Kubernetes 创建者推出云原生 Agent Harness Mecatl
原标题：Can a Cloud-Native Harness Make Agents Reliable Beyond the Desktop?
AI 摘要
Stacklok 联合创始人 Craig McLuckie 和 Joe Beda（均为 Kubernetes 创建者）推出开源云原生 agent harness 项目 Mecatl，旨在将编码 agent 从桌面端迁移到云端。Mecatl 将 agent 循环与客户端、模型提供商、状态存储和执行环境解耦，使企业能集中管理和治理 agent 会话。Stacklok 此前从软件供应链安全转向 agent 基础设施，并构建了管理 MCP 服务器的开源平台 ToolHive，目标是帮助大企业减少对 OpenAI、Anthropic 等前沿实验室和超大规模云厂商的依赖。
正文节选
At a high level, coding agents have a basic architecture: an LLM calls tools in a loop, while carrying forward the required context. Since that’s easiest to implement locally, many coding agents started out as terminal tools and then desktop apps (Claude Code famously began as a CLI tool). But as the open laptop meme illustrates, modern agent harnesses have frustrating limitations if they’re not able to be managed in the cloud. Since 2025, both OpenAI and Anthropic have been trying to shift thei