01Evidence before promotion
03Expand one boundary at a time
01
Deploy the controlled base for strategy operations without authorizing capital.
- Source-verified custody, mandate, routing, and governance contracts
- Halted, unfunded launch under Safe and timelock control
- Authenticated application, private API, and wallet onboarding
- Durable market capture and mainnet paper strategy services
02
Connect the agent to live venues for coordinated spot and perpetual trading.
- Authenticated Lighter orders, fills, collateral, and positions
- Block-pinned spot quotes and live account-risk checks
- Coordinated entry, hedge, unwind, and funding workflows
- Fail-closed agent controls, bounded retries, and operator recovery
03
Prove the live execution loop and close every control required for activation.
- Independent venue, chain, account, and position reconciliation
- Benchmark, chaos, soak, replay, backup, and recovery evidence
- Production telemetry, archival retention, and external reviews
- Elapsed shadow windows and statistical promotion approval
04
Start narrow, preserve human control, and expand only from verified evidence.
- One approved market with explicit capital and exposure limits
- Canary execution with kill switches and independent reconciliation
- Measured entry, hedge, unwind, funding, and attribution quality
- Market and capacity expansion through separate promotion reviews
05
Compound model quality without giving adaptive research direct execution authority.
- Cointegration, Ornstein-Uhlenbeck, and Kalman hedge-ratio models
- Regime vetoes, shrinkage covariance, and portfolio capacity controls
- Execution-aware routing and private-order-flow analysis
- Isolated large-model research for hypotheses and post-trade review