adminProduction engineering guidance for securing remote MCP servers with OAuth audience-bound access tokens, resource metadata, least privilege, tenant isolation and negative tests.
adminHow to size and monitor TURN relays for live AI avatar video: ICE candidate selection, regional routing, bandwidth economics, authentication and reliable fallbacks.
adminWhy real-time AI avatars lose lip sync even on good networks, and how to measure WebRTC jitter, rendering clocks, animation queues, and interruption recovery.
adminA defensive analysis of the October 2026 Tencent–Amap agent incident: containment, browser tools, evaluation design, network egress controls and audit logs.
adminServiceNow announced AI Passport on October 15, 2026. Here is a practical guide to agent identity, runtime authorization, scoped delegation, revocation, and rollout caveats.
adminA production checklist for Gemini 4 Argon migration, from context budgets and thinking levels to December price changes and rollback gates.
How AI agents can persist intended external actions before sending email, webhooks or transactions so retries do not duplicate side effects.
How AI agents can declare tool scopes, allowed actions and approval requirements in a machine-readable permission manifest.
How long-running AI agents can persist deterministic checkpoints so crashes and retries resume from known state instead of repeating work.
How AI agents can use short-lived credentials for tools and APIs so automation works without permanent secrets or unlimited account access.
