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How I Use LLMs for Security Work

LLMs like Claude, Cursor, and ChatGPT help tackle complex problems, but prompting them like Google won't cut it. Use role-stacking for varied perspectives (e.g.: you are a senior security engineer and sr. software engineer with experience in Docker, Kubernete..) and always specify your tools for bet.. read more ย 

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5 Suggestions to Upgrade your OpenTofu/Terraform & AWS Development Experience

The article covers tools and scripts to reclaim focus and improve workflow for OpenTofu, Terraform, and AWS CLI users. Suggestions include tools for easily swapping between versions, summarizing plans, linting code, switching AWS profiles, and customizing prompts. Bonus recommendation includes Task .. read more ย 

5 Suggestions to Upgrade your OpenTofu/Terraform & AWS Development Experience
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@devopslinks shared an update, 3ย months ago
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Systemd Gets a birthDate Field - and a "Liberated" Fork in Response

Age verification laws just reached the Linux init system. Systemd added an optional birthDate field to user records - not a policy engine, just a data slot other projects can build on. That was not enough to stop a fork. Liberated systemd removes it entirely, and the debate is not going away.

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@laura_garcia shared a post, 3ย months ago
Software Developer, RELIANOID

Deploy RELIANOID on Azure in minutes

๐Ÿš€ Deploy RELIANOID on Azure in minutes Looking to automate your infrastructure? Our latest guide shows how to deploy ๐—ฅ๐—˜๐—Ÿ๐—œ๐—”๐—ก๐—ข๐—œ๐—— ๐—Ÿ๐—ผ๐—ฎ๐—ฑ ๐—•๐—ฎ๐—น๐—ฎ๐—ป๐—ฐ๐—ฒ๐—ฟ ๐—˜๐—ป๐˜๐—ฒ๐—ฟ๐—ฝ๐—ฟ๐—ถ๐˜€๐—ฒ ๐—˜๐—ฑ๐—ถ๐˜๐—ถ๐—ผ๐—ป ๐˜ƒ๐Ÿด ๐—ผ๐—ป ๐— ๐—ถ๐—ฐ๐—ฟ๐—ผ๐˜€๐—ผ๐—ณ๐˜ ๐—”๐˜‡๐˜‚๐—ฟ๐—ฒ ๐˜‚๐˜€๐—ถ๐—ป๐—ด ๐—ง๐—ฒ๐—ฟ๐—ฟ๐—ฎ๐—ณ๐—ผ๐—ฟ๐—บ โ€” fast, simple, and fully automated. ๐Ÿ’ก What youโ€™ll get: - End-to-end deployment (VM, network, IP, secu..

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@laura_garcia shared a post, 3ย months ago
Software Developer, RELIANOID

The cost of a data breach? Everything.

๐Ÿšจ The cost of a data breach? Everything. ๐Ÿšจ 23andMeโ€™s recent bankruptcy after a devastating data breach is a wake-up call for every business handling sensitive information. Millions of users' DNA data is now at risk of being sold, all because of inadequate security measures. A single breach can lead ..

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@laura_garcia shared a post, 3ย months, 1ย week ago
Software Developer, RELIANOID

๐—–๐—ฉ๐—˜-๐Ÿฎ๐Ÿฌ๐Ÿฎ๐Ÿฒ-๐Ÿฎ๐Ÿฏ๐Ÿญ๐Ÿญ๐Ÿฎ: ๐—ก๐—ฉ๐— ๐—ฒ/๐—ง๐—–๐—ฃ ๐—ž๐—ฒ๐—ฟ๐—ป๐—ฒ๐—น ๐——๐—ผ๐—ฆ ๐—ฉ๐—ฒ๐—ฐ๐˜๐—ผ๐—ฟ โ€“ ๐—ค๐˜‚๐—ถ๐—ฐ๐—ธ ๐—œ๐—ป๐˜€๐—ถ๐—ด๐—ต๐˜

๐Ÿ” ๐—–๐—ฉ๐—˜-๐Ÿฎ๐Ÿฌ๐Ÿฎ๐Ÿฒ-๐Ÿฎ๐Ÿฏ๐Ÿญ๐Ÿญ๐Ÿฎ: ๐—ก๐—ฉ๐— ๐—ฒ/๐—ง๐—–๐—ฃ ๐—ž๐—ฒ๐—ฟ๐—ป๐—ฒ๐—น ๐——๐—ผ๐—ฆ ๐—ฉ๐—ฒ๐—ฐ๐˜๐—ผ๐—ฟ โ€“ ๐—ค๐˜‚๐—ถ๐—ฐ๐—ธ ๐—œ๐—ป๐˜€๐—ถ๐—ด๐—ต๐˜ A new Linux kernel vulnerability (CVE-2026-23112) affects the NVMe/TCP target (nvmet-tcp), exposing systems to potential kernel crashes and Denial of Service (DoS) conditions. โš™๏ธ ๐—ช๐—ต๐—ฎ๐˜โ€™๐˜€ ๐—ต๐—ฎ๐—ฝ๐—ฝ๐—ฒ๐—ป๐—ถ๐—ป๐—ด? Improper validation in nvmet_tcp_build_pdu..

Knowledge base Troubleshooting - CVE-2026-23112 - relianoid
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@viktoriiagolovtseva shared a post, 3ย months, 1ย week ago

How to Launch Paid Ads: a Quick Guide With a Hands-on Checklist

Behind every high-performing paid ad campaign is a simple truth: success comes from preparation and optimization, not blind luck. With all the variety of ad formats and campaign types, the process can be broken down into 5 crucial stages. In this guide, we provide you with the most essential practic..

Zrzut ekranu 2026-03-25 133738
Winston AI is an advanced, all-in-one content verification platform designed to deliver the most accurate AI content detection available today. Recognized as the best AI detector by educators, students, publishers, journalists, researchers, and businesses worldwide, Winston AI helps users confidently verify whether content is written by a human, generated by AI, or a combination of both.

Built for academic, professional, and enterprise use, Winston AI addresses the growing need for transparency and authenticity in an AI-driven world. Whether reviewing essays, research papers, articles, marketing content, or digital publications, Winston AI provides fast, reliable, and explainable results that users can trust.

At the core of Winston AI is a powerful AI content checker capable of identifying text generated by ChatGPT, Claude, Google Gemini, and all known AI models. Winston AI continuously updates its detection systems to keep pace with the rapidly evolving AI landscape, ensuring consistent accuracy even as new models and writing techniques emerge.

Winston AI analyzes content at a deep linguistic level, evaluating structure, predictability, and stylistic patterns to distinguish AI-generated text from human writing. This advanced approach reduces false positives and delivers clear probability scores, helping users make informed decisions without uncertainty.

Winston AI goes beyond basic AI detection by offering a comprehensive suite of tools designed to support content authenticity, credibility, and integrity across multiple formats.

AI Detector
Accurately identifies AI-generated, human-written, and mixed text with detailed confidence scores and sentence-level insights.

Plagiarism Checker
Detects copied or unoriginal content across academic and professional sources, supporting originality and ethical content creation.

Fact Checker Tool
Helps verify claims and statements within content, reducing misinformation and improving accuracy for research, journalism, and publishing.

AI Image & Deepfake Detector
Analyzes images to determine whether they were generated or manipulated by AI, helping users identify synthetic visuals and deepfake content.

Writing Feedback
Provides actionable feedback on clarity, structure, and quality, supporting students, educators, and professionals in improving written work.

HUMN-1 Website Certification
Allows websites to display a trust signal certifying human-verified content, reinforcing transparency and credibility with audiences and search engines.

Together, these tools make Winston AI a complete solution for verifying authenticity, accuracy, originality, and credibility across text, images, and websites.