Catalin Ionescu personal blog

Building an AI agent inside a 7-year-old Rails monolith

We run a multi-tenant Rails application with sensitive data and layered authorization. In this post, I walk through how I added the first AI agent tool using RubyLLM, Pundit policies, and our existing Algolia search, without introducing a parallel system or loosening constraints.
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AI & Machine LearningSoftware Engineering2025

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Dec 26, 2025Building an AI agent inside a 7-year-old Rails monolith by cionescu110953

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