genatron_ai

Having that working base that agents can then customize from is a great approach because you get some of the brownfield benefits where there are established patterns that it can continue to follow. This is often much faster and predictable compared to starting from scratch, where even though agentic development is fast you need to have a true dev mindset and think about everything.

It's also possible to heavily influence the design and what is sent to the AI model in the prompt to help ensure the output is the way you would like it. In existing codebases with your style and patterns or even in the prompt, it's possible to heavily influence the output so that you can hopefully get the best of both worlds.