HANKCLYN

• Physical Reality & Risk Gatekeeping
  • Natural law marks the hard edges of possibility.
  • Cheap, reliable watts amplify every other input—secure them first.
  • Stake size is capped by the loss your balance sheet can tolerate.
• High-Frequency Agency
  • Run toward friction; stress reveals the winning gradient.
  • Tight feedback cycles compress learning time and purge illusion.
  • Favor fat-tailed upside; clock time is the only non-refundable currency.
• Leverage: Cash, Trust, Information
  • Free cash flow and reputation bankroll self-directed plays.
  • Guard trust like capital—decades to earn, moments to burn.
  • Move under radio silence; informational delta converts to alpha.
• Precision Execution
  • Squads of ≤7 keep full context and no politics.
  • Public scoreboard, compensation indexed to contribution—not tenure.
  • Leaders set the tempo by visible grind, not memos.
• Relentless Simplification & Adaptation
  • Default to deletion: “Does this add unavoidable complexity?”
  • Success breeds overhead; prune continuously to stay compound-able.
  • Kill dead models fast—mistakes are data, not identity.