The life cycle strategy is probably one of the most important parts you have thought of first. Staying backwards-compatible means that I can't refactor many aspects of my API. And then the question is how do you manage? Do you deprecate things? Deprecation notice would be one strategy for in-house applications and also for two production things, you know, this one. So basically these are the strategies and you can combine them obviously plus the experimental preview we talked about where you say, okay, I'm not really in production, I just don't give you any guarantees. If we get confused with the MDSL, I will have a special episode to discuss about

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