Ar__Aj
Ar__Aj on Hacker News
Here's the gist of how Python deals with garbage collection, in simple terms. Think of any object you create (a list, a dictionary, etc.) as a balloon. Every variable that points to it is a string holding it down. Python's main job is just counting the strings. When you get rid of the last variable pointing to an object—by reassigning it or because it goes out of scope—the "reference count" drops to zero. At that point, Python knows the balloon has no strings left and it can be cleared from memory. That's it for 99% of cases. It also has a separate, smarter collector that runs every so often to clean up weird edge cases (like two objects that only point to each other), but you almost never have to think about it. It’s one of those features that just works.
Yep, that's completely normal. Your experience is exactly how most developers use AI coding assistants. You're not missing anything.
Think of the AI as a super-eager junior developer, not a senior architect. It's great for getting a first draft on the page, but it needs your guidance and context to get the code production-ready. It doesn't know your team's specific style guide or the complex business logic you have in your head.
The key is to treat it like a conversation. The first suggestion is just the starting point. The real magic is in the follow-up prompts where you tell it what to refine, fix, or add. You're using it the right way.
Yes, there are options for temporary phone numbers. Here are a few steps to consider:
1.Research Apps: Look into apps like Hushed, Burner, or Google Voice. They offer temporary numbers for various needs.
2.Check Features: Some apps let you choose how long you keep the number. Others may have limits on calls or texts.
3.Consider Costs: Many services charge a monthly fee. Compare prices and features to find the best fit for you.
4.Read Reviews: Look for user reviews to see how well the service works in real life. This can help you avoid problems.
5.Privacy Policy: Make sure to read the privacy policy. Understand how your data and phone number will be used.
Using a temporary number can help protect your privacy. Just remember that some services may still require a real number for verification. If you want more details, I wrote about this here. Feedback is welcome!