Friday, January 16, 2026

Exploring AI Components in a Deterministic System: A Case Study

Unlocking AI’s Potential in Software Systems

Incorporating AI into conventional software presents unique challenges, especially when dealing with non-deterministic behaviors. Eric Evans delves into practical strategies for harmonizing AI outputs within structured systems, aiming to enhance domain modeling and design.

Key Highlights:

  • Behavioural Wrangling: Addressing the unpredictable nature of AI outputs to fit traditional software frameworks.

  • Real-World Use Case: Discover how an app can map domains within a codebase, making navigation effortless.

  • Modeling vs. Classification:

    • Successful implementation hinges on clear distinctions between classification tasks and the modeling of relationships.
  • Incremental Updates: Emphasizing the importance of iterating classification schemes to adapt to new code effectively.

  • Standard Models: Leveraging established classification systems for improved consistency and integration.

Explore how marrying AI with robust modeling can drive innovation in your projects!

🔗 Let’s discuss your experience with AI integration! Share your thoughts!

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