mbse.ltd · personal technical lab
AI + MBSE
Personal research notes
SysML modeling experiments & technical documentation.
A personal technical-experiment site on AI-assisted MBSE. AI4MBSE is a personal experiment prototype (research project code only — no matching company). Notes on knowledge-constrained conversational SysML sketches — for learning and academic exchange, not commercial deployment.
Lab notes
Technical exploration topics
- Notes
Lab notes
Vibe Coding methodology and cool thoughts on the AI coding boom.
- KB
MBSE RAG notes
Slicing standards, methods, and conventions for experiments.
- Prototype
AI4MBSE
NL → SysML sketches · methodology packs · UI locale · confirm-then-write.
- Methods
MBSE · Agent patterns
MagicGrid / OOSEM / Harmony-SE packs + ADPS vocabulary · bilingual site.
- Context
Tech radar sketches
Public-discourse sketches for researchers — not market rankings, and not commercial recommendations or product reviews.
Recent notes
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No matter how hot AI gets, it remains a tool — on LLM essence and the attitude we need
From hype to ordinary, the NLP reasoning engine, a computing revolution, wider software frontiers, and why AI is tool power — not business craft.
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Cool thoughts on the AI coding boom: from replacement hype to tech-debt blowups
Skill pyramids and hype, tech debt vs efficiency illusion, layered collaboration, and practical advice for builders and managers.
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A two-dimensional methodology for Vibe Coding
Cross input-control levels with review modes to map engineering Vibe Coding, plus the testing lifeline and selection guidance.
Personal technical-experiment site. Full disclaimer is in the page footer.