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@devopslinks shared a link, 2 months ago
FAUN.dev()

LLMs Are Good at SQL. We Gave Ours Terabytes of CI Logs.

Mendral's agent runs ad‑hocSQLagainst compressedClickHouselogs. It traces flaky tests across months and scans up to 4.3B rows per investigation. They denormalize 48 metadata columns per log line. They compress 5.31 TiB down to ~154 GiB (~21 bytes/line) — a 35:1 ratio. That turns arbitrary filters in.. read more  

LLMs Are Good at SQL. We Gave Ours Terabytes of CI Logs.
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@varbear shared a link, 2 months ago
FAUN.dev()

I Taught My Dog to Vibe Code Games

DogKeyboardruns onRaspberry Pi. It filters Bluetooth keystrokes, proxies them toClaude Code, and triggers a feeder overZigbee. Builds useGodot 4.6andC#. Automated screenshot/replay testers, a scene linter, a shader linter, and an input mapper letClaude Codeauto-test, patch, and relaunch games... read more  

I Taught My Dog to Vibe Code Games
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@varbear shared a link, 2 months ago
FAUN.dev()

How we reduced the size of our Agent Go binaries by up to 77%

The Datadog Agent cut its Go binaries size by up to 77% in six months, removing unnecessary dependencies and enabling linker optimizations to trim artifacts significantly... read more  

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

The best new features of C# 14

C# 14 ships with.NET 10. It addsfile-based apps. Run a single .cs file from the command line. No project or solution files. It also adds extension members and extension blocks. They bring extension properties, grouped receivers, and a cleaner extension syntax... read more  

The best new features of C# 14
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@varbear shared a link, 2 months ago
FAUN.dev()

Malicious Next.js Repos Target Developers Via Fake Job Interviews

Linked to North Korean fake job-recruitment campaigns, the poisoned repositories are aimed at establishing persistent access to infected machines... read more  

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

The Linux Foundation reveals the "ugly" secret of how open source is draining your budget

Linux Foundation report finds contributors get2x–5x ROI. It also finds45%of organizations runprivate forksthat cost ~5,000labor hours per release. The report introduces anROI modelthat values contributions bylabor cost, not lines‑of‑code. It simulates cross‑project tradeoffs... read more  

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@laura_garcia shared a post, 2 months ago
Software Developer, RELIANOID

🍺 Cyberattack on Asahi Group: Why Japan’s Industrial Sector Can’t Afford to Wait

We’re resharing this post because its relevance has only grown. Japan’s largest brewer, Asahi Group, was recently hit by a major ransomware attack that disrupted production and logistics operations nationwide. The timing is striking: the incident came just days after Japan enacted its new Cyber Defe..

Link Xygeni Team
@mashka shared a link, 2 months, 1 week ago
Paid Acquisition and Growth Marketing, xygeni

Your Copilot Just Pushed Code to Prod. Did Anyone Check the Security?

AI copilots like GitHub Copilot and Cursor can push production-ready code instantly—but CI-only security scans catch issues after merge, when it’s too late. In this live session, see how to detect vulnerabilities in real time inside the IDE, validate reachability before merge, apply guardrails to AI-generated code, and auto-fix safely. Includes live demo securing Copilot and AI agent workflows. 📅 March 11, 2026 👉 Register https://www.linkedin.com/events/7432784645383110656/

Webinars Creas
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@laura_garcia shared a post, 2 months, 1 week ago
Software Developer, RELIANOID

𝗥𝗘𝗟𝗜𝗔𝗡𝗢𝗜𝗗 𝗮𝘁 𝗠𝗼𝗯𝗶𝗹𝗲 𝗪𝗼𝗿𝗹𝗱 𝗖𝗼𝗻𝗴𝗿𝗲𝘀𝘀 𝟮𝟬𝟮𝟲

📍 𝗕𝗮𝗿𝗰𝗲𝗹𝗼𝗻𝗮 | 𝟮–𝟱 𝗠𝗮𝗿𝗰𝗵 𝟮𝟬𝟮𝟲 🚀 𝗝𝗼𝗶𝗻 𝗥𝗘𝗟𝗜𝗔𝗡𝗢𝗜𝗗 𝗮𝘁 𝗠𝗼𝗯𝗶𝗹𝗲 𝗪𝗼𝗿𝗹𝗱 𝗖𝗼𝗻𝗴𝗿𝗲𝘀𝘀 𝟮𝟬𝟮𝟲 (𝗠𝗪𝗖 𝟮𝟲) The world’s most influential connectivity event returns — and this year marks 20 years in Barcelona, celebrating two decades of collaboration between a global tech powerhouse and one of Europe’s most innovative ci..

mwc_barcelona_mobile_world_congress_2026_relianoid
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@idjuric660 shared a post, 2 months, 1 week ago
Technical Content Writer, Mailtrap

5 Best Email API for Laravel Developers Tested & Compared

The best email APIs for Laravel developers are Mailtrap, SendGrid, Mailgun, Amazon SES, and Postmark. To provide you with a fair and unbiased comparison of these APIs, I researched and tested them all with the help of Mailtrap email deliverability experts, security team, and developers. Together, we..

Vertex AI is Google Cloud’s end-to-end machine learning and generative AI platform, designed to help teams build, deploy, and operate AI systems reliably at scale. It unifies data preparation, model training, evaluation, deployment, and monitoring into a single managed environment, reducing operational complexity while supporting advanced AI workloads.

Vertex AI supports both custom models and foundation models, including Google’s Gemini model family. It enables organizations to fine-tune models, run large-scale inference, orchestrate agentic workflows, and integrate AI into production systems with strong security, governance, and observability controls.

The platform includes tools for AutoML, custom training with TensorFlow and PyTorch, managed pipelines, feature stores, vector search, and online and batch prediction. For generative AI use cases, Vertex AI provides APIs for text, image, code, multimodal generation, embeddings, and agent-based systems, including support for Model Context Protocol (MCP) integrations.

Built for enterprise environments, Vertex AI integrates deeply with Google Cloud services such as BigQuery, Cloud Storage, IAM, and VPC, enabling secure data access and compliance. It is widely used across industries like finance, healthcare, retail, and science for applications ranging from recommendation systems and forecasting to autonomous research agents and AI-powered products.