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Why Passive LLMOps Fails: Building an Active Zero-Trust Firewall for Autonomous AI Agents

When deploying Large Language Models (LLMs) from experimental notebooks into production workflows, the attack surface changes dramatically. In a sandbox, an LLM generates text. In production, an autonomous agent executes SQL queries, accesses internal customer records, consumes cloud credit, and in…

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Timeline · 2 reports

  1. 2026-11-08 14:48 · DEV Community — AI
    Why We Built a Financial Firewall for Autonomous AI Agents on Solana: ACID Reservations, Zero Key Leakage, and the Subscriptions Program
  2. 2026-11-06 20:22 · DEV Community — AI
    Why Passive LLMOps Fails: Building an Active Zero-Trust Firewall for Autonomous AI Agents

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