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Developer Tools Industry Solution ​

5CLIs managed centrallySwitch
50+Gateway models
MicrosecondAgent recoveryWAL checkpoint resume
4ComponentsKova · MemX · API · Lumen
Who it's for

Who uses it

AI coding-tool companies

Building their own AI coding products.

Platform / DevX teams

Internal developer experience.

Independent developers / small studios

Start lightweight, scale on demand.

Research institutions

Experimental agent workflows.

Core components

Product lineup

Kova In development每一步先写进预写日志再算完成,进程中断后从日志继续 · 早期试点
Switch In development桌面端统一管理多款 AI 编程命令行工具的配置与 MCP · 当前不在主动开发中
Lumen In development回放任意一次 Agent 运行、核算用量成本、中断后从检查点继续 · 早期试点
Typical combinations

Two deployment combinations

Scenario A: Build your own AI coding tool ​

Build your own AI coding tool
graph TB; Kova[Kova<br/>Durable execution · crash recovery] --> MemX[MemX<br/>Remembers user preferences / project conventions]; MemX --> API[Lurus API<br/>50+ models, plug and play]; API --> Lumen[Lumen<br/>Post-launch observability + Replay debugging]; Lumen --> Auth[Auth<br/>Org-wide SSO + Passkey]

Scenario B: Optimize internal developer ROI ​

Optimize internal developer ROI
graph TB; Switch[Switch<br/>Centrally manage the team's 5 CLIs] --> Lumen[Lumen<br/>Per-person daily token spend in one chart]; Lumen --> ArgoCD[ArgoCD<br/>Git-synced configuration]
Benefits

Typical benefits

MetricBeforeAfter
AI tool configuration scattered5 JSON files1 yaml file
Monthly token costInvisibleDashboard + alerts
Agent crash recoveryRestart from scratchMicrosecond checkpoint resume
Release cycleWeeksDays

Next steps ​

Next steps

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