~/talk

What if the network was the sandbox?

Talkat AI Engineer Europe 2026 · 2026-04-08..04-10· [security]
linkedin:remyguercio
slides:none on file

Claim: putting authN/authZ at the network layer prevents key exfiltration by giving the agent a placeholder instead of a real key and forcing every LLM call through an LLM gateway. Implementation: Aperture runs on Tailscale’s WireGuard identity tailnet, logs every request and extracts tool calls — demos show a PR-review bot with three simultaneous commands, bash-heavy activity, and per-request costs (examples: $0.20 and $0.04), plus quotas, webhooks, and a tsnet SDK to build the same stack.

AI-written summary · about

  1. 0:00Introduction and the concept of a sandbox
  2. 1:15Breaking down the components of a sandbox (boundary and permissions)
  3. 1:52How permissions are typically handled (API keys vs. OIDC)
  4. 3:18Introducing Tailscale and WireGuard for network-level identity
  5. 5:42Introduction to Aperture (AI Gateway)
  6. 7:28Live demo: Viewing usage metrics and logs in Aperture
  7. 9:47Live demo: Inspecting GitHub Actions PR review bot logs
  8. 10:39Visibility into tool calls, bash commands, and MCP requests
  9. 11:46Agent setup and configuration in Aperture
  10. 13:59Advanced features: Cost controls, quotas, and webhooks
  11. 15:35Using tsnet to build custom internal identity-aware services
  12. 17:03Q&A: How to configure permissions (Grants vs. ACLs)
  13. 18:46Q&A: Network-layer transparency for base URLs
  14. 20:25Q&A: Permissioning based on users vs. model/provider
  15. 21:28Q&A: Handling non-tool call agent behaviors (direct code execution)
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