LLM Trading Agent Security Autonomous trading agents have a harsher threat model than normal LLM apps: an injection or bad tool path can turn directly into asset loss. When to Use - Building an AI agent that signs and sends transactions - Auditing a trading bot or on-chain execution assistant - Designing wallet key management for an agent - Giving an LLM access to order placement, swaps, or treasury operations How It Works Layer the defenses. No single check is enough. Treat prompt hygiene, spend policy, simulation, execution limits, and wallet isolation as independent controls. Examples Trea…