Persona Guardrail: A Production-Grade Defense Framework for Agentic Systems
Persona Guardrail enforces semantic allowlist/blocklist functional boundaries on LLM agents, raising guardrail accuracy from 85.7% to 95.9% in production deployment.
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Stories tagged #production
What LLM Trading Agents Actually Do in Production: A Six-Month, Population-Scale Record from Two Fleets
Six-month record of 7.5M LLM trading agent invocations shows volatility-blind sizing, minimal upside capture, and no directional edge across two fleets.