Google - The Gemma 4 Developer Agent Paper Track
Submit a Research Paper advancing the state-of-the-art for agentic software engineering
Official pageOpen the competition on Kaggle↗
- Effort
- 25–70 hours
- Difficulty
- Advanced
- Compute
- Free GPU OK
- Scoring
- Not verified
At a glance
Full rules ↗- Teams
- Up to 5 per team
- Submitting
- Up to 5 a day
- Host
- Google DeepMind
Is it for you?
Prepare before joining
Beginner fit16/100
Learning value72/100
The editors' notes, in Chinese; there is no English translation yet.
Who it suits
适合想做智能体软件工程研究、并能把方法与实验写成清晰技术论文的人；尤其适合研究本地/消费级硬件上的开放模型如何浏览复杂代码库、生成软件问题修复方案的开发者或研究者。无需参加主预测赛即可投稿。
What makes it hard
核心挑战不是提交一个排行榜预测结果，而是产出未发表的 Kaggle Writeup：研究既要有新意和软件工程/智能体学习影响，也必须提供足够的方法、数据分析与实验细节以便核验，并清楚说明其可泛化性。获奖者还需将获奖投稿及生成投稿的源代码按开源要求授权。
Getting started
Skills to bring
In Chinese; there is no English translation yet.
- 智能体软件工程研究
- 复杂代码库导航
- 代码修复方法
- 实验设计与结果分析
- 技术论文写作
- 开源许可证基础
We haven't pulled tutorials, data or baselines from the official page yet; the task and the data are there.
First competition? Read How to Choose Your First AI Competition