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PoC guide for GateKeep402 — a deterministic socket-layer pre-payment audit proxy that inspects agent payment calls, enforces allow/block/escalate rules, and logs decisions.
A red-team walkthrough showing how crafted CSV/XLSX cells, comments and metadata can become prompt injection for office AI agents - includes payloads, test checklist and staging mitigations.
Step-by-step guidance to add two guardrails around each LLM call: pre-LLM redaction/blocking to stop PII leakage and post-LLM verification to catch hallucinations before users see them.
Build agent workflows that separate fetch, intent extraction, decision, and action; record provenance, gate capabilities, and require human confirmation to curb prompt-injection risks.
ClawGuard’s AdNet injects sponsored prompts and multimodal assets into AI agents' context windows, claiming 47% agent-action; read practical risks, validation steps, and a checklist.