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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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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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@laura_garcia shared a post, 1ย week, 6ย days ago
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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@varbear shared a link, 2ย weeks ago
FAUN.dev()

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 

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@varbear shared a link, 2ย weeks ago
FAUN.dev()

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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@varbear shared a link, 2ย weeks ago
FAUN.dev()

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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@varbear shared a link, 2ย weeks ago
FAUN.dev()

Slop Creep: The Great Enshittification of Software

The argument is that coding agents accelerate codebase decay by removing the natural speed limit on bad architectural decisions, compressing months of compounding mistakes into days. The defense is to invest ten times more in the planning phase, with concrete code snippets for the data models and ab.. read more ย 

DeepSeekMath-V2 is a state-of-the-art mathematical reasoning model built on the DeepSeek-V3.2-Exp-Base architecture with 685 billion parameters. Unlike conventional math-focused language models that optimize only for correct final answers, DeepSeekMath-V2 introduces a self-verification framework where the model generates, inspects, and validates its own mathematical proofs.

This approach enables rigorous, step-by-step reasoning suitable for theorem proving, scientific research, and domains requiring high-integrity logic. The model is trained through a generation-verification loop involving a dedicated LLM-based verifier and reinforcement learning optimized for proof correctness rather than answer matching.

DeepSeekMath-V2 achieves gold-level scores on IMO 2025 and CMO 2024, along with a groundbreaking 118/120 on the Putnam 2024 contest. Released under the Apache 2.0 license and hosted on Hugging Face, it is fully open source for research and commercial use.