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Showroom Floor / AI Agents / Dream-RSI Discovery Tree & Zero-Cost Offline Replay Engine™
AI Agents Proven Self-Hosted System

Dream-RSI Discovery Tree & Zero-Cost Offline Replay Engine™

Discovery tree recording, zero-cost offline replay simulation, and monotonic policy optimization (arXiv:2609.14858).

Python FastAPI Discovery Trees Monte Carlo Replay Monotonic Gate Jinja2

Live Production Demo

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Warehouse Inspection Seal: 100% Malware-Free

Audited by 4-Layer Malware, AST Obfuscation & Secret Key Scanner

Certified Safe

Malware Status

0 Threats Found

Reverse Shells

Clean

API Secret Leaks

Zero Leaked Keys

Health Score

99/100

System Overview & Specifications

The official implementation of Dream-RSI (Google DeepMind / UMD / UVA). Records complete discovery trees across autonomous code mutations and prompt patches, evaluates counterfactual exploration policies with zero token cost, and enforces R_{t+1} >= R_t monotonic returns.

📦 What's in the Box

Every system sold on Creators Warehouse comes completely equipped for immediate turnkey deployment:

DiscoveryTreeRecorder, ReplaySimulator, MonotonicPolicyOptimizer, DreamRSIEngine, FastAPI telemetry router, full test suite.
One-Click Turnkey Purchase • Commercial License
$124.00 one-time

Full rights to white-label, self-host, and commercially deploy this software under your own brand.

✓ Full Unencrypted Source Code
✓ Instant Cloudflare R2 Vault Download
✓ 1-Click deploy.py Automation Script
✓ Automated Verification Test Suite
✓ Commercial White-Label Resale Rights

Automatic failover if primary gateway fails, times out, or gets blocked.

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