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Audit AI agent requests, logs, and access with Aperture

Aperture, a product from Tailscale, provides auditing and access control for AI agent activity. It attaches cryptographic identity to every LLM request, captures full request-response lifecycles including tool use and token counts, and stores logs in configurable destinations including S3-compatible storage for SIEM integration. Access to logs is deny-by-default and governed by a grants system tied to Tailscale identities. Administrators can enforce guardrails before requests leave the network, including PII scrubbing, policy-based blocking, and per-user or per-agent spending quotas. Admin access to session logs is itself audited and reviewable.

    #llm#ai-agents#tailscale
Jun 30•5m read time•From tailscale.com
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Every AI request has an identity attachedWhat data is captured, where it’s keptWho can see the logs (and who can’t)Enforcing policy before data leaves your network
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Tailscale

Tailscale is a platform providing secure networking solutions for teams and businesses. Readers can ...

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