Beginner score
48/100
Competition workspace
适合有 Java/Spring 后端开发经验，并希望为 Spring AI Alibaba 贡献框架级能力的开发者或团队。参赛者应能在两条赛道中选择其一：开发本地 AI 应用调试与追踪工具，或设计并实现可编排、可恢复、可观测的 Flow 机制。
Suggested next step
Decide whether this contest fits your current stage before you sink time into the leaderboard.
Beginner score
48/100
Learning value
60/100
Estimated effort
12-40 hours
Metric
Official scoring is published on the Op…
适合有 Java/Spring 后端开发经验，并希望为 Spring AI Alibaba 贡献框架级能力的开发者或团队。参赛者应能在两条赛道中选择其一：开发本地 AI 应用调试与追踪工具，或设计并实现可编排、可恢复、可观测的 Flow 机制。
If the items below still feel unfamiliar, you usually get a better result by preparing first instead of rushing in.
Java 与 Spring 框架
Spring AI Alibaba
OpenTelemetry 埋点
Web UI 开发
CLI 工具开发
单元测试与集成测试
The real friction is usually not library usage. It is validation, time allocation, and task framing.
难点不在调用模型，而在把框架核心概念抽象成可用、可维护的工程能力：赛道一需要同时交付 CLI、Web UI 和框架内 OpenTelemetry 追踪；赛道二则要实现带状态存储、暂停恢复和节点级可观测性的 Flow。作品还需提交代码或可运行程序及运行录制视频，优胜作品最终需提交至 AtomGit。
This guide is the best pre-read if you want a cleaner start instead of trial-and-error.
How to learn feature engineering, validation, and competition workflow without heavy hardware.
No GPU? Pick Competitions That Still Teach You Good HabitsUse these fields to make a quick decision before you dive deeper.
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Rules, files, submission details, and the live deadline still come from the official page.
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Official metric is not published on the OpenAtom competition listing; verify scoring on the competition page.
reward_value_usd is a rough CNY→USD estimate (×0.14) for ranking only; use reward_summary for the official prize text.