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Ranjitkumar Gudder
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Brains & Bytes
The Chill Log
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Ranjitkumar Gudder
About
Brains & Bytes
The Chill Log
ContactπŸ“§
About
Brains & Bytes
The Chill Log
ContactπŸ“§
See It Work: Stakeholder Words In, System Requirements Out
πŸ“– 5 min read | RG . 6/19/26 πŸ“– 5 min read | RG . 6/19/26

See It Work: Stakeholder Words In, System Requirements Out

Plain-language requests like "make it fast" and "keep it simple" are clear to people but useless to engineers. ReqAi turns those messy stakeholder statements into structured, testable system requirements, and flags what it doesn't know instead of inventing it. Step into the role of an engineer at a coffee machine company and try it yourself.

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Why Formalizing Requirements Matters in Model-Driven Manufacturing: How LLMs Help (Part 1/5)
πŸ“– 5 min read | RG . 3/2/26 πŸ“– 5 min read | RG . 3/2/26

Why Formalizing Requirements Matters in Model-Driven Manufacturing: How LLMs Help (Part 1/5)

MBSE depends on requirements that are clear, consistent, and verifiable, but stakeholder input is often vague. This post introduces a prototype that checks requirements against writing rules, generates transparent violation reports, rewrites for compliance, and exports structured outputs for SysML v2 workflows.

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