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researchcompleteDecember 2025
DeepCode Simplified
3-agent paper-to-code matching 10-agent performance
◆ What
3-agent paper-to-code matching 10-agent performance
100.8%score
3 vs 10agents
◆ How
PythonQwen3-CoderClaudePyTorchLiteLLM
Built on: Autonomous Researcher, DGX Spark Platform
◆ Why
The Lab + Pioneer
Hero: Flagship projects with major impact
Overview
A 3-agent system (Planner, Coder, Verifier) that achieves 100.8% of DeepCode's 10-agent benchmark score at 20% complexity. Proves that sophisticated AI architectures can be dramatically simplified without losing capability.
Key Metrics
100.8%
score
3 vs 10
agents
$0.02/paper
cost
Technologies
PythonQwen3-CoderClaudePyTorchLiteLLM