accounts

Versioning, staged rollout and the rule that live configuration never changes silently.

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