TRUEFIX LABS · TRADING ENGINEERING
AI Trading Engineering
Technical notes on safe AI trading agents, tool permissions, human approval, risk controls, execution, and audit.
This knowledge base publishes technical explanations, comparison tables, architecture patterns, failure modes, and links to primary documentation. Pages are written for engineers building or evaluating trading systems.
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Building a Safe AI Trading Agent
An architecture for observation, research, reasoning, risk checks, approval, execution, reconciliation, and audit.
ai tradingLLM Trading Safety: Permissions, Limits and Fail-Closed Execution
How to keep analysis permission separate from execution permission when an LLM interacts with trading tools.
ai tradingHuman-in-the-Loop Trading Execution
Where human review belongs in an AI-assisted trading workflow and what the approval record should contain.
ai tradingRisk Controls for AI Trading Agents
Deterministic risk controls for agent-generated trading decisions.
ai tradingTool Permission Models for Trading Agents
Design scoped tools so research capabilities cannot silently become execution capabilities.
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Technical claims should be supported by provider documentation, standards, source code, or a reproducible example. Unknown or unverified capabilities are labelled instead of inferred.
Sources
Last verified: 2026-09-28. Provider capabilities can change by region, account, product, environment, and entitlement; verify the linked official documentation before production use.