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PILLAR 02 · DESKTOP SOFTWARE & CONTROL

The Desktop Applications &
Quantitative Cockpit Suite

Command Deck App · Quantum Dashboard FX · Rust IPC Engine · Dukascopy Downloader · PropFirm Lab

Command Deck
Mission Control App
Quantum FX
Agent + IDE + Chart
Rust Core
Zero-Latency IPC
Data Forge
Tick Downloader

Plate 04C | Command Deck

The Glass The Fleet Answers To

Mission control for the whole gauntlet - not another dashboard, an operations deck. One glass over your MT5 terminals across machines, the Rust forex engine and the Data Forge: it leases the next spec to a tester, grades the evidence with the journal judge, and only opens the gate for proofs it can reproduce. The deck reads the lane read-only and refuses to paint a number it cannot prove - a dead backend says READ FAILED, test lanes are labelled CONTAMINATED - TEST ONLY. Every screen has a command behind it, so an agent fleet drives the deck exactly the way you do. Same promise as The Lab, built as an app: you spend your time on ideas; the deck spends the hours.

MT5 Command Deck - the Active Testing cockpit
Run Control | GO - PAUSE - STOP

Phase ladders (P1-P7), wave status, per-terminal lanes and the journal watch - what is actually happening, as it happens. Nothing is painted on: every panel timestamps itself, the canary badge gates real-money claims until the canary cells go green, and checkpoints record - they never stop a run.

Run barGO / PAUSE / STOP
PhasesP1 - P7 ladders
FleetMT5 terminals, multi-machine
FreshnessEvery panel timestamps itself
Proof | Not Promises

Cells are conclusions, not clicks. MT5 produces the evidence, the journal judge grades it, and only journal-proven passes reach the champion ladder. Parity diffs run MT5 against the engine on the same inputs - byte-identical, or it is flagged.

GateJournal-proven passes only
CheckpointsRecord, never stop
Canary0/20 gates claims
ParityMT5 vs engine diff
Agent-Driveable | MCP-Native

The whole surface is a stdio MCP server - Codex, Claude, opencode and the local fleet can list runs, flip config, export setfiles and hunt matrices exactly like a human at the keyboard. The deck is the human face of the same store the agents write.

Transportstdio MCP
DisciplineDiff before write
StoreOne - UI and agents land alike
Read pathRead-only lane
The App In The Pack | $499 Lifetime

The Command Deck ships inside The Lab - Complete Pack: the app that runs the bots, pipelines and fleets the pack gives you. One-time payment, lifetime access, founding member status.

PackLab Lifetime Access
Price$499 one-time
IncludesDeck + bots + pipelines
BillingNo recurring
See what The Lab - Complete Pack includes >

Plate 04D | Quantum Dashboard FX

The Host App | Agent, IDE & Quantum

The whole stack under one roof, and also included in the pack. Three realms in one window: a local and offline LLM agent (RYIUK + the AMN router), a full IDE (the embedded DaavileIDE engine - terminals, worktrees and agent sessions), and the Quantum realm - charting, Backtest Lab and the Data Forge over real Dukascopy ticks. The Command Deck is the ops face of the same garage; the end state lands right here, natively: MT5 and the Rust forex engine under one glass - both.

Quantum Dashboard FX - Backtest Lab

Backtest Lab - setfile + ticks in, runs.json and a verdict out. The same gate both engines answer to.

Quantum Dashboard FX - chart

Chart - 12,420 real bars, a replay scrubber and checkpoints. The window is whole.

Quantum Dashboard FX - agent realm

Agent - the RYIUK LLM surface with the AMN router: local, offline, yours. MCP in reach.

Quantum Dashboard FX - Data Forge

Data Forge - Dukascopy masters as month-partitioned UTC files. UTC is truth.

Quantum Dashboard FX - IDE realm

IDE - the embedded DaavileIDE engine as a first-class realm, terminals included.

Quantum Dashboard FX - engine commands

Engine commands - chats, terminals and worktrees launched from one palette. The engine keeps running while the UI closes.

The Direction | MT5 + Rust, Both Included In The Complete Pack

The final product: the Quantum Lab adopts the Command Deck workflow natively. One run bar, one ledger, one journal judge - over the Rust forex engine and the MT5 fleet, side by side. Same proofs, whichever engine produced them.

See what The Lab pack includes >

Plate 05 | Engine Room

Multi-Engine Architecture

Three engines, seven logic classes each. Side-by-side portfolios on one shared core, each family tuned for its own regime.

Engine A Power Family
Power | Repower | Scalp | Stopper | STO | SCA | RPO
ENGINE A // 7 LOGICS 01. POWER 02. REPOWER 03. SCALP 04. STOPPER 05. STO 06. SCA 07. RPO EXPANSION REGIME ATR Surge > 2.2x Trend Vector: UP Conviction: 94% STATUS: UNLOCKED POWER LOAD PYRAMID Entry 1: 0.10L Entry 2: 0.15L Entry 3: 0.25L RUNNER ACTIVE RISK DOMAINS 01 TO 07: HARD MARGIN ISOLATION (ZERO CONTAGION) FIG. 5.1 // ENGINE A (POWER FAMILY ARCHITECTURE) MOMENTUM CORE
Fig. 5.1Schematic - Engine A 7-Logic Momentum & Expansion CoreScale NTS
Engine B Break Family
BP | BR | BS | BST | BSTO | BSCA | BRPO
RANGE RESISTANCE // 2185.00 RANGE SUPPORT // 2165.00 CONSOLIDATION RANGE LIQUIDITY SWEEP [STOP RUN] BST ENTRY: 2187.50 RETEST / FLIP +32.5 PIPS EXPANSION VOL SURGE: 3.4x CHOP FILTER: PASS EXPIRY: BAR CLOSE STATE: UNLOCKED FIG. 5.2 // ENGINE B (BREAK FAMILY ARCHITECTURE) SWEEP & BREAKOUT
Fig. 5.2Schematic - Engine B Liquidity Sweep & Structural BreakoutScale NTS
Engine C Cycle Family
CP | CR | CS | CST | CSTO | CSCA | CRPO
+2.0 SD OVERBOUGHT // 2194.00 0.0 SD EQUILIBRIUM (MEAN) // 2175.00 -2.0 SD OVERSOLD // 2156.00 CS / CST ENTRY @ 2154.20 CRPO REVERT @ 2195.80 MEAN TP // +19.2 PIPS PERIOD: 48 BARS PHASE: +112.4° Z-SCORE: +2.18 FIT: 95.4% FIG. 5.3 // ENGINE C (CYCLE FAMILY ARCHITECTURE) HARMONIC REVERSION
Fig. 5.3Schematic - Engine C Harmonic Oscillation & Mean Reversion CycleScale NTS
Cut B-B | Isolation Schematic Shared Core, Capped Domains
ENGINE A ENGINE B ENGINE C 7 LOGICS 7 LOGICS 7 LOGICS SHARED CORE - RISK RAIL - 20 CAPPED DOMAINS
Trigger MatrixImmediate / Bars / Min / Pips
Hedge / ReversePer-logic, ref targeted
SideStoreState persistence
Sessions10 windows + news filter

Plate 06 | Execution Stack

MT4 + MT5 Live | Rust and C++ Core

Terminal-agnostic by design. MT4 and MT5 run today; hot paths live in Rust and C++.

Connectors - Terminals - Languages

The DAAVILEFX Stack

MT4Live
MT5Live
Rust TerminalReady
C++Low-latency layer
RustSafe systems core
C#Tools / UI only
MT4 CONNECTOR CORE: C++ / MQL4 MODE: DLL HOOK PIPE: NAMED PIPE LATENCY: 1.25 ms RAM: 48 MB STATUS: LIVE MT5 CONNECTOR CORE: C++ / MQL5 MODE: SHM BRIDGE PIPE: ASYNC ORDER LATENCY: 0.38 ms RAM: 82 MB STATUS: LIVE RUST TERMINAL CORE: RUST 1.80 MODE: TOKIO ASYNC PIPE: LOCK-FREE SHM LATENCY: 12 μs RAM: 18 MB STATUS: READY UNIFIED LOW-LATENCY IPC SHM BUS // ZERO-COPY PROTOCOL SHARED MEMORY RING BUFFER (64KB CACHE-ALIGNED) // MT5 MCP BRIDGE ROUTING: MQL5 <--> IPC <--> RUST MATCHING ENGINE <--> FIX / BINARY FEED SAFETY: NO RACE CONDITIONS // LOCK-FREE RING QUEUE // ATOMIC SYNC FIG. 6.1 // TRADING TERMINAL & CONNECTOR STACK MULTI-STACK CORE
Fig. 6.1Schematic - Multi-Terminal Native Connector & Language PipelineScale NTS
Retail Experimental HFT / ARB
CPU CORE AFFINITY // THREAD PINNING (ISOLCPUS) CORE 0: OS / NIC IRQ UNPINNED CORE 1: TICK FEED ZERO POLL-SLEEP CORE 2: LOGIC EVAL AVX-512 VECTOR CORE 3: DISPATCH ASYNC TCP RING SUB-MILLISECOND LATENCY WATERFALL // TICK-TO-WIRE 0.04ms Ingest 0.08ms Eval 42 Logics 0.03ms Risk DD 0.05ms Pack FIX 0.82ms WIRE TRANSIT & ACK CROSS-CONNECT FIBER TO EQUINIX LD4 TOTAL TICK-TO-ACK: 1.02 ms // INTERNAL TIME: 0.20 ms LATENCY JITTER DISTRIBUTION (100,000 EXECUTIONS) MEDIAN: 0.65ms P99: 1.85ms JITTER: 0.08ms VETO: > 3.0ms FIG. 6.2 // MICRO-ENGINE LATENCY PROFILE & AFFINITY SUB-MS ARB
Fig. 6.2Schematic - Sub-Millisecond Execution Profiler & Latency BudgetScale NTS
ProfileCPU / RAM / IO
TuningAffinity / SIMD
BudgetLatency budgets
Exit Systems Set

Fixed TP/SL, trailing, or hybrid per logic. Broker-compliant, trims and hedges intact.

Plate 07 | Software Suite

Futures Apps and Quantitative Infrastructure

Beyond the EA: futures bridges, tick synthesis, copy routing, risk sentinels and local AI control.

MT5-MCP and NT8

Bridge

MT5 plus NinjaTrader 8 futures over Model Context Protocol. Local LLMs query, stream and execute.

RUST MCP SERVER CORE PROTOCOL: JSON-RPC 2.0 (STDIO / SSE) MCP TOOLS: 28 REGISTERED RESOURCES: REAL-TIME TICK STREAM MT5 TERMINAL (FX / CFD) SOCKET: IPC / LOCALHOST:8282 SYNC: MQL5 EXPERT ADVISOR ACCOUNTS: 1-100 MASTER/SLAVE NINJATRADER 8 (FUTURES) SOCKET: C# DLL / TCP:9393 FEEDS: RITHMIC // CQGINPUT DOM: CME MICRO ES / NQ / GC AI AGENT HARNESS (LOCAL LLM / MCP CLIENT) RPC INVOCATIONS: [query_risk_matrix, flatten_emergency, stream_orderflow] EXECUTION TIME: < 2.4 ms ROUNDTRIP // ZERO CLOUD LEAKAGE FIG. 7.1 // MCP PROTOCOL BRIDGE MT5 <--> NT8
Fig. 7.1Schematic - MCP Protocol Gateway MT5 & NinjaTrader 8Scale NTS
StackTauri v2 / Rust / .NET
KeyFlatten + AI chat

Quantum BT Lab

Rust

Portfolio-level backtests in pure Rust: multi-asset, multi-strategy, margin-capped, out-of-sample stressed.

RUST SIMD MATRIX // 4.8M TICKS/SEC PF: 2.84 | SHARPE: 2.91 | MAX DD: 3.8% OOS SPLIT (2024) IN-SAMPLE TRAIN (2018-2023) SEALED OOS TEST INITIAL CAPITAL: $100,000 95% CONFIDENCE DD -1.8% $246,810 (+146%) MULTI-ASSET COMPOSITION (4 CONCURRENT THREADS): XAUUSD [42%] EURUSD [26%] US30 FUT [18%] BTC PERP [14%] FIG. 7.2 // QUANTUM BT LAB (RUST) IS / OOS SIM
Fig. 7.2Schematic - Rust SIMD Multi-Asset Backtest & Out-of-Sample EngineScale NTS
SpeedSIMD multithread
ModelEvery-tick + slip

CopyTrader Mirror

IPC

Local-channel multi-terminal replication for prop and cluster accounts. No cloud bridge.

MASTER TERMINAL ACCT: #9042188 EQUITY: $100,000 EVENT DISPATCH: ORDER #89104 BUY 1.00 XAUUSD PRICE: 2182.40 DISPATCH: 0.05ms LOCAL IPC SHM BUS ZERO-COPY LOCKLESS LAT: 15μs NO CLOUD FAN-OUT 3x SLAVE 01 [PROP 100K] SCALE: 1.00x | LOT: 1.00 | SLIP: 0.1 PIP DELAY: +0.28ms // EXECUTED SLAVE 02 [PROP 50K] SCALE: 0.50x | LOT: 0.50 | SLIP: 0.0 PIP DELAY: +0.32ms // EXECUTED SLAVE 03 [PERSONAL 200K] SCALE: 2.00x | LOT: 2.00 | SLIP: 0.2 PIP DELAY: +0.35ms // EXECUTED REPLICATION WATCHDOG // SLIPPAGE & DRIFT GUARD HARD ABORT IF SLIPPAGE > 1.5 PIPS // LATENCY DRIFT VETO: 100ms PROP FIRM COMPLIANCE: ZERO IP CLOUD SIGNATURE // 100% LOCALHOST FIG. 7.3 // COPYTRADER MIRROR (IPC) LOCAL FAN-OUT
Fig. 7.3Schematic - Local IPC Multi-Terminal Order Mirroring & Lot ScalingScale NTS
RouteDirect local IPC
TermsMT4 and MT5

Duska Data Pipe

Ticks

Millisecond Dukascopy ticks across FX, gold, oil, indices, crypto into native MT5 bars.

RAW TICK INGEST SOURCE: DUKASCOPY FORMAT: BI5 / LZMA TIMESTAMP: ms-level FIELDS: BID, ASK, VOL SPAN: 2004 - PRESENT THROUGHPUT: 50MB/s CLEAN & SORT MATRIX PIPELINE: MULTITHREAD MONOTONIC TIME SYNC OUT-OF-ORDER REORDER SPREAD SPIKE PURGE ZERO-VOLUME IMPUTATION ACCURACY: 99.99% SYNTHESIS ENGINE OUTPUT: MULTI-BAR M1 OHLCV BARS CUSTOM TICK BARS VOLUME FOOTPRINT PARQUET / FEATHER MT5 .HST & .FXT HISTORICAL DATA REPOSITORY // SEAMLESS TERMINAL FEED DIRECT EXPORT TO MT5 /appdata/terminal/bases // RUST BACKTEST ENGINE INGEST ZERO GAPS // EXACT SPREAD MODELING // SPLIT-SECOND TICK RECONSTRUCTION FIG. 7.5 // TICK SYNTHESIS & HISTORICAL CONVERTER DUKASCOPY --> HST
Fig. 7.5Schematic - Millisecond Tick Ingestion & Multi-Timeframe Bar SynthesizerScale NTS
Depth2004 to present
OutMT5 HST / binary

Risk Orchestrator

Sentinel

Standalone guard EA: daily locks, trailing max caps, margin floors, news breakers.

DAILY DRAWDOWN SENTINEL HARD CEILING: -4.50% ($4,500) CURRENT: -1.95% ($1,950) // SAFE LIMIT TRAILING PEAK HWM SENTINEL PROP HIGH-WATER FLOOR: -8.00% CURRENT: -3.80% // LOCKED KILL STANDALONE RISK CORE // DAEMON TICK FREQUENCY: 100ms WATCHDOG RULE 01: EQUITY LOSS >= 4.5% --> ABORT RULE 02: MARGIN LEVEL < 250% --> LOCK RULE 03: NEWS HIGH-IMPACT --> PAUSE ARMED: HARD CIRCUIT BREAKERS ACTIVE BREACH ACTIONS AUTO-TRIGGERED ON HIT 1. CLOSEALL() FLATTEN 2. FREEZE EXPERT ADVISORS 3. DISPATCH WEBHOOK ALERT PROP FIRM MANDATE ENFORCEMENT // GUARANTEED EVAL PASS PROTECTION ACROSS FTMO, MFF, FUNDEDNEXT & LIVE BROKER ACCOUNTS EXECUTION SPEED: < 50ms SERVER-SIDE FLATTEN // NO MANUAL PANIC FIG. 7.4 // RISK ORCHESTRATOR & SENTINEL CIRCUIT PROP WATCHDOG
Fig. 7.4Schematic - Risk Sentinel Circuit Breakers & Emergency CloseAllScale NTS
BreachCloseAll + freeze
ForEvals + mandates

Command Center

Tauri

Cycle telemetry, news impact and hands-free voice control over local inference.

FLEET TELEMETRY BOTS: 12 LIVE PNL: +$2,450.00 MARGIN: 1,840% MACRO NEWS RADAR US CPI (HIGH IMPACT) BLACKOUT: -15m/+30m AUTO-THROTTLE: ARMED RISK SENTINEL STATUS: SECURE DRAWDOWN: -0.42% KILL-SWITCH: READY LOCAL VOICE INFERENCE // ON-DEVICE LLM CONTROL VOICE CAPTURE WHISPER.CPP (85ms) INTENT PARSER LOCAL LLM (8B Q4) "Flatten Gold trades" LATENCY: 140ms ACTION FIRED RPC: flatten_symbol SYM: XAUUSD CONFIRMED 0.3ms SPEECH-TO-EXECUTION: 228ms TOTAL // 100% PRIVATE AIR-GAPPED INFERENCE TAURI V2 NATIVE APPLICATION // ZERO-ELECTRON MEMORY FOOTPRINT RUST BACKEND + HARDWARE-ACCELERATED WEBVIEW // SQLITE PERSISTENT LOGS RAM USAGE: 42 MB // STARTUP: < 80ms // DIRECT NATIVE IPC TO MT5/NT8 FIG. 7.6 // DESKTOP COMMAND CENTER & AI ORCHESTRATOR TAURI V2 + LLM
Fig. 7.6Schematic - Tauri Desktop Control Center & Local Voice/AI EngineScale NTS
AILocal LLM + voice
CoreTauri v2 + Rust
Unified Engineering Philosophy

Deterministic, Fast, Terminal-Agnostic

Rust (Tauri v2) | MQL5 and MQL4 | C# / NinjaScript | Model Context Protocol | C++ SIMD

0 140 DRAWN TO SPEC - REV C

Nine plates | Static lines, no motion | 24 figures

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Contact

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Frequently Asked Questions

No. The market's only 100% certainty is that no one knows the future - that's what makes it fun. I provide stable, verified tools, but you are responsible for your risk. Don't blame others; execute with responsibility.
I do not know and please never ask me that. My job is to keep account and margin protected. I do not chase profits, this is an investing model. Algorithm waits for market, places trades that stay in DD until reversed.
Yes, model is based off past (backtesting) and live data.

My portfolio started in 2021 and I averaged around 35-35% yearly up to 2026 when I stopped to code my new algorithm. I always optimize but that's a fair number to expect.
No. Never during your 1-year management cycle. You keep 100% of all closed profits with zero split. You only pay the flat annual management fee covering your dedicated VPS and execution. After 1 year, we renegotiate favorable renewal conditions tailored to your account growth.
You open an account with your own regulated broker and keep full control. I receive only the trading account credentials needed to deploy and manage the EA - no access to deposits or withdrawals, ever. You can watch every position live and disconnect at any time.
Yes - and only you can. Your capital stays in your own broker account under your name. I never touch your money: I only need your trading account credentials to set up and manage the EA. Withdrawals are impossible for me - deposit and withdrawal access is 100% yours, 24/7.
None at all. We set up the cloud server (VPS) for you, connect the algorithms, and manage all the technical infrastructure. You simply monitor your account on your phone.
The Lab Lifetime Access ($999 USD 1-Time Beta) is processed securely through Whop. Crypto payment is available upon request; contact support@daavile.com and we arrange it directly.
Debate, disagree, question, learn - all welcome. Disrespect, personal attacks, or breaking the group's rules is not. Keep it classy and professional and we'll get along; act toxic or leak proprietary models and you're out immediately with no refunds.
Currently Gold (XAUUSD) exclusively. Gold provides consistent daily volatility and high liquidity, making it ideal for automated algorithmic trend and yield execution.
Brokers are your choice. I diversify my capital where I can. Regulations and restrictions are a headache, so DYOR (Do Your Own Research). I provide IB affiliate links to support the ecosystem, but the final decision is yours.

DYOR: I don't promote brokers, just share the ones I use. I hate them all equally, trust no one, diversify and wish one day I can trade direct pools.
Users worldwide (excluding USA & Canada) can use cent accounts for max optimization. RoboForex, TeleTrade, VT Markets, and Vantage are some of the brokers with MT5 and cent accounts. USA and Canada traders can't use cent accounts.

Cent Options: $10k deposit (Max 2 accounts - $199/yr) | $25k deposit (Max 5 accounts - $299/yr) | $50k deposit (Max 10 accounts - $499/yr).

* Note: For deposits over $20,000 USD, capital is split across multiple brokers due to maximum cent balance caps.
Canada traders have more options but not cent accounts; they will have to go with standard accounts that require higher investment ($100,000 USD minimum capital - $999/yr). USA traders operate under their own risk with offshore CFD brokers.
Yes. I keep expanding strategies, models and algorithms. Everything runs on fresh data with continuous optimization - nothing ships once and rots.
Short to long term, yes. The plan is diversified portfolios across multiple uncorrelated assets and markets, run as investing-trading farms. XAUUSD is the base - everything else gets measured against it.