Free-Threaded Python Is Now Officially Supported: What PEP 779 Changes and What It Costs
Python 3.13 gave us something Python developers had wanted for decades: a build of CPython with no Global Interpreter Lock.
Tag: Memory Management
DeepSeek-V4.1-Flash: Why the Most Interesting AI Paper This Month Is About Storage
Serving a large language model to thousands of concurrent users is, underneath all the marketing, a memory management problem. Every
Continue readingDeepSeek-V4.1-Flash: Why the Most Interesting AI Paper This Month Is About Storage
The Rust Borrow Checker Demystified: Aliasing, Memory Model, and When to Fight Back
What the borrow checker actually enforces, what Rust’s memory model promises, and which patterns — RefCell, Mutex, ownership restructuring — resolve the common contention points. … Continue readingThe Rust Borrow Checker Demystified: Aliasing, Memory Model, and When to Fight Back
Go Memory Management Under the Hood: Allocator, Stacks, Escape Analysis, and GC
Every go process you ship is quietly running a second program: the garbage collector. It shares your heap, pauses your
Continue readingGo Memory Management Under the Hood: Allocator, Stacks, Escape Analysis, and GC