Apache Maka（孵化中）：本地优先的 AI Agent 工作空间

多个模型连接、流式输出、思考过程、用量统计和 Provider 错误归一化；

包括 Read、Write、Edit、Bash、Glob 和 Grep 在内的本地工具；

工具 Schema 验证、动态可用性、权限策略、看门狗机制、中止和错误分类；

Runtime Event Log、AgentRun 台账、启动恢复、Turn Evidence、活跃 Tool Result 裁剪和历史压缩。

从一个 Turn 创建、归档、搜索、重命名、重试、重新生成和分支 Session；

Artifact 列表与预览、工作空间说明、模型设置和权限设置；

本地记忆、网页搜索和机器人入口；

集成可独立配置，且并非所有实验性入口都默认可用。

声明式多分支实验，会展开为任务 × 重复次数 × 主体单元；

不可变的逐单元尝试，支持定向基础设施替换和最早有效结果选择；

一个用于评分、归一化用量、可归因成本、时长、状态、失败原因和 Artifact 的小型结果内核；

Maka 主体仅通过 Runtime Host 执行；外部竞争产品使用通用外部主体适配器。

Node.js 22.19 或更高版本（CI 使用 Node.js 24）；

npm（锁文件和脚本使用 npm；当前 packageManager 为 npm 11）；

Git；

ripgrep，供 Runtime 的 Grep 工具使用。

git clone https://github.com/apache/maka.git cd maka npm ci npm run dev

Multiple model connections, streaming output, thinking, usage accounting, and provider-error normalization;

Local tools including Read, Write, Edit, Bash, Glob, and Grep;

Tool schema validation, dynamic availability, permission policy, watchdogs, abort, and error classification;

Runtime Event Log, AgentRun ledger, startup recovery, Turn Evidence, active Tool Result pruning, and history compaction.

Create, archive, search, rename, retry, regenerate, and branch sessions from a Turn;

Artifact lists and previews, workspace instructions, model settings, and permission settings;

Local memory, web search, and bot entry points;

Integrations are configured independently, and not every experimental entry is available by default.

Declarative multi-arm experiments expanded into task × repetition × subject cells;

Immutable per-cell attempts with targeted infrastructure replacement and earliest-valid selection;

A small result kernel for score, normalized usage, attributable cost, duration, status, failure reason, and artifacts;

Maka subjects execute only through Runtime Host; external competitors use generic external subject adapters.

Node.js 22.19 or newer (CI uses Node.js 24);

npm (the lockfile and scripts use npm; the current packageManager is npm 11);

Git;

ripgrep, used by Runtime's Grep tool.

git clone https://github.com/apache/maka.git cd maka npm ci npm run dev