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

๐——๐˜‚๐—ฏ๐—น๐—ถ๐—ป ๐—ง๐—ฒ๐—ฐ๐—ต ๐—ฆ๐˜‚๐—บ๐—บ๐—ถ๐˜ ๐Ÿฎ๐Ÿฌ๐Ÿฎ๐Ÿฒ

Excited to announce that ๐—ฅ๐—˜๐—Ÿ๐—œ๐—”๐—ก๐—ข๐—œ๐—— will be attending the ๐——๐˜‚๐—ฏ๐—น๐—ถ๐—ป ๐—ง๐—ฒ๐—ฐ๐—ต ๐—ฆ๐˜‚๐—บ๐—บ๐—ถ๐˜ ๐Ÿฎ๐Ÿฌ๐Ÿฎ๐Ÿฒ on May 27โ€“28 in Dublin! Celebrating its 10th anniversary, this global tech event brings together innovators, startups, investors, and industry leaders from over 70 countries to ๐˜ฆ๐˜น๐˜ฑ๐˜ญ๐˜ฐ๐˜ณ๐˜ฆ ๐˜ต๐˜ฉ๐˜ฆ ๐˜ง๐˜ถ๐˜ต๐˜ถ๐˜ณ๐˜ฆ ๐˜ฐ๐˜ง ๐˜ต๐˜ฆ๐˜ค๐˜ฉ๐˜ฏ๐˜ฐ๐˜ญ๐˜ฐ๐˜จ๐˜บ. ๐Ÿš€ From A..

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

New Linux kernel vulnerability disclosed: CVE-2026-46300 โ€œFragnesiaโ€

๐Ÿ” New Linux kernel vulnerability disclosed: CVE-2026-46300 โ€œFragnesiaโ€ A new local privilege escalation flaw affecting Linux XFRM/IPsec components has been identified, related to the same vulnerability class as Dirty Frag and Copy Fail. Weโ€™ve published a brief impact assessment and mitigation guidan..

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

๐—”๐—ถ๐—ฟ๐—ฝ๐—ผ๐—ฟ๐˜ ๐—ผ๐—ฝ๐—ฒ๐—ฟ๐—ฎ๐˜๐—ถ๐—ผ๐—ป๐˜€

โœˆ๏ธ ๐—”๐—ถ๐—ฟ๐—ฝ๐—ผ๐—ฟ๐˜ ๐—ผ๐—ฝ๐—ฒ๐—ฟ๐—ฎ๐˜๐—ถ๐—ผ๐—ป๐˜€ depend on ๐—ต๐—ถ๐—ด๐—ต๐—น๐˜† ๐—ฎ๐˜ƒ๐—ฎ๐—ถ๐—น๐—ฎ๐—ฏ๐—น๐—ฒ, ๐˜€๐—ฒ๐—ฐ๐˜‚๐—ฟ๐—ฒ, ๐—ฎ๐—ป๐—ฑ ๐˜€๐—ฐ๐—ฎ๐—น๐—ฎ๐—ฏ๐—น๐—ฒ ๐—œ๐—ง ๐—ถ๐—ป๐—ณ๐—ฟ๐—ฎ๐˜€๐˜๐—ฟ๐˜‚๐—ฐ๐˜๐˜‚๐—ฟ๐—ฒ๐˜€. From AODB platforms and baggage handling to ATC systems and passenger services, every critical airport application requires uninterrupted performance. In our latest article, we explore how ๐—ฅ๐—˜๐—Ÿ๐—œ๐—”๐—ก๐—ข๐—œ๐—— helps ensu..

high_availiability_relianoid_solutions_airports
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@varbear shared a link, 1ย month ago
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Making your own programming language is easier than you think (but also harder)

A game developer explains how he built a low-level modding language, including sandbox constraints, an AArch64 JIT, and a small C++ compiler... read more ย 

Making your own programming language is easier than you think (but also harder)
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Formatting an entire 25 million line codebase overnight: the rubyfmt story

Stripe's Developer Productivity team rolled out rubyfmt, a Rust-based zero-config Ruby autoformatter, across 25 million lines of Ruby in one Saturday morning in 2024, after the project had been in flight since 2018 as Fable Tales's personal OSS work. The hard parts were Ruby itself (no Ruby parser e.. read more ย 

Formatting an entire 25 million line codebase overnight: the rubyfmt story
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The Pulse: AI load breaks GitHub โ€“ why not other vendors?

GitHub leaders created the reliability problems through weak capacity planning. As AI-agent users drove heavier traffic, GitHub engineers found migration risk and engineering debt that teams had allowed to build up... read more ย 

The Pulse: AI load breaks GitHub โ€“ why not other vendors?
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@varbear shared a link, 1ย month ago
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Replacing a 3 GB SQLite database with a 10 MB FST (finite state transducer) binary

Andrew Quinn shipped Taskusanakirja (tsk), a Finnish-English pocket dictionary with search-as-you-type, originally backed by a trie for ~400k base words plus a 3 GB SQLite FTS database to cover the 40-60M inflected forms that Finnish's agglutinative morphology demands. Reaching for BurntSushi'sIndex.. read more ย 

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@varbear shared a link, 1ย month ago
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Why I'm leaving GitHub for Forgejo

The Dutch Ministry of the Interior launched code.overheid.nl, a self-hosted Forgejo instance for government source code. This move was driven by the need to own and control the platform where code is published. Forgejo was chosen over GitLab for its open-source nature and alignment with the ministry.. read more ย 

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@kaptain shared a link, 1ย month ago
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v1.36: Deprecation and removal of Service ExternalIPs

Kubernetes v1.36 deprecatesService.spec.externalIPsand starts the removal path, finally closing CVE-2020-8554, the trust-everyone hole the field has carried since the early days. The project has recommended disabling it via theDenyServiceExternalIPsadmission controller since v1.21, but SIG Network h.. read more ย 

Unsloth is an open-source toolkit for training and fine-tuning large language models faster and with less memory than a standard Hugging Face stack. Its core library replaces PyTorch's default autograd with custom backpropagation kernels written in OpenAI's Triton language, which is where most of its speed and memory savings come from. It supports LoRA, QLoRA, full fine-tuning, reinforcement learning, pretraining, and 4-bit, 16-bit, and FP8 training, across more than 500 text, vision, audio, and embedding models.

The practical draw is hardware reach. QLoRA workflows in Unsloth let you fine-tune an 8B model on a single 12 GB consumer GPU, and the project headlines roughly 2x faster training with about 70 percent less VRAM versus baseline implementations, though the exact figures vary by model, GPU, and config. A 2026 update added faster mixture-of-experts training, with models like Qwen3-30B-A3B fine-tunable on about 17.5 GB of VRAM. It runs on NVIDIA (including Blackwell and DGX Spark), AMD, and Intel GPUs, with free Colab and Kaggle notebooks for trying it without local hardware.

It fits cleanly into the local-AI workflow. Unsloth integrates with Hugging Face transformers and TRL, and uses llama.cpp to save and run models, exporting to GGUF for Ollama or LM Studio as well as safetensors. As of 2026 it also ships Unsloth Studio, a local no-code GUI that covers the full lifecycle from dataset creation to training to running and comparing GGUF and safetensors models, with tool-calling, web search, and an OpenAI-compatible API, all running offline on Mac and Windows, with the core library under the Apache 2.0 license.