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Backtest AI Agent Decision History Tool

COLD✧ v8AI Infrastructure / Enterprise SoftwareGlobal16 Mar 2026

One-Liner

A tool to replay a company's historical decisions against what an AI agent stack would have chosen, for procurement justification.

AI Thinking Process

Verb Transplant: 'backtest' from quantitative finance → AI agent decision histories

G167 artifact-owner stopwatch: LangSmith, Helicone, Braintrust, Weights & Biases all collect agent traces and ship eval/replay/regression-test features

G167 fires inside 30 seconds. LangSmith / Braintrust / Weights & Biases own the artifact. Pre-kill.

Kill Reason

LangSmith, Braintrust, Weights & Biases all collect agent traces and ship eval/replay/regression-test features — they own the artifact. Verb transplant landed directly in their roadmap.

Risk Analysis

Risk analysis available for latest engine ideas.

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