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Agent demos are easy. The harness is the hard part Strands harness-sdk, Harness MCP Server, and HydraFusion show why agent engineering needs control over context, permissions, state, validation, and recovery.
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Agent Demo 不难，难的是 Harness 从 Strands harness-sdk、Harness MCP Server 和 HydraFusion 看 Agent 工程为什么从模型调用转向上下文、权限、状态、验证与恢复控制。
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Coding agent security is now a supply-chain problem Coding agents read and execute skills, MCP tools, dependencies, and repository instructions. These need software supply-chain controls.
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AI Coding Agent 的安全问题已经进了供应链 说明 Coding Agent 会读取并执行 Skill、MCP、依赖和仓库指令，因此这些组件应按软件供应链治理，而不只是做 Prompt 安全。
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Vercel Eve Agent Framework A source-backed review of Vercel Eve’s filesystem-first agent model, durable execution, tools, sandboxes, approvals, deployment, and Vercel platform tradeoffs.