I have a small business and Im kind of scared of doing something wrong when I create an LLC because Im in California and feel like Im going to get fined if I do it wrong. CA business owners, is there anything special I need to do when Im filing this?
We moved a few months ago and Im still finding important documents in random boxes backpacks and desk drawers. Its probably the first time I have realized how scattered our life paperwork really is. Before I just create another folder somewhere, Im wondering what systems people have that actually stay organized long term.
I have been having a really hard time reviewing mistakes and re teaching myself correct answers, so I have been looking at some online GRE prep courses to see if that will help. How do you track missed questions without making it feel like a second job?
Most MCP stuff seems to be about coding assistants, but what about aerospace engineering? Could MCP actually be useful for BOMs, engineering changes, production data, and getting AI tools to pull information without jumping between five different systems?
Has anyone tried this in a real workflow yet or is aerospace engineering still mostly in the experimental stage with MCP?
Everything looks pretty clean until someone starts validating where sensitive information actually lives.
Then its old cloud storage forgotten databases, duplicate files across collaboration platforms and a bunch of security risks that somehow survived multiple reviews.
Has anyone had to rethink their data security risk assessments because of cloud growth and AI adoption?
How are people handling security around third party Python libraries without making development a pain?
Third party Python packages are obviously useful but every dependency can also become a supply chain risk. Private package repositories, dependency scanning and stricter review policies all help but they can add friction fast.
Are teams mostly trusting public registries with additional controls or using curated libraries? Curious what actually works when you have a lot of Python services.