Вы знали, что с помощью LLM можно вывести подход Architecture as Code на новый уровень?

Всем привет! Меня зовут Алексей Пронский, я отвечаю за архитектуру в AI-департаменте группы компаний БКС. Мы строим агентные системы, AI-ассистентов, OCR-системы, речевую аналитику и Classic ML модели. Поскольку мы работаем по принципам enterprise разработки, за каждым таким проектом стоит архитектурное решение (далее —арх.решение) — документ, который проходит согласование с бизнесом, корпоративной архитектурой, ИБ и владельцами смежных систем. Арх. решения мы ведём в Confluence, диаграммы рисуем в Draw.io. Типичный цикл от получения бизнес-требований до согласованного арх.решения в среднем занимает две-три недели. За последний год LLM-ассистенты произвели настоящую революцию в написании кода. В этой статье я покажу, как добиться такого же эффекта в архитектуре — перейти на подход Architecture as Code и передать рутину LLM. Мы используем Structurizr для описания архитектуры и Claude Code как LLM-ассистента. Буду показывать примеры на их основе, демо-репозиторий можно будет посмотреть на GitHub .

https://habr.com/ru/companies/bcs_company/articles/1006944/

#architecture #architectureascode #архитектура_как_код #structurizr #llm #claude_code

Say goodbye to messy whiteboards and hello to Diagrams-as-Code! In her hands-on #SAGconf workshop, @tekiegirl shows how to turn visual documentation into a systematic, data-driven process – and how to make #AI your new diagramming assistant. 💡

Explore #PlantUML, #Mermaid, and #Structurizr, learn how to read and refine AI-generated diagrams, and discover when (and when not) to trust your #LLM. 🧠

Learn more about Jacqui’s workshop 👉 https://t1p.de/754vj

#SAG2025 #SoftwareArchitecture

Creating #C4 model diagrams as code : quick start with with #Structurizr Lite + Spring Boot locally

https://levelup.gitconnected.com/c4-diagrams-as-code-quick-start-with-structurizr-dsl-spring-boot-90e29542e41f?sk=effa4de09faba662f99af9e236bac2ae

I'm starting to use Structurizr and I think I like it!

The power I see is to put all the complexity in the model, but only set up specific views with only partial includes to get detailed view of the mechanics.

I have a system that uses pubsub heavily, and as Simon Brownes said, maybe it's not good to show all the async flow passing by the bus and put arrows between components directly.

But I also need to map the actual messages as well.
So I can have both, one view detailed on the bus and messaging, and the less arrow-heavy view that connects components directly.

But everything is in the model. I just tune the view. Nice!

#structurizr #SoftwareArchitecture #dev

Last evening of #synyxCamp, our weekend retreat at @synyx. Learned a lot, like every year. Hosted a live coding session with #structurizr and a discussion round about "patient gaming" for all pc gaming nerds.

Session plan was full as always. Food was good, beer was good, black forest is beautiful. Successful weekend all around.

I'm at #GOTO #Copenhagen with my Diagrams-as-Code with #AI masterclass. 🙌🏻 You'll leave with the knowledge you need to select the best notation for your context and to get experimenting with AI and automation in your diagrams & documentation.

Join me to compare #MermaidJS, #PlantUML, and #Structurizr, and how AI can and cannot help us with diagrams-as-code.
https://jcq.me/gotoc25?utm_source=Mastodon&utm_medium=Social&utm_campaign=professional&id=oIaeIGq7J9

#diagramsAsCode #software #softwareDesign #softwareDevelopment #softwareArchitecture #softwareEngineering

🌱 UML + 🧜‍♀️ + 🏗️ Structurizr + 🤖 AI
Join me online to discover when & how to use diagrams-as-code, models, & AI in your designs & diagrams 🙌

Explore the more popular diagrams-as-code notations so that you can create diagrams-as-code as well as understand the diagrams-as-code that an LLM might generate for you.

#PlantUML , #Mermaid.js , & #Structurizr , with LLMs
Find out more here: https://ddd.academy/diagrams-as-code-with-ai/

#softwareDevelopment #softwareDesign #softwareArchitecture

I'm excited to be teaching my #DiagramsAsCode with #AI workshop live and in-person at #GOTO #Copenhagen! 🙌

Join me to:
💡 Gain a grounding in #PlantUML, #MermaidJS, and #Structurizr
💡 Understand the tradeoffs of diagrams-as-code and models vs. standard diagrams
💡 Recognise the limitations and useful use cases of using diagrams-as-code with LLMs

https://gotocph.com/2025/masterclasses/545/diagrams-as-code-with-ai?utm_source=Mastodon&utm_medium=Social&utm_campaign=professional&id=CY1fU-wKcG

#softwareDevelopment #softwareDesign #softwareArchitecture #software