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Machina
@EXM7777
running ai-powered agencies |
Joined February 2015
758 Following    153.4K Followers
how to master AI faster than anyone else: just build something... we all begin the AI journey the same way, learning how to prompt, understanding how agents work, figuring out what makes outputs good that's the foundation and mastering this will get you pretty far but the one approach that will teach you AI and its business applications way faster than anything else is building systems just open Claude Code, Hermes, or anything that lets you go from scratch to a fully working system and start building something doesn't even matter what it is... as long as it takes inputs and produces high-quality outputs consistently test it with a large amount of different inputs, make sure the quality holds up, handle the errors when they come up you'll learn so much about structuring workflows, tool calling, system maintenance, how to make AI reliable at scale and trust me, you can pull this off way easier than you think
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