AI latency measures how long a request or token takes, while throughput measures how much work a serving system completes per unit of time. This guide explains the mechanism, trade-offs, evaluation, ...

A vLLM health check that never waits in the queue: reads vLLM's own counters, leaves a busy server alone, fails only a stuck ...

Your Python cache can run the same work twice, even with the GIL. See the check-then-act race, the lru_cache gotcha, and how ...

Learn seven design patterns for data science code, from Strategy and Adapter to Command and Proxy, each matched to the ...

Python on Vercel is now generally available. Build and run Python applications with the frameworks, libraries, and tools you already use. Vercel automatically detects supported frameworks and ...

Python's support for multithreaded programs has improved considerably over the last few years with the advent of the "free-threaded" version of the language. But testing multithreaded programs is ...

The Python SDK for Vercel Queues is now available in beta, bringing first-class Python support for running background workloads on Vercel. You publish messages to topics, and independent consumer ...

Forward-looking: In a major reversal from its earlier decision to ditch hyper-threading across its entire product portfolio, Intel has officially confirmed that simultaneous multi-threading will ...

Hyper-Threading is what Intel calls its implementation of what is more academically known as "Simultaneous Multi-Threading" (SMT). This describes a method where a single processor core can interleave ...

Intel has officially confirmed that it will reintroduce multithreading technology in its upcoming Xeon 8 “Coral Rapids” processor line, scheduled for release in 2028. This strategic pivot marks a ...

A simple multithreaded TCP Port Scanner developed using Python. This project scans a target host and identifies open TCP ports by attempting to establish a connection with each port. It was built to ...