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An AI Future Without the Lock-In — Remy Guercio, Tailscale

AI Engineer — Oct 11, 2026 — talk

Why watch

Remy Guercio explains how Tailscale's Aperture serves as an AI gateway to prevent vendor lock-in by keeping AI stack layers swappable. The talk covers four layers (models, data connectors including MCP/CLIs/APIs, interface, sandbox), identity-based auth via Tailscale network, per-model budgets, and unified authentication for Cursor, Claude Code, and Codex. For teams wanting to escape early AI tool lock-in while proving ROI.