Running code written by language models without handing them the keys: defense-in-depth sandboxes, least privilege, kernel-level isolation, and the governance that makes security a platform rather than a review. Grounded in CAGE, a 16,000-line Rust sandbox adopted by 15 teams.
Secure LLM and agent execution · 5 min read · with a concept loop
AI agents fail when untrusted content is treated as a command. The four-gate boundary sets the identity, capability, flow and execution checks that stop it.
securityprompt injectionsafety and red teamingagent governance
Secure LLM and agent execution · 5 min read · with a concept loop
A restarted AI agent recovers memory, not the world. The reconciliation gate checks identity, ledger status, approval and authority before it acts again.
Secure LLM and agent execution · 4 min read · with a concept loop
AI privacy fails when access is approved once and never rechecked. The four-boundary check enforces identity and authorization at every step.
privacy and access controlsecurityregulatory complianceagent governance
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