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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..

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@mashka posted an event AI Is Already Inside Your SDLC. Now What? by Xygeni , 1ย month, 1ย week ago.
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Customer Delivery Architect, Kubermatic

Last Week in Cloud Native

Last Week in Cloud Native (LWCN) is a weekly newsletter dedicated to keeping the Cloud Native community informed about the latest releases, news, and developments in the CNCF ecosystem.

๐Ÿ“… Published: every Monday

๐ŸŒ Language: English

๐Ÿ’ถ Price: free, no paywall

๐Ÿง‘โ€๐Ÿ’ป Publisher: Mario Fahlandt

We believe staying current with the rapidly evolving Cloud Native landscape shouldnโ€™t require hours of research. LWCN distills the most important updates from across the ecosystem into a concise, actionable weekly digest โ€” written in a neutral, journalistic tone, with no marketing fluff.

Last Week in Cloud Native
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Software Developer, RELIANOID

๐—ก๐—ฒ๐˜„ ๐—ฆ๐—ฒ๐—ฐ๐˜‚๐—ฟ๐—ถ๐˜๐˜† ๐—”๐—ฑ๐˜ƒ๐—ถ๐˜€๐—ผ๐—ฟ๐˜†: ๐——๐—ถ๐—ฟ๐˜๐˜† ๐—™๐—ฟ๐—ฎ๐—ด (๐—–๐—ฉ๐—˜-๐Ÿฎ๐Ÿฌ๐Ÿฎ๐Ÿฒ-๐Ÿฐ๐Ÿฏ๐Ÿฎ๐Ÿด๐Ÿฐ & ๐—–๐—ฉ๐—˜-๐Ÿฎ๐Ÿฌ๐Ÿฎ๐Ÿฒ-๐Ÿฐ๐Ÿฏ๐Ÿฑ๐Ÿฌ๐Ÿฌ)

๐Ÿšจ ๐—ก๐—ฒ๐˜„ ๐—ฆ๐—ฒ๐—ฐ๐˜‚๐—ฟ๐—ถ๐˜๐˜† ๐—”๐—ฑ๐˜ƒ๐—ถ๐˜€๐—ผ๐—ฟ๐˜†: ๐——๐—ถ๐—ฟ๐˜๐˜† ๐—™๐—ฟ๐—ฎ๐—ด (๐—–๐—ฉ๐—˜-๐Ÿฎ๐Ÿฌ๐Ÿฎ๐Ÿฒ-๐Ÿฐ๐Ÿฏ๐Ÿฎ๐Ÿด๐Ÿฐ & ๐—–๐—ฉ๐—˜-๐Ÿฎ๐Ÿฌ๐Ÿฎ๐Ÿฒ-๐Ÿฐ๐Ÿฏ๐Ÿฑ๐Ÿฌ๐Ÿฌ) Two newly disclosed ๐˜“๐˜ช๐˜ฏ๐˜ถ๐˜น ๐˜ฌ๐˜ฆ๐˜ณ๐˜ฏ๐˜ฆ๐˜ญ ๐˜ท๐˜ถ๐˜ญ๐˜ฏ๐˜ฆ๐˜ณ๐˜ข๐˜ฃ๐˜ช๐˜ญ๐˜ช๐˜ต๐˜ช๐˜ฆ๐˜ด โ€” collectively known as Dirty Frag โ€” impact specific ๐—œ๐—ฃ๐˜€๐—ฒ๐—ฐ/๐—ซ๐—™๐—ฅ๐—  ๐—ฝ๐—ฎ๐—ฐ๐—ธ๐—ฒ๐˜ ๐—ต๐—ฎ๐—ป๐—ฑ๐—น๐—ถ๐—ป๐—ด ๐—ฝ๐—ฎ๐˜๐—ต๐˜€ in Linux. What does this mean for RELIANOID users? โœ… ๐—ฅ๐—˜๐—Ÿ๐—œ๐—”๐—ก๐—ข๐—œ๐—— ๐—น๐—ผ๐—ฎ๐—ฑ ๐—ฏ๐—ฎ๐—น๐—ฎ๐—ป๐—ฐ๐—ถ๐—ป๐—ด ๐—ฑ๐—ฒ๐—ฝ๐—น๐—ผ๐˜†๐—บ๐—ฒ๐—ป๐˜๐˜€ ๐—ฎ๐—ฟ๐—ฒ ๐—ก..

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Skill Issues: How We Discovered Supply Chain Attack Vectors in an AI Agent Skills Marketplace

Orca Security researchers identified four attack primitives in an AI coding-agent skills marketplace: install-count inflation without authentication, security scans at creation and popularity thresholds, same-name overrides without user alerts, and bulk updates without per-skill review or version pi.. read more ย 

Skill Issues: How We Discovered Supply Chain Attack Vectors in an AI Agent Skills Marketplace
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Adventures in 30 Years in Engineering Productivity

Carlos Arguelles collects a decade of writing on engineering productivity at Microsoft, Amazon, and Google, covering monorepo versus microrepo CI/CD philosophies, hermetic test environments, ML-based bug deduplication, code coverage debates, and the AI-driven shift toward autonomous validation of ge.. read more ย 

Adventures in 30 Years in Engineering Productivity
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I Deleted My Clever Code and the Database Got Better

A first-person walkthrough of rewriting an embedded key-value store after a friend spotted that the lock-free ring buffer was writing to a slot before claiming ownership, with the rebuilt single-mutex version 76 lines smaller, more correct, and explicit about every tradeoff (fsync on every write, no.. read more ย 

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