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AI-assisted EA automation with Claude

Using large language models (Claude) to accelerate architecture work in Sparx EA: from model analysis to generating documentation, scripts and consistent descriptions.

  • Sparx EA
  • Claude (AI)
  • Node.js
  • Automation

The latest step in my automation work is the use of AI. I combine Claude with Sparx EA and Node.js to make architecture work faster, more consistent and more accessible.

In practice: reading the model and having AI summarise or review it, generating clear element descriptions and documentation, drafting and improving EA scripts, and answering questions about a repository in plain language. The AI operates within clear boundaries — the architect stays in control and verifies the outcome.

This lowers the threshold of architecture work and speeds up recurring tasks, without compromising quality or accuracy.