01Autonomous execution

Autonomous
execution
forlivemarkets.

AnensembletradingenginewiredintoDerivMT5.Signals,risk,execution,andfeedbackloopsruncontinuouslywithoutahumanonthemouse.
XAU/USD2,348.50+0.53%
XAG/USD27.84+0.31%
EUR/USD1.0862-0.12%
GBP/USD1.2714+0.08%
USD/JPY154.32+0.22%
BTC/USD67,241+1.84%
DXY104.18-0.15%
US3039,872+0.41%
NAS10018,234+0.67%
SPX5005,241+0.28%
XAU/USD2,348.50+0.53%
XAG/USD27.84+0.31%
EUR/USD1.0862-0.12%
GBP/USD1.2714+0.08%
USD/JPY154.32+0.22%
BTC/USD67,241+1.84%
DXY104.18-0.15%
US3039,872+0.41%
NAS10018,234+0.67%
SPX5005,241+0.28%
02Platform

Infrastructure,
notindicators.

01

Autonomousexecution

Strategies run as long-lived processes against Deriv MT5. No manual intervention, no discretion drift.

02

Ensemblesignalfilter

XGBoost, LSTM, and PPO votes combine at a 0.65 confidence floor. Sub-threshold trades are refused, not rationalised.

03

Capitalguards

Hard block on symbols showing twenty trades at sub-20% win rate. Position sizing clamps to preset risk bands.

04

Continuousfeedback

Every closed deal writes back to a Thompson bandit. Arms with decaying edge get starved of capital automatically.

03Strategy anatomy

Fibonacci,
measuredinticks.

SwingpivotsdetectedviaATR-filteredfractals.Entriesqueueatthe0.618retracementonlyaftertheensembleconfirmsdirection.Stopssitbelow0.786;targetsatthe1.618extension.
Automatic swing detection
XGBoost directional confirmation
Dynamic stop at 0.786
Take profit at 1.618 extension
XAU/USD · Fib ladderLive
1.618Take profit
2,291.00
1.000Swing low
2,325.00
0.786Support
2,336.20
0.618Entry
2,345.60
0.500Mid
2,352.50
0.382Resistance
2,359.40
0.236Resistance
2,368.20
0.000Swing high
2,380.00
04Execution

Depthfirst.
Pricelast.

Ordersaresizedagainstlivedepth,notastaticlotpreset.Rejectedfillsroutebacktothebanditforarmre-weightingeverytapeeventbecomestrainingsignal.
Depth-weighted position sizing
Rejected-fill learning loop
Sub-200 ms tick-to-order latency
Idempotent order keys via Redis
Depth · XAU/USDΣ 275.8 lots
2356.109.8
2355.8019.3
2355.5037.4
2355.2011.0
2354.9028.9
2354.6014.2
2354.3021.6
2354.10Spread · 0.5
2353.8018.4
2353.5024.1
2353.2012.7
2352.9032.8
2352.608.5
2352.3041.2
2352.0015.9
Tape · last 10Streaming
14:02:41BUY2354.300.45
14:02:38SELL2354.100.80
14:02:35BUY2354.201.25
14:02:31SELL2354.000.30
14:02:28BUY2354.102.10
14:02:24BUY2354.000.60
14:02:19SELL2353.901.85
14:02:14BUY2353.900.40
14:02:09SELL2353.800.95
14:02:04BUY2353.901.50
05Performance
.%
Win rate / 2y backtest
.×
Profit factor
%
Max drawdown / risk preset
+
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