I played a lot with LLMs over the last year and built a multitude of products with it and it’s always just the same bottom line outcome: - be specific - keep it small - be precise when adding context - don’t expect magic and shift deterministic requirements to deterministic code execution layers

All this is awfully painful to manage with current frameworks and SDKs, somehow a weird mix of over-engineered stuff while missing the actual point of making things traceable and easy changeable once it gets complex (my unpopular personal opinion, sorry). So I have built something out of my own need and started to offer it (quite successfully so far)to family & friends to get a handle on it: Have a look: https://llm-flow-designer.com