Google has replaced its long-standing Python type checker, Pytype, with Pyrefly, an open-source tool originally developed by Meta. The decision was driven by Pyrefly's advantages, including faster and ...

IntroductionThis is a record of upgrading Dify, which I run on my PC using docker compose, from 1.11.1 to 1.16.1. Since I was ...

Hackers exploit ClickFix to deploy malware loaders and Python tunnels on Windows, potentially enabling ransomware attacks.

ICMacOS evolves into a persistent Mac RAT, stealing credentials and crypto data while enabling remote commands and ongoing ...

Learn how to apply Clean Architecture in Python without overengineering, using domain entities, use cases, Protocols, and lightweight infrastructure layers.

AI Gateway supports WebSocket mode for the Responses API. Instead of opening a new HTTP request for every turn, you open one WebSocket connection and send each turn as a frame. The connection to the ...

Senior full-stack engineer. I build realtime systems and AI agents in Python, and write about the parts that hurt in production. I’ve been building realtime products for years: group chat, voice ...

I think the part that is easily overlooked is that you report on your discovery within headers. Yes, OpenAI has live inspections of streamed output in various and varying capacities, raising refusals ...

Multiple extensions for Google Chrome and Microsoft Edge delivered a malware framework that deployed modules to steal cryptocurrency, sensitive data, and browser history, and to inject ClickFix lures.

In this tutorial, we implement an end-to-end MiniMax-H3 video generation workflow using ComfyUI as a headless inference backend. We configure the environment around GPU memory, disk capacity, model ...

A unified async Python client for the 1322 real-time social monitoring API. 1322 tracks accounts on X (Twitter), Truth Social, Instagram, YouTube, Binance Square and 15+ news outlets and pushes each ...

Some teams default to WebSocket the moment they hear “real-time”. But guess what? They end up paying for bidirectionality they don’t use. The protocol question is simpler than it looks. Does your ...