At Octomind, we use AI agents with multiple LLMs to automatically create and fix end-to-end tests in Playwright. Until just a few months ago, we did it with the LangChain framework.

In this post I'll share our struggles with LangChain and why replacing its rigid high-level abstractions with modular building blocks simplified our code base and made our team happier and more productive.

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