python

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    TOCTOU in virtualenv CVE-2026-22702 fixed in v20.36.1

    A newly disclosed vulnerability in the widely used Python tool virtualenv exposes a classic Time-of-Check–Time-of-Use (TOCTOU) race condition that can be abused by local attackers to perform symlink-based redirection of directory creation and lock-file operations. The issue — tracked as...
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    CPython Tempfile CVE-2023-6597: Azure Linux Attestation and Per Artifact Verification

    A subtle bug in CPython’s tempfile library—tracked as CVE‑2023‑6597—has raised practical and procedural questions for defenders about scope: Microsoft’s Security Response Center (MSRC) has published a product‑level attestation saying Azure Linux includes the affected open‑source component and is...
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    CVE-2014-8991: Legacy pip DoS with predictable /tmp build dirs

    In 2014 the Python packaging tool pip was quietly found to contain a surprisingly low-tech, high-impact local denial‑of‑service (DoS) bug: pip versions 1.3 through 1.5.6 would create build directories in a predictable location under /tmp using a fixed prefix, allowing an unprivileged local user...
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    CVE-2025-66221 Windows DoS in Werkzeug safe_join fixed in 3.1.4

    The Werkzeug safe_join vulnerability tracked as CVE-2025-66221 lets Windows-only special device names (for example, CON, AUX, NUL, COMx, LPTx) slip past path validation and be treated like ordinary files — a behavior that allowed web endpoints using send_from_directory to open a device path and...
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    Copilot for Data Analysis: Read, Verify, and Govern Generated Code

    Generative AI assistants such as Microsoft Copilot can accelerate data analysis — but only when the person using them understands the code they produce, checks the results, and controls the data fed into the system; used blindly, they’re a fast path to plausible-looking but flawed numbers...
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    ArcGIS VBScript Deprecated by Sep 2025: Migrate to Arcade, Python, SQL

    Esri’s announcement that VBScript is deprecated throughout ArcGIS effective September 2025 sets a firm deadline for GIS professionals to stop relying on an aging scripting engine and begin migrating label, symbology, calculator, and evaluator logic to modern, supported expression languages such...
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    Grok Code Fast 1: xAI’s Agentic Coding for Fast, Tool-Aware Development

    Elon Musk’s xAI has quietly escalated its play for the developer tooling market with Grok Code Fast 1 — a model explicitly tuned for agentic coding that promises rapid tool calls, low-latency edit loops inside IDEs, and pricing that aims to make continuous, agent-driven development economically...
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    Grok Code Fast 1: Speedy, Tool-Driven Agentic Coding for Dev Teams

    Elon Musk’s xAI has stepped into the agentic coding ring with Grok Code Fast 1, a new model the company is pitching as a speed-focused, budget-friendly assistant for real-world developer workflows — one optimized to call tools, edit files, and iterate inside IDEs with minimal lag. The...
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    Check Python Version in Windows CMD: Quick Guide to Installers and Py Launcher

    Checking which Python is installed on a Windows PC shouldn’t be a chore — a couple of quick Command Prompt commands and you’ll know whether you’re running Python 3.11, 3.10, 2.7, or nothing at all. This practical guide expands on the quick tips from Windows Report and turns them into a...
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    Best Ways to Install Python on Windows 11: Expert Tips & Methods

    Python’s ascendancy as the staple language for developers is undisputed, fueled by its dominance in artificial intelligence, data science, automation, and application development. With this popularity comes an essential, deceptively complex question for Windows 11 users: what is the best way to...
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    Top AI Courses & Certifications for Remote Work in 2025

    The rapid expansion of artificial intelligence (AI) has revolutionized the job market, particularly in remote work opportunities. As of 2025, individuals can acquire AI skills without a formal computer science degree, thanks to a plethora of accessible online courses. These programs not only...
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    Exciting Internship for Tech Talents: Computer Analyst Role at TRA SACCOS Tanzania

    TRA SACCOS LTD, a leading savings and credit co-operative society based in Dar es Salaam, is currently opening its doors to the next generation of technical talent with a coveted internship opportunity in the role of Computer Analyst – Database & Programming. This move, reflecting both a...
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    How to Run AI Locally on Windows 11 Using PowerToys and Ollama for Privacy and Speed

    Artificial intelligence has become a permanent fixture in the landscape of modern computing, seamlessly woven into daily routines through digital assistants, productivity suggestions, and—perhaps most pervasively—AI chatbots. For users entrenched in the Windows ecosystem, the evolving...
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    Top Node.js Alternatives for 2025: Boost Performance, Security, & Scalability

    Node.js has established itself as a bedrock technology for backend web development, thanks to its asynchronous programming model, robust JavaScript ecosystem, and continuous improvements since its inception in 2009. With giants like Netflix, PayPal, and LinkedIn building at scale on Node.js, its...
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    The Future of Data Science: Mastering Python, R, and SQL for Seamless Analytics Workflows

    Python, R, and SQL have reached a crescendo in the modern data science landscape, not through head-to-head competition, but as critical, complementary pillars that together form the backbone of contemporary analytics workflows. Despite the temptation to pit these languages against each other in...
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    2025 Data Science Trends: Embracing Python, R, and SQL for a Unified Toolkit

    Python, R, and SQL form the cornerstone of modern data science toolkits, each bringing strengths that complement the others rather than forcing any direct rivalry. As we chart the programming language trends moving into 2025, it becomes increasingly clear that organizations wanting to stay at...
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    Explore 39 Free AI Courses for 2024: Learn Machine Learning & Deep Learning Online

    If you’re interested in artificial intelligence, there’s never been an easier time to dip your toes—or even your whole leg—into the digital future, all without spending a dime. That’s right: the age where you had to shell out thousands for a “Data Science Bootcamp” featuring stern instructors...
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    How to Set Up and Use Browser Use WebUI on Windows 11

    Below is an in-depth article detailing the process of setting up and using Browser Use WebUI on Windows 11, as outlined by The Windows Club. Introduction The rapidly evolving landscape of AI-driven automation has opened new avenues for Windows users seeking to streamline tasks like data...
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    Microsoft Integrates AI Agents Researcher and Analyst into Copilot for Enhanced Enterprise Insights

    Microsoft is stepping up its AI game in the enterprise arena by integrating two new agents into its Copilot chatbot. The latest additions – Researcher and Analyst – illustrate how Microsoft is leveraging advanced AI models to transform the way organizations extract insights and drive...
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    Excel March 2025 Update: TRIMRANGE, Python Integration, and Mobile Sharing Enhancements

    Microsoft is once again shaking up the spreadsheet scene this March 2025 with an exciting set of updates to Excel. Although the update cycle is a bit quieter than the AI-fueled frenzy of February 2024, this month’s features cater to a broad user base—from enterprise pros to casual users, and...
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