React hook for using self-correcting setInterval, augmented by management methods (start, stop, isActive)
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Aug 31, 2023 - TypeScript
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self-correcting
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A self-correcting multi-agent system that audits and actively fixes Kaggle notebooks. Powered by LangGraph and Gemini 2.5, it uses an autonomous feedback loop to improve code quality, documentation, and reproducibility scores in minutes.
python kaggle code-review reproducibility multi-agent-systems ai-agents self-correcting generative-ai langchain google-gemini langgraph automated-auditing
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Nov 25, 2025 - Jupyter Notebook
Comparative study of two Agentic AI architectures for automated data science: hidden-tool agents vs transparent code-generating agents. Built with CrewAI, OpenAI GPT-4o, tested on Titanic & House Prices datasets.
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Dec 22, 2025 - Python
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