Pipeline mind map
Standard pipeline template for a agents competition. Not yet specialised by an editor.
Data processing
- Read the environment / API spec
- Log episodes or traces
Model design
- Rule-based baseline
- LLM or search policy
Training
- Self-play or offline evaluation
- Track win rate / score
Post-processing
- Time and resource limits
- Safe fallbacks
Metric
Gemma 4 Developer Agent (149921).
Public baselines
Most-voted public notebooks, refreshed daily from the Kaggle API (last 2026-10-10).
- Getting Started - Gemma 4 Developer Agent ▲1098
- GEMMA: EDA, Baseline for a start | LB TOP 1 ▲220
- Gemma 4 Agent: Budget-Fit Single Agent ▲158
- 🐈⬛ Black Cat SWE Agent | Pack Instinct ▲140
- Gemma 4 | Walkthrough & First Submission ▲86
- Gemma 4 SuperAgent ▲58
- Gemma 4 SWE Agent: Complete EDA & ADK Starter Kit ▲52
- Pathfinder | Gemma 4 Agent: EDA + Baseline+ ▲51
- Gemma + Gemini - The Ultimate Duo ▲38
- Google - The Gemma 4 Developer Agent Competition ▲37
- 📘Gemma-4 | The Complete Guide. Expanded ▲31
- Gemma 4 Autonomous Developer Agent: Calibrated Sin ▲30
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