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
Public baselines
Most-voted public notebooks, refreshed daily from the Kaggle API (last 2026-10-10).
- Google - The Gemma 4 Developer Agent Competition ▲37
- Gemma 4 LB: 58 Tasks, Bronze Is a 124-Team Tie ▲5
- Gemma 4 Agent Research Artifact ▲4
- Gemma 4 Dev Agent Paper ▲4
- Gemma 4: A 16384 Output Cap Refuses Long Prompts ▲3
- TFD-Agent: Autonomous SWE-bench Resolution with Ge ▲3
- Sovereign Offline AI Gemma4Good ▲2
- Token-Insulated Compound Agent Graphs for Gemma-4 ▲2
- GraphFault: Portable Gemma Localization Audit ▲1
- Found Is Not Fit: CPU Context Budget Audit ▲1
- CORTEX Gemma SWE Paper ▲1
- Prophecy made simple GemmaDev ▲0
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