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AIAI-generated summary Alibaba Cloud Community discusses how DeepSeek Harness introduces an architectural approach for building agents by making everything a plugin. The architecture treats the log as the single source of truth to reduce the complexity of optimizing agent experience and cost.

DeepSeek Alibaba Agent Frameworks Tool Use

AIAI-generated summary Alibaba Cloud Community reports that the Higress project has integrated Qwen3Guard-Gen as a Wasm plugin to handle generative AI safety moderation at the gateway level. The default plugin configuration calls Qwen/Qwen3Guard-Gen-4B and maps official result levels to two gateway policy settings.

Alibaba Qwen Small Models Guardrails

AIAI-generated summary Alibaba Cloud AgentCore now supports DeepSeek Harness deployment to accelerate enterprise productionization validation according to the Alibaba Cloud Community. The DSH team observed that the ceiling for a single task depends on the model while the ceiling for multiple tasks depends on human attention.

DeepSeek Alibaba Multi-Agent Systems Enterprise AI

AIAI-generated summary Alibaba Cloud announces that its AI Gateway Intelligent Routing is now live to help developers direct requests to appropriate models. Alibaba Cloud says the system identifies capable models and selects them based on priorities such as overall balance, cost, speed, or task fit.

Alibaba APIs & SDKs Model Serving

AIAI-generated summary Wirken is an open-source gateway designed to sit between messaging applications and artificial intelligence agents to limit access if an agent is compromised. The gateway handles credentials in an encrypted vault, runs shell commands in a container, and records actions in a signed audit log.

Agent Frameworks Guardrails Model Security