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Software Developer, RELIANOID

RELIANOID Live Demo

Behind every successful deployment, thereโ€™s a ๐—ฑ๐—ฒ๐—ฑ๐—ถ๐—ฐ๐—ฎ๐˜๐—ฒ๐—ฑ ๐˜๐—ฒ๐—ฎ๐—บ ๐˜„๐—ผ๐—ฟ๐—ธ๐—ถ๐—ป๐—ด ๐—ฐ๐—น๐—ผ๐˜€๐—ฒ๐—น๐˜† ๐˜„๐—ถ๐˜๐—ต ๐—ฐ๐˜‚๐˜€๐˜๐—ผ๐—บ๐—ฒ๐—ฟ๐˜€ to ๐™™๐™š๐™ก๐™ž๐™ซ๐™š๐™ง ๐™ฉ๐™๐™š ๐™ง๐™ž๐™œ๐™๐™ฉ ๐™จ๐™ค๐™ก๐™ช๐™ฉ๐™ž๐™ค๐™ฃ ๐™–๐™ฉ ๐™ฉ๐™๐™š ๐™ง๐™ž๐™œ๐™๐™ฉ ๐™ฉ๐™ž๐™ข๐™š. Todayโ€™s ๐—น๐—ถ๐˜ƒ๐—ฒ ๐—ฑ๐—ฒ๐—บ๐—ผ ๐˜€๐—ฒ๐˜€๐˜€๐—ถ๐—ผ๐—ป is a great example of how our engineers go beyond technology โ€” providing ๐—ต๐—ฎ๐—ป๐—ฑ๐˜€-๐—ผ๐—ป ๐—ฒ๐˜…๐—ฝ๐—ฒ๐—ฟ๐˜๐—ถ๐˜€๐—ฒ, ๐—ฟ๐—ฒ๐—ฎ๐—น-๐˜๐—ถ๐—บ๐—ฒ ๐—ด๐˜‚๐—ถ๐—ฑ๐—ฎ๐—ป๐—ฐ๐—ฒ, and a ๐—ณ๐˜‚๐—น๐—น๐˜† ๐—ฝ๐—ฒ๐—ฟ๐˜€๐—ผ๐—ป๐—ฎ..

RELIANOID LIVE DEMO
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@laura_garcia shared a post, 1ย month ago
Software Developer, RELIANOID

๐—–๐—ฟ๐—ถ๐˜๐—ถ๐—ฐ๐—ฎ๐—น ๐—–๐˜†๐—ฏ๐—ฒ๐—ฟ๐˜€๐—ฒ๐—ฐ๐˜‚๐—ฟ๐—ถ๐˜๐˜† ๐—œ๐—ป๐—ฐ๐—ถ๐—ฑ๐—ฒ๐—ป๐˜๐˜€ ๐—ถ๐—ป ๐˜๐—ต๐—ฒ ๐—œ๐—ป๐—ฑ๐˜‚๐˜€๐˜๐—ฟ๐—ถ๐—ฎ๐—น ๐—ฆ๐—ฒ๐—ฐ๐˜๐—ผ๐—ฟ

๐Ÿšจ ๐—–๐—ฟ๐—ถ๐˜๐—ถ๐—ฐ๐—ฎ๐—น ๐—–๐˜†๐—ฏ๐—ฒ๐—ฟ๐˜€๐—ฒ๐—ฐ๐˜‚๐—ฟ๐—ถ๐˜๐˜† ๐—œ๐—ป๐—ฐ๐—ถ๐—ฑ๐—ฒ๐—ป๐˜๐˜€ ๐—ถ๐—ป ๐˜๐—ต๐—ฒ ๐—œ๐—ป๐—ฑ๐˜‚๐˜€๐˜๐—ฟ๐—ถ๐—ฎ๐—น ๐—ฆ๐—ฒ๐—ฐ๐˜๐—ผ๐—ฟ ๐Ÿšจ According to recent industry reports, 2025 saw a significant rise in high-severity cyber incidents across critical sectors: ๐Ÿ”น IT: 23% ๐Ÿ”น Government: 18% ๐Ÿ”น Industrial: 18% The industrial and food sectors are becoming increasingly attractive..

high-severity incident per industries graph
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@laura_garcia shared a post, 1ย month ago
Software Developer, RELIANOID

๐——๐—ฒ๐˜ƒ๐——๐—ฎ๐˜†๐˜€ โ€ข ๐——๐—ฒ๐˜ƒ๐—ข๐—ฝ๐˜€ ๐—ฃ๐—ฟ๐—ผ โ€ข ๐—–๐˜†๐—ฏ๐—ฒ๐—ฟ๐—ช๐—ถ๐˜€๐—ฒ๐—–๐—ผ๐—ป ๐—˜๐˜‚๐—ฟ๐—ผ๐—ฝ๐—ฒ

๐Ÿš€ ๐——๐—ฒ๐˜ƒ๐——๐—ฎ๐˜†๐˜€ โ€ข ๐——๐—ฒ๐˜ƒ๐—ข๐—ฝ๐˜€ ๐—ฃ๐—ฟ๐—ผ โ€ข ๐—–๐˜†๐—ฏ๐—ฒ๐—ฟ๐—ช๐—ถ๐˜€๐—ฒ๐—–๐—ผ๐—ป ๐—˜๐˜‚๐—ฟ๐—ผ๐—ฝ๐—ฒ ๐˜›๐˜ฉ๐˜ณ๐˜ฆ๐˜ฆ ๐˜ค๐˜ฐ๐˜ฏ๐˜ง๐˜ฆ๐˜ณ๐˜ฆ๐˜ฏ๐˜ค๐˜ฆ๐˜ด. ๐˜–๐˜ฏ๐˜ฆ ๐˜ฆ๐˜ค๐˜ฐ๐˜ด๐˜บ๐˜ด๐˜ต๐˜ฆ๐˜ฎ. ๐˜œ๐˜ฏ๐˜ญ๐˜ช๐˜ฎ๐˜ช๐˜ต๐˜ฆ๐˜ฅ ๐˜ช๐˜ฏ๐˜ฏ๐˜ฐ๐˜ท๐˜ข๐˜ต๐˜ช๐˜ฐ๐˜ฏ. From May 19โ€“22, 2026, ๐—ฅ๐—˜๐—Ÿ๐—œ๐—”๐—ก๐—ข๐—œ๐—— will join the unified experience of ๐——๐—ฒ๐˜ƒ๐——๐—ฎ๐˜†๐˜€, ๐——๐—ฒ๐˜ƒ๐—ข๐—ฝ๐˜€ ๐—ฃ๐—ฟ๐—ผ, and ๐—–๐˜†๐—ฏ๐—ฒ๐—ฟ๐—ช๐—ถ๐˜€๐—ฒ๐—–๐—ผ๐—ป ๐—˜๐˜‚๐—ฟ๐—ผ๐—ฝ๐—ฒ in Vilnius. A unique event bringing together developers, DevOps engineers, cybersecu..

devdays_devops_pro_cyberwisecon_europe_vilnius_2026_relianoid
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Magika is an open-source file type identification engine developed by Google that uses machine learning instead of traditional signature-based heuristics. Unlike classic tools such as file, which rely on magic bytes and handcrafted rules, Magika analyzes file content holistically using a trained model to infer the true file type.

It is designed to be both highly accurate and extremely fast, capable of classifying files in milliseconds. Magika excels at detecting edge cases where file extensions are incorrect, intentionally spoofed, or absent altogether. This makes it particularly valuable for security scanning, malware analysis, digital forensics, and large-scale content ingestion pipelines.

Magika supports hundreds of file formats, including programming languages, configuration files, documents, archives, executables, media formats, and data files. It is available as a Python library, a CLI, and integrates cleanly into automated workflows. The project is maintained by Google and released under an open-source license, making it suitable for both enterprise and research use.

Magika is commonly used in scenarios such as:

- Secure file uploads and content validation
- Malware detection and sandboxing pipelines
- Code repository scanning
- Data lake ingestion and classification
- Digital forensics and incident response