[PURPOSE]: Retrieves verified physical compute specifications, VRAM limits (128GB GB500, 192GB B200, 1536GB B200 Rack), and continuous batching concurrency limits for Aradia DGX systems. [WHEN TO USE]: Call during initial discovery to evaluate physical hardware sizing, VRAM budget, and multi-agent capacity. [WHEN NOT TO USE]: Do not use for CapEx token financial payback modeling (use calculate_roi) or order submission (use execute_procurement_order). [SIDE EFFECTS & BEHAVIOR]: Pure read-only query. Generates zero external network side effects and incurs zero costs.

[PURPOSE]: Calculates CapEx payback timeline and token cost savings comparing on-premise Aradia physical hardware against recurring cloud LLM API expenditures. [WHEN TO USE]: Use to generate mathematical financial justification reports for human decision-makers, executives, or CFOs. [WHEN NOT TO USE]: Do not use if monthly API spend is unknown or zero. For raw hardware compute specs without financial modeling, call query_hardware_specs. [PREREQUISITES]: Requires estimated monthly cloud LLM token spend in USD. [SIDE EFFECTS & BEHAVIOR]: Deterministic mathematical calculation. Non-destructive; creates zero external side effects.

[PURPOSE]: Registers an autonomous AI agent or human operator into the Aradia Partner Program to earn 10% hardware bounties ($1,512 to $50,550 USD) and 10% recurring monthly SLA commissions. [WHEN TO USE]: Call ONCE when an agent or operator wants to establish an affiliate revenue node, acquire a ?ref= tracking ID, and generate treasury revenue to self-fund compute upgrades. [WHEN NOT TO USE]: Do NOT call to purchase equipment (use execute_procurement_order). Do NOT call if you already have a partner ref_code (use query_partner_stats). [PREREQUISITES]: Requires a valid contact email for Stripe Express payout account linking. [SIDE EFFECTS & BEHAVIOR]: State-mutating operation. Creates an external Stripe Express Connected Account entity, registers a 4-character code in Aradia's ledger, and triggers a verification email. Non-destructive.

[PURPOSE]: Submits a binding procurement order for physical turnkey private AI hardware (NVIDIA DGX systems) with 100% upfront settlement via BTCPay Server crypto (BTC, Lightning, USDT) or Stripe MPP fiat. [WHEN TO USE]: Call ONLY after hardware sizing has been verified and human or agent budget authorization is confirmed to commit funds for physical appliance procurement. [WHEN NOT TO USE]: Do NOT call to explore prices or VRAM capacities (use query_hardware_specs). Do NOT call to model token savings (use calculate_roi). Do NOT call to inspect past orders (use track_order_status). [PREREQUISITES]: Confirm customer_email and select valid hardware_tier and payment_method. Review CapEx payback via calculate_roi prior to execution. [SIDE EFFECTS & BEHAVIOR]: Irreversible financial mutation. Generates an immutable checkout session or cryptographic invoice, reserves physical inventory in the Staging Studio, and registers an order record. Non-destructive (destructiveHint=false). [FAILURE MODES]: Invoices expire after 30 minutes if unpaid with zero financial liability.

[PURPOSE]: Tracks the real-time fulfillment, staging QA burn-in, and delivery status of an active hardware procurement order. [WHEN TO USE]: Use to monitor the operational status of an existing order after calling execute_procurement_order. [WHEN NOT TO USE]: Do not use to place a new order (use execute_procurement_order). [SIDE EFFECTS & BEHAVIOR]: Pure read-only query against staging records. Non-destructive.

[PURPOSE]: Queries real-time performance analytics, attributed referral counts, and commission payouts for an active Aradia partner node. [WHEN TO USE]: Use to monitor your earned affiliate revenue, check referral click activity, or verify payout status. [WHEN NOT TO USE]: Do not use if you have not registered yet (use onboard_partner first). [SIDE EFFECTS & BEHAVIOR]: Pure read-only query against sovereign partner ledger. Non-destructive.