Moving past vibe-coding? AI-First Design Patterns and Frameworks (blog post series)

(first post in a series) Like many others, I spent a lot of time thinking about AI and software development. I belong to the camp that believes that AI is a total paradigm shift - it’ll redefine the ecosystem and what it means to create software, and it’ll be the deepest change we have seen to date. My own “flavor” of thinking about this is to try, from an engineering / implementation perspective, to understand what that change could look like. This blog series will dig into this and share my thoughts and conclusions from experimentation. I’ll talk about both: ...

June 20, 2025 · Shai Geva

AI-first design patterns - CRUD backend fundamentals

this post is part of a series about creating production-grade maintainable AI-first projects, using AI-first design patterns and frameworks. One of the best ways to help our AI agent work on our code is to set it up with a solid feedback loop so it can “plan -> do -> verify” on its own. We define the design, and the agent follows our conventions to create code and tests that enable the feedback loop. (that’s the premise of this post; earlier posts in the series go deeper on the rationale). ...

November 4, 2025 · Shai Geva