The model proposes, code disposes

The model proposes, code disposes An architecture diagram generated by Archify. market data and news · prices · filings · headlines · Architecture component · untrusted text market data and news prices · filings · headlines untrusted text research agents · analysts · debate · rating · Architecture component · no broker key research agents analysts · debate · rating no broker key deterministic gate · allow-list · caps · kill switch · Architecture component deterministic gate allow-list · caps · kill switch executor · limit orders · idempotent IDs · Architecture component · only key holder executor limit orders · idempotent IDs only key holder broker · paper account, then live · Architecture component broker paper account, then live human approval · large, new, or after a restart · Architecture component human approval large, new, or after a restart reconciler · mismatch or silence halts · Architecture component reconciler mismatch or silence halts lot ledger · lots · wash-sale blackout · Architecture component lot ledger lots · wash-sale blackout tax filing · 8949 · Schedule D · Architecture component tax filing 8949 · Schedule D reads proposal approved orders above threshold halt fills year-end Legend Frontend Backend Database Cloud Security External

Why the model holds no key

  • • Edited headlines cut an LLM trader's yearly return by up to 17.7 points
  • • A trading key can also switch off the account's own guardrails

Paper to live

  • • Same code; the broker changes by configuration
  • • Shadow 100+ decisions, then 1–5% of capital with limit orders