HTTP 429 in Multimodal AI Agents: Retry Budgets Without Cascading Failures
An engineering runbook for preventing HTTP 429 throttling from multiplying AI tool calls, costs and latency across real-time multimodal agent systems.
An engineering runbook for preventing HTTP 429 throttling from multiplying AI tool calls, costs and latency across real-time multimodal agent systems.
Production engineering guidance for securing remote MCP servers with OAuth audience-bound access tokens, resource metadata, least privilege, tenant isolation and negative tests.
How to size and monitor TURN relays for live AI avatar video: ICE candidate selection, regional routing, bandwidth economics, authentication and reliable fallbacks.
Why real-time AI avatars lose lip sync even on good networks, and how to measure WebRTC jitter, rendering clocks, animation queues, and interruption recovery.
A defensive analysis of the October 2026 Tencent–Amap agent incident: containment, browser tools, evaluation design, network egress controls and audit logs.
A practical engineering guide to WebRTC jitter buffering, voice latency instrumentation, interruption state machines and reliable streaming AI conversations.
ServiceNow announced AI Passport on October 15, 2026. Here is a practical guide to agent identity, runtime authorization, scoped delegation, revocation, and rollout caveats.
A production checklist for Gemini 4 Argon migration, from context budgets and thinking levels to December price changes and rollback gates.
An engineering guide to defending document-grounded AI agents against prompt injection, from retrieval provenance and scoped tools to adversarial tests and incident response.
A practical architecture for AI agent tracing, idempotent tool actions, privacy-safe telemetry, replay tests and actionable reliability metrics.