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Research Insights Made Simple 25Why the architect’s AI-copilot still hasn’t worked out (Category Architecture)

#Architecture #AI #AI4SDLC #Engineering #Research #Software

AI already knows how to suggest an architectural pattern, form an ADR, and draw a compelling diagram. But does it hold the history of decisions, constraints, and consequences of change throughout the system?

29 July 17:30 Together with Sergey Baranov, we will analyze the whitepaper “Artificial Intelligence Support for Software Architecture Practice” 51 Research on AI in the work of a software architect, about which I am already wrote earlier.

Sergey is a practicing architect, Scrumtrek partner and founder of the ArchDays conference, where I have been on the program committee from the first conference to the present. In general, we have known Sergey for a long time and I know that the conversation will be interesting. He also writes about technology, sociotechnical architecture and organizational development in his channel. https://t.me/blog_sb. I recommend signing up if you are interested in architecture not as a set of diagrams, but as working with systems, organizations and solutions.

On the stream itself, we'll discuss: Where AI is already useful and why narrow tasks with a measurable verification loop look best Why a diagram, ADR, or pattern list doesn’t add up to an architectural solution

  • What benchmark? 2026 Years talk about the ability of models to link requirements, components and trade-offs. What kind of foundation is needed for a real copilot architect: a lively connection of requirements, decisions, code and telemetry – and a person’s responsibility for the final choice.

Today’s AI mostly works with static imagery, whereas architecture lives on in the history of the system. Therefore, we will talk not only about models, but also about traceability, architectural knowledge base, metrics and the role of the architect.

For me, the main issue of the release is a practical one: if you can’t restore affected ADRs, code and runtime signals by changing the requirement, can AI do more than take a beautiful shot?

#Architecture #AI #AI4SDLC #Engineering #Research #Software