🚀 背景描述

本文是 openJiuwen agent-runtime 2026 年 Q3 发展规划路线图。欢迎贡献与反馈，本路线图将持续更新。

弹性伸缩与高可用容灾

• Agent 服务副本级水平扩展与亲和调度
  • 配置 Pod 亲和性与反亲和性策略，优化多实例部署的容错性和性能，避免关键实例共宿主机造成单点故障。
• 多副本故障自动切换与主备容灾
  • 实现健康检查与故障检测机制，当主实例异常时自动触发故障转移，切换至备实例，保障服务连续性。
  • 支持主动-被动（主备）容灾模式，并提供数据状态同步方案（如会话状态、缓存同步），降低切换时的数据丢失风险。

事件驱动与告警集成

• 统一事件发布/订阅机制
  • 支持自定义事件类型（如任务状态变更、资源异常、模型超时等），提供灵活的事件发布与订阅接口。
  • 使能 JiuwenSwarm 企业级分布式 AgentTeam 模式，依托底层消息/事件订阅机制，实现 Agent 实例的注册发现、消息传递、任务分发能力。
• 服务状态监控与告警触达
  • 支持对 Agent 实例及依赖组件（模型服务、向量库等）的状态实时监控，通过事件订阅将状态变更推送给订阅方。
  • 与常见告警系统（如 AlertManager、钉钉/企业微信 Webhook、PagerDuty）无缝集成，实现告警规则配置和实时触达。

性能优化

• 全链路性能调优
  • 针对企业级 Swarm 的请求链路进行端到端性能调优，重点提升弹性扩缩场景下的并发处理能力，确保系统在高并发下保持高吞吐。

可观测性

• 可观测性体系
  • 支持 OpenTelemetry 协议，集成 CPU、内存、网络 I/O 以及业务级指标的上报与聚合。
  • 提供基础的可视化面板和告警集成，便于实时监控系统运行状态。

欢迎提出建议，并一同参与 openJiuwen 的开发与贡献！

English Version

🚀 Background

This is the openJiuwen agent-runtime Q3 2026 development roadmap. Welcome contributions and feedback; it will be updated continuously.

Elastic Scaling & High Availability Disaster Recovery

• Replica‑level horizontal scaling and affinity scheduling for Agent services
  • Configure Pod affinity and anti‑affinity policies to optimize fault tolerance and performance across multi‑instance deployments, avoiding single points of failure by preventing critical instances from sharing the same host.
• Automated failover across replicas and active‑standby disaster recovery
  • Implement health checks and failure detection mechanisms to automatically trigger failover when the primary instance becomes abnormal, ensuring service continuity.
  • Support active‑passive (primary‑standby) disaster recovery mode, with data state synchronization solutions (e.g., session state, cache sync) to reduce data loss risk during failover.

Performance Optimization

• End‑to‑end performance tuning for the full request chain
  • Perform end‑to‑end performance optimization on the enterprise‑grade Swarm request chain, with a focus on improving concurrent processing capabilities under elastic scaling scenarios, ensuring high throughput under heavy load.

Observability

• Observability stack
  • Support the OpenTelemetry protocol, integrating collection and aggregation of CPU, memory, network I/O, and business‑level metrics.
  • Provide basic visualization dashboards and alerting integrations for real‑time system status monitoring.

Event‑Driven Architecture & Alerting Integration

• Unified event publishing/subscription mechanism
  • Support custom event types (e.g., task status changes, resource anomalies, model timeouts, etc.) with flexible publishing and subscription interfaces.
  • Enable the JiuwenSwarm enterprise‑grade distributed AgentTeam mode, leveraging the underlying message/event subscription mechanism to support Agent instance registration/discovery, messaging, and task distribution.
• Service status monitoring and alert delivery
  • Support real‑time monitoring of Agent instances and dependent components (model services, vector databases, etc.), pushing status changes to subscribers via event subscriptions.
  • Seamlessly integrate with common alerting systems (e.g., AlertManager, DingTalk/WeCom Webhook, PagerDuty) for alert rule configuration and real‑time notification delivery.

We welcome your suggestions and participation in the development and contribution of openJiuwen!