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@kala shared a link, 6ย days, 23ย hours ago
FAUN.dev()

Announcing Stack Overflow for Agents

Stack Overflow's team opened the beta for "Stack Overflow for Agents", an API-first knowledge exchange that lets coding agents use Stack Overflow through human-owned accounts. The beta points to a clear model: developers connect agents to their own accounts, and Stack Overflow's team can link agent .. read more ย 

Announcing Stack Overflow for Agents
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@kala shared a link, 6ย days, 23ย hours ago
FAUN.dev()

OpenAI to acquire Ona

OpenAI acquires Ona to bring secure cloud execution technology to Codex, which now has over 5 million users per week. Ona's technology will allow Codex to work persistently in a customer's cloud environment... read more ย 

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@devopslinks shared a link, 6ย days, 23ย hours ago
FAUN.dev()

Observing LLM Applications with OpenTelemetry

The SigNoz team shows you how to use OpenTelemetry to observe an LLM application, including agent traces and guardrail failures... read more ย 

Observing LLM Applications with OpenTelemetry
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@devopslinks shared a link, 6ย days, 23ย hours ago
FAUN.dev()

How Google SRE is using agentic AI to improve operations

Google SRE authors argue that teams should use agentic AI across the reliability lifecycle and give agents clear controls and audit logs before they allow them to change production state... read more ย 

How Google SRE is using agentic AI to improve operations
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@devopslinks shared a link, 6ย days, 23ย hours ago
FAUN.dev()

Securing CI/CD for an open source project: Locking down dependencies

Cilium maintainers explain how they harden GitHub Actions and Go module dependencies with immutable references and trust checks during code review... read more ย 

Securing CI/CD for an open source project: Locking down dependencies
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@devopslinks shared a link, 6ย days, 23ย hours ago
FAUN.dev()

GitHub pulls pin on npm's auto-run scripts

GitHub plans to makenpm installskip dependency lifecycle scripts by default in npm 12. That affects scripts such as: preinstall, install, postinstall, prepare The security gain is clear. The migration risk sits with packages that depend on install-time work, such as native module builds, generated f.. read more ย 

GitHub pulls pin on npm's auto-run scripts
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@devopslinks shared a link, 6ย days, 23ย hours ago
FAUN.dev()

Grit: rewriting Git in Rust with agents

The creator of GitHub built Grit, a Rust reimplementation of Git as a library passing 99% of Git's test suite, paving the way for network efficient tools. But be cautious: while promising, Grit is not tested for production use and may still have bugs worth reporting for future improvements... read more ย 

Grit: rewriting Git in Rust with agents
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@laura_garcia shared a post, 1ย week, 1ย day ago
Software Developer, RELIANOID

RELIANOID at ๐—ฉ๐—ถ๐˜ƒ๐—ฎ๐—ง๐—ฒ๐—ฐ๐—ต ๐Ÿฎ๐Ÿฌ๐Ÿฎ๐Ÿฒ

๐Ÿš€ ๐—ฉ๐—ถ๐˜ƒ๐—ฎ๐—ง๐—ฒ๐—ฐ๐—ต ๐Ÿฎ๐Ÿฌ๐Ÿฎ๐Ÿฒ is bringing together the ๐—ด๐—น๐—ผ๐—ฏ๐—ฎ๐—น ๐—ถ๐—ป๐—ป๐—ผ๐˜ƒ๐—ฎ๐˜๐—ถ๐—ผ๐—ป ecosystem! From startups and investors to enterprises and technology leaders, VivaTech 2026 is the place to explore the ๐˜ญ๐˜ข๐˜ต๐˜ฆ๐˜ด๐˜ต ๐˜ข๐˜ฅ๐˜ท๐˜ข๐˜ฏ๐˜ค๐˜ฆ๐˜ด ๐˜ช๐˜ฏ ๐˜ˆ๐˜, ๐˜ค๐˜บ๐˜ฃ๐˜ฆ๐˜ณ๐˜ด๐˜ฆ๐˜ค๐˜ถ๐˜ณ๐˜ช๐˜ต๐˜บ, ๐˜ด๐˜ถ๐˜ด๐˜ต๐˜ข๐˜ช๐˜ฏ๐˜ข๐˜ฃ๐˜ช๐˜ญ๐˜ช๐˜ต๐˜บ, ๐˜ฅ๐˜ช๐˜จ๐˜ช๐˜ต๐˜ข๐˜ญ ๐˜ด๐˜ฐ๐˜ท๐˜ฆ๐˜ณ๐˜ฆ๐˜ช๐˜จ๐˜ฏ๐˜ต๐˜บ, ๐˜ข๐˜ฏ๐˜ฅ ๐˜ฆ๐˜ฎ๐˜ฆ๐˜ณ๐˜จ๐˜ช๐˜ฏ๐˜จ ๐˜ต๐˜ฆ๐˜ค๐˜ฉ๐˜ฏ๐˜ฐ๐˜ญ๐˜ฐ๐˜จ๐˜ช๐˜ฆ๐˜ด. ๐™๐™€๐™‡๐™„๐˜ผ๐™‰๐™Š๐™„๐˜ฟ is excite..

vivatech_paris_2026_june_relianoid
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@vaibhavgupta shared a post, 1ย week, 1ย day ago

6+ Shadcn Register Sign Up Blocksย Examples

Next.js React tailwindcss Shadcn Space

The article showcases a collection of Shadcn/UI registration (sign-up) page blocks that developers can copy and customize for React/Next.js applications. The focus is on speeding up authentication UI development with modern, responsive, production-ready designs.

Best Shadcn Register blocks
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@laura_garcia shared a post, 1ย week, 2ย days ago
Software Developer, RELIANOID

๐—œ๐—ฆ๐—ข/๐—œ๐—˜๐—– ๐Ÿฎ๐Ÿณ๐Ÿฌ๐Ÿฌ๐Ÿญ ๐—–๐—ผ๐—บ๐—ฝ๐—น๐—ถ๐—ฎ๐—ป๐—ฐ๐—ฒ ๐—ฆ๐˜๐—ฎ๐˜๐—ฒ๐—บ๐—ฒ๐—ป๐˜

๐Ÿ” Security and compliance are at the core of everything we do at RELIANOID. Our ๐—œ๐—ฆ๐—ข/๐—œ๐—˜๐—– ๐Ÿฎ๐Ÿณ๐Ÿฌ๐Ÿฌ๐Ÿญ ๐—–๐—ผ๐—บ๐—ฝ๐—น๐—ถ๐—ฎ๐—ป๐—ฐ๐—ฒ ๐—ฆ๐˜๐—ฎ๐˜๐—ฒ๐—บ๐—ฒ๐—ป๐˜ outlines how our organization and load balancing platform align with the security principles and controls of the ISO/IEC 27001:2022 framework. Learn more in our Security Compliance page..

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.