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AI Research
arXiv CS.AI·14d ago·5 min read
Agentic AI-assisted coding offers a unique opportunity to instill epistemic grounding during software development
TL;DR
Agentic AI-assisted coding enables developers to create software with built-in best practices by utilizing community-governed epistemic grounding documents. This approach enhances the reliability of code generated by non-experts.
✦ Why It Matters
Start developing community-governed epistemic grounding documents to enhance code reliability and best practices in your projects.
Key Takeaways
- Implement community-governed documents for software development.
- Incorporate Hard Constraints to ensure scientific correctness.
- Utilize Convention Parameters to standardize coding practices.
- Engage domain experts in the development process.
How It Works
Agentic AIs operate by following plans created by human developers, utilizing both primary and supplementary documents to guide their coding. The proposed epistemic grounding document encodes essential constraints and parameters that dictate the validity of the generated code, ensuring adherence to best practices.