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how to integrate generative ai into a legacy codebase

KA Asked by Katie Stanley · 17-09-2026
10 upvotes 218 views 0 comments
The question

We have a massive, aging codebase and we want to start adding generative features without rewriting everything. Has anyone tried this? I am worried about the compatibility of modern AI frameworks with our older dependencies. What is the safest way to introduce these features? Should we build a separate microservice and just use an API bridge, or is there a way to integrate them more deeply? Looking for horror stories or success tips.

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