Trading agent guardrails for unattended execution
Set trading agent guardrails for sizing, order rates, losses and stale data, then test each limit in paper trading before unattended live execution.
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Notes on agentic trading: what the platforms actually expose, what an agent can do with it, and what breaks.
Idempotency and retries for automated order placement
Implement idempotency and retries for automated orders in 30 days, with request keys, timeout rules, reconciliation checks and staged failure tests.
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Paper trading that behaves like the real venue
Paper trading should model queues, partial fills, fees and rejects. Learn how to build a venue-like simulator and measure its gap before unattended live…
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Trading strategy description: plain words, missing rules
A trading strategy description can hide the rules an agent needs. Compare prose, checklists and executable specs, then test the gaps before live orders.
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Trading agent guardrails for unattended order execution
Trading agent guardrails should cap exposure, reconcile broker state and fail closed on stale data, duplicate orders and service restarts.
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Partial fills and rejections: safer controls for trading code
Handle partial fills and rejections with explicit order states, bounded retries, exposure checks and audit records for unattended trading systems.
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Partial fills and rejections: a checklist for trading code
Handle partial fills and rejections with event-driven state, safe retry rules and a one-week checklist for reconciliation, exposure control and execution…
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Monitoring trading agents when no one is watching
Monitor trading agents with order, position and data checks. Set alert thresholds, escalation paths and recovery rules before unattended execution starts.
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Position reconciliation: where trading agents lose control
Position reconciliation catches broker-agent mismatches before stale orders add exposure.
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