.github/ ├── workflows/ # GitHub Actions workflow definitions │ ├── ci.yml # CI pipeline (lint, test, security) │ ├── build-images.yml # Build and push Docker images │ ├── deploy-staging.yml # Deploy ...

telegram_antifraud/ ├── bots/ │ ├── public_bot.py # Message/join ingest + velocity tracking │ ├── private_bot.py # Moderation actions (kick, mute, restrict) │ └── userbot.py # OPSEC-hardened ...

From the Department of Bizarre Anomalies: Microsoft has suppressed an unexplained anomaly on its network that was routing traffic destined to example.com—a domain reserved for testing purposes—to a ...

Official support for free-threaded Python, and free-threaded improvements Python’s free-threaded build promises true parallelism for threads in Python programs by removing the Global Interpreter Lock ...

In many AI applications today, performance is a big deal. You may have noticed that while working with Large Language Models (LLMs), a lot of time is spent waiting—waiting for an API response, waiting ...

Integrating Docker into Visual Studio Code makes development easier and more efficient. You can quickly create Docker files, explore containers and images in a visual panel, and switch to logs or ...

Abstract: Dockerfile flakiness-unpredictable temporal build failures caused by external dependencies and evolving environments-undermines deployment reliability and increases debugging overhead.

Soon to be the official tool for managing Python installations on Windows, the new Python Installation Manager picks up where the ‘py’ launcher left off. Python is a first-class citizen on Microsoft ...

Abstract: Self-regulated learning refers to the process in which learners are responsible for their own learning, from passive acquisition of knowledge to learning self-active control and restraint.