Sandip Pandey

đź’ˇEnsuring Deterministic and Consistent Outputs in Agentic AI Reasoning

This guide explores techniques—model-agnostic methods applicable to various LLMs—to make an AI agent’s behavior more deterministic and repeatable.

đź§© What Is a Shaping Session and How to Run One (The Shape Up Way)

Learn what is a Shaping Session and How to Run One (The Shape Up Way)

đź’ˇ What is Jobs-to-Be-Done (JTBD) and How to Use It to Build What People Really Need

Learn what is Jobs to be done (JTBD) and how to use it to build what people really want.

đź§± Flint Frames Explained: Structured Representation of Legal Norms

Learn what Flint Frames are and how they represent legal norms as Acts, Facts, and Duties. Includes clear examples and use cases in compliance automation.

Introducing J-NRL: A Unified Language for Representing Normative Texts

J-NRL enables automated compliance checking by providing a structured, machine-readable format for normative text, allowing software to process complex legal documents.

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