AI-assisted Systems EngineeringExplore systems engineering guides, AI-assisted Systems Engineering workflows, and product updates.
Product Walkthrough
See how Ellygent moves from educational concepts to system intent, structured context, traceability, human-reviewed AI proposals, and exportable engineering context.
Happy-path billing requirements let you build the feature. Risk requirements help prevent duplicate charges, wrong refunds, missing audit trails, and silent payment failures. Read more
Non-functional requirements are not nice-to-have. Performance, security, retention, availability, and abuse protection are the difference between a SaaS product that scales and one that gets rewritten under pressure. Read more
No product manager? No problem. A practical 10-minute framework to turn vague requests like “make it faster” or “add export” into testable engineering work. Read more
Given-When-Then is useful, but not enough. Most bugs hide in alternatives, exceptions, permissions, stale data, and failure paths. Read more