The supporting layers around System R AI, and two side quests in adjacent domains.


Supporting Layers

YouTube · Distribution Channel for SYSTEM R AI

Once the wedge case and repeat usage are validated, this channel will serve as the primary distribution network for System R AI.

  • Principles of Trading · 16 part lecture series
  • 11K subscribers
  • 198,377 views

youtube.com/@systemr_ai →

OSR Protocol

A Solana SPL token for the onchain settlement layer of System R AI.

  • Burn and Mint Equilibrium
  • Built for machine to machine economy
  • Buy OSR and use it on System R AI right away

osrprotocol.com →

SYSTEM R AI Journey

A failed startup founder’s accidental journey into trading. Couch hopping, a million dollar run in Dubai, and back to failure. The realisation that became System R AI: growth is expected return minus variance.

Read on Medium · 20 min →


Side Quests

sol.systemr.ai

Solana RWA intelligence. Live yields, on chain analytics, and risk profiles for tokenised treasuries, private credit, equities, and real estate. Tools include a yield simulator, risk vs yield matrix, and RWA vs TradFi comparison.

sol.systemr.ai →

crystalcodes.dev

Crystal is an open source AI coding companion that enforces architecture and domain integrity on AI generated code. Plugs into any AI coding tool via MCP.

  • 16+ quality gates · AI audit · dependency analysis · session handoff
  • Open source · free forever

crystalcodes.dev →


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