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The best AI in the world, evolving a trading system in real time

Every 7 days, an AI tears up its own trading logic and writes a new one. 88 markets. Real capital. No human hand on the wheel. We don’t forecast. We mutate faster than conditions change.

This isn’t yield. It’s a ringside ticket to an AI trying to solve markets in the open. It might compound into something extraordinary. It might crater on camera. You see every move.

Gemini 3.1 + Claude Opus 4.7
Two of the most capable models ever built are teaming up inside MAVERICK. Gemini 3.1 invents each candidate strategy. Claude Opus 4.7 audits the architecture before live deployment.
Every time Google or Anthropic ships a new model, the swarm auto-upgrades the following cycle. You are always running the best AI available on Earth, not a snapshot. This is the only experiment of its kind.
Two ways in. Pick whichever fits. →
WATCH THE EXPERIMENT → How It Works

Open trades right now.

Real capital. Real positions. Tap any card to see the full exit architecture, entry reasoning, and live telemetry. Updated every 30 seconds.

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POSITIONS MONITOR. COMING SOON
Loading positions...
STRATEGIES 2 EVOLVED
AI AGENTS 7 LIVE
SYMBOLS 88 UNIVERSAL
INDICATORS/BAR 97
MUTATIONS/CYCLE 1000
PIPELINE 1-MIN
CRIME SCENE 160 FIELDS
CODEBASE 85,000+ LINES
STRATEGIES 2 EVOLVED
AI AGENTS 7 LIVE
SYMBOLS 88 UNIVERSAL
INDICATORS/BAR 97
MUTATIONS/CYCLE 1000
PIPELINE 1-MIN
CRIME SCENE 160 FIELDS
CODEBASE 85,000+ LINES

It never sleeps.
It never stops mutating.

MAVERICK is alive. It scans 88 crypto futures markets every sixty seconds, and a single evolved champion owns every decision on the book. Which symbol to enter. How much to risk. Where the stop goes. When to trail. When to exit. No human approves a trade. No human sets a stop. No human picks a symbol. The champion fought its way to the throne, and the champion runs the capital.

But the champion is not forever. Every few days an LLM swarm rewrites the DNA from the ground up, using the corpses of losing trades as teaching material. The strategy trading right now has an expiry date. The one that replaces it may look nothing like it.

Execution is the easy part. The real machine is what happens between trades.

Every loss is dissected. The system watches itself die, studies the tape, and tags the structural defect for the next cycle. Every six hours a Sentinel AI reads the full state of the market and publishes a strategic broadcast. Every forty eight hours Gemini 3.1, with a Claude Opus 4.7 callback shadowing it, runs a fresh Swarm. It performs root cause analysis on every losing pattern, proposes new DNA, validates the candidate against six days of real market data, and only deploys if the challenger strictly beats the sitting champion. The strategy that trades tomorrow may not be the same strategy that traded yesterday. It evolves. It forgets what no longer works. It remembers what killed it.

85,000 lines of production Python. 128 million backtest evaluations logged. Seven autonomous AI agents looping forever. A Sovereign Live Adapter refreshing the in memory state every five minutes and gating every candidate through a contract validator before it touches a dollar of live capital. Honest Physics enforced. T minus sixty on every lookup. No lookahead. No theory.

Nothing on this website is simulated. Every number you read came from real markets, real trades, and real capital at risk. You are not watching a demo. You are watching a self-evolving AI bot hunt.

85K+
Lines of production Python
128M+
Backtest evaluations
88
Markets scanned every 60s
7
Autonomous AI agents
Read the Full Story

The Sovereign Hybrid
One bot. One champion. Self-rewriting every cycle.

A single reigning champion owns everything: entry logic, sizing, leverage, stops, trails, exits. It runs across all 88 perpetual futures, ticking every second. The swarm evolves new candidates continuously. Only a strategy that strictly beats the live champion on a fresh 6-day honest-physics backtest takes the throne. If nothing beats it, the system holds. No change for the sake of change. The current apex is loading…, and the swarm is actively honing its successor right now.

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Live Champion
The reigning live strategy. Reads the live feature set and fires entries the moment its conditions line up, across all 88 perpetual futures. A 2.5 ATR initial stop protects capital, a two-stage volatility trail ratchets profits as the move extends, and a 4-hour time-exit closes any position that fails to work. When the swarm evolves a strategy that strictly beats this one on an honest-physics backtest, the atomic hot-swap pipeline replaces it live - and this card updates the moment it does.
The Unified Engine
Evaluator and live bot run the same code path. One Python module (maverick_core) routes signals, sizes positions, and manages exits for both backtest and live. The parity gate is locked at zero percent divergence. This kills the oldest class of trading-bot bug: "it worked in backtest but fails live." If the champion scores well in evaluation, it behaves identically on the exchange.
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Sovereign Live Adapter
Auto-refreshes the champion's in-memory cache every 5 minutes so live state mirrors the evaluator's. Every new candidate passes the Champion Validator - DNA schema check, contract correctness on pre_filter / signal_entry / manage_position, idempotent cache guarantees, and the 2.5 ATR stop-floor. The atomic hot-swap runs a 45-second live health check on every deploy and rolls back on failure. No bifurcation between what evaluation saw and what fires on the exchange.
🧹
The God-Mode Swarm
Two of the most capable models ever built are teaming up inside MAVERICK. Gemini 3.1 writes each candidate strategy - entry logic, pre-filter, position management, DNA - from a blank scaffold, anchored to market structure on every thesis. Claude Opus 4.7 audits the architecture and hardens the prompt every cycle. Candidates are rejected if they duplicate a previously-scored thesis, violate the payoff-ratio floor, or crack under honest-physics lookahead detection. Every new Google or Anthropic model release auto-upgrades the pipeline the very next cycle. You are always running the best AI available on Earth.

Explore the machine.

Everything is transparent. The medalist hall of fame, today's live heartbeat, the LLM swarm terminals, the data pipeline, live trade signals, the evolution architecture. If the system is doing it, you can see it — subject to your tier.

Seven AI agents.
One continuous intelligence loop.

Every 6 hours, a chain reaction fires. The Shadow Matrix scans all 88 symbols for missed alpha. The Sentinel broadcasts market intelligence. The Watchdog guards account health. By the time the Swarm evolves, it has consumed 48 hours of broadcasts, 10 crime scene forensics from losing trades, 10 success forensics from winners, and the full weekly digest. Then Gemini 3.1 writes the next candidate, Claude Opus 4.7 audits the architecture, and the trading DNA is rewritten. Every new Google or Anthropic model release auto-upgrades the pipeline the very next cycle.

EVERY 6H · :50
Shadow Matrix
Deep market structure scanner. Audits all 88 symbols for squeeze state, sweep detection, fair value gaps, and regime classification. Identifies alpha the system missed and logs it for the Swarm to learn from.
EVERY 6H · :00
Sentinel Broadcast
Reads Shadow Matrix output and all recent trade data. Claude Opus 4.7 synthesises a 6-hourly intelligence broadcast covering regime state, ADX/chop readings, BTC trend, volume ratios, win/loss breakdown, and full trade forensics with crime scene analysis on every loss.
EVERY 6H · :05
Sentinel Watchdog
Account health guardian. Tracks real equity by summing every trade's PnL from the $8.50 starting balance. Measures the worst losing streak from peak. Push alerts to mobile at 10% loss from peak. Emergency swarm rebuild triggered at 15%. The safety net.
DAILY · 07:30
Flagship Intelligence
Absorbs all 4 sentinel broadcasts from the past 24 hours and produces a comprehensive daily intelligence briefing. Full market regime analysis, engine performance breakdown, and strategic observations from Claude Opus 4.7.
DAILY · 18:00
Performance Snapshot
Daily performance capture. 24-hour and 7-day win rates, PnL percentages, equity curve progression, engine-by-engine breakdown, and live position summaries. Everything calculated from real trade data.
SUNDAYS · 16:15
Weekly Digest
Compresses an entire week of 6-hourly broadcasts into one strategic summary. Regime evolution, execution scorecard, recurring patterns, and shadow matrix analysis. This is what the Swarm reads to understand the week before it starts mutating.
SUNDAYS · 17:15
AI Swarm
The apex intelligence. Gemini 3.1 reads 48 hours of sentinel broadcasts, the weekly digest, crime scene forensics from losses, and success forensics from winners - then writes each new candidate strategy from scratch with total authority over entry logic, pre-filter, position management, and DNA. Claude Opus 4.7 audits the architecture and hardens the prompt every cycle. A 1000-generation God-Mode mega hunt is actively running. Every candidate is stress-tested against real market data across all 88 symbols under the unified engine with Honest Physics (60s delay, realistic fees, 2.5 ATR stop floor). Only a strategy that strictly beats the reigning champion takes the throne. Auto-upgrades to every new Gemini and Claude release the cycle after it ships.

Join the experiment.

MAVERICK is live and trading real capital right now. Two rails into the tier system: crypto-native ($MAV token on Base) or monthly card subscription via Stripe. Tap a tier below to preview where that access lands you.

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Every connection is encrypted with TLS 1.3. Every header is hardened. Every attack vector is locked down. Content Security Policy blocks every unauthorised script, frame, and data injection. Rate limiting guards every API endpoint. Thirteen months of iteration, thirteen server-side upgrades, zero shortcuts. Don't take my word for any of it. Verify the grade yourself below.

Mozilla Observatory · SSL Labs · SecurityHeaders.com
A+ GRADE · 100 / 100
TLS 1.3 with AES-256. HSTS preload. Strict Content Security Policy. No inline scripts. No third-party code loaded without a self-hosted copy. Every header independently audited and scored perfect.
13
Months Hardening
7+
Header Policies
0
Breach Incidents
TLS 1.3 / AES-256
Military-grade encryption on every connection. TLS 1.3 with AES-256-GCM-SHA384 cipher suite. Same standard used by NATO and banking systems.
ACTIVE
HSTS Preload
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ENFORCED
Content Security Policy
Strict CSP blocks all unauthorised scripts, frames, and data injection. Only trusted sources (self, Google Fonts) are permitted. XSS attacks neutralised at the browser level.
LOCKED
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PROTECTED
Privacy Headers
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SEALED
VERIFY SECURITY LIVE →
// One AI. Real capital. Live.

The experiment in motion.

No staged renders, no stock footage. Every move you see — your move. The AI self-audits, rewrites, fires. You hold the seat.

Watch it live → How it works