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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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The Software Factory: Why Your Team Will Never Work the Same Again

The current models and tooling are enough to build software factories. In a software factory, developers stop writing code by hand, and AI coding agents implement features and fix bugs while developers design and improve the factory. Tools like Claude Code and Gas Town enable this shift towards a mo.. read more ย 

The Software Factory: Why Your Team Will Never Work the Same Again
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@devopslinks shared an update, 1ย month, 3ย weeks 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, 1ย month, 3ย weeks 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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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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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
AIStor is an enterprise-grade, high-performance object storage platform built for modern data workloads such as AI, machine learning, analytics, and large-scale data lakes. It is designed to handle massive datasets with predictable performance, operational simplicity, and hyperscale efficiency, while remaining fully compatible with the Amazon S3 API. AIStor is offered under a commercial license as a subscription-based product.

At its core, AIStor is a software-defined, distributed object store that runs on commodity hardware or in containerized environments like Kubernetes. Rather than being limited to traditional file or block interfaces, it exposes object storage semantics that scale from petabytes to exabytes within a single namespace, enabling consistent, flat addressing of vast datasets. It is engineered to sustain very high throughput and concurrency, with examples of multi-TiB/s read performance on optimized clusters.

AIStor is optimized specifically for AI and data-intensive workloads, where throughput, low latency, and horizontal scalability are critical. It integrates broadly with modern AI and analytics tools, including frameworks such as TensorFlow, PyTorch, Spark, and Iceberg-style table engines, making it suitable as the foundational storage layer for pipelines that demand both performance and consistency.

Security and enterprise readiness are central to AIStorโ€™s design. It includes capabilities like encryption, replication, erasure coding, identity and access controls, immutability, lifecycle management, and operational observability, which are important for mission-critical deployments that must meet compliance and data protection requirements.

AIStor is positioned as a platform that unifies diverse data workloads โ€” from unstructured storage for application data to structured table storage for analytics, as well as AI training and inference datasets โ€” within a consistent object-native architecture. It supports multi-tenant environments and can be deployed across on-premises, cloud, and hybrid infrastructure.