Automated Microservice Pattern Instance Detection Using Infrastructure-as-Code Artifacts and Large Language Models

📰 ArXiv cs.AI

Automated detection of microservice pattern instances using infrastructure-as-code artifacts and large language models

advanced Published 25 Mar 2026
Action Steps
  1. Analyze infrastructure-as-code artifacts to extract relevant information
  2. Utilize large language models to identify microservice pattern instances
  3. Integrate detected pattern instances into software architecture documentation
  4. Continuously monitor and update documentation to prevent knowledge vaporization
Who Needs to Know This

Software engineers and architects on a team can benefit from this approach to detect and document microservice pattern instances, improving architecture knowledge preservation and reducing knowledge vaporization

Key Insight

💡 Large language models can be used to automatically detect microservice pattern instances from infrastructure-as-code artifacts

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🤖 Automate microservice pattern detection with IaC artifacts & LLMs!
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