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专题、教程与项目实践
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用 MiniMax 为 Hermes Agent 接入图片与视频生成 记录 Hermes 的 MiniMax 图片与视频插件实现，包括 image-01、Hailuo 异步任务、CN 与 global endpoint fallback、端到端测试和 PyPI 发布。
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StepFun image generation for Hermes Agent The Hermes StepFun image plugin: directory layout, model routing, API calls, billing endpoints, version fixes, and publishing.
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用 StepFun 为 Hermes Agent 接入图片生成 记录 Hermes 图片生成插件接入 StepFun 的目录结构、模型路由、API 调用、计费 endpoint 差异、版本修复和发布流程。
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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.
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Loop Engineering Harness: controlling agent iterations Break down planning, execution, evaluation, state management, and stopping rules to keep multi-step agent tasks controlled and traceable.
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Loop Engineering Harness：怎样控制 Agent 的迭代循环 把 Harness 作为一种工程模式，拆解计划、执行、评估、状态管理和终止判断，说明 Agent 多轮任务怎样保持可控和可追溯。
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Sandbox isolation: boundaries, implementations, and practice How sandboxes limit untrusted code access to files, processes, networks, and resources, comparing VMs, containers, user-space kernels, and syscall filters.
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沙箱隔离技术：边界、实现和最小实践 说明沙箱怎样限制不可信代码访问文件、进程、网络和资源，并比较虚拟机、容器、用户态内核与系统调用过滤的边界。
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Building WishLive: A Multi-Agent Runtime A 48-hour hackathon build of an event-driven multi-agent runtime with registry, workflow, execution, negotiation, settlement, and observability layers.
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Building a Full-Stack YouTube Clone with Next.js 15 A repository-backed walkthrough of NewTube: Next.js 15 structure, tRPC and Drizzle data flow, Mux video pipeline, auth, creator tools, and deployment tradeoffs.