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@devopslinks shared a link, 3 weeks, 4 days ago
FAUN.dev()

I Left Port 22 Open on the Internet for 54 Days. Here's Who Showed Up.

A 54-day SSH honeypot on port 22 logged 268,000+ login attempts from 7,556 IPs, with 99.6% of attackers running a single automated fingerprinting command and only 28 ever opening an interactive shell. The data shows hardcoded IoT credentials and Solana validator hunting dominating the password lists.. read more  

I Left Port 22 Open on the Internet for 54 Days. Here's Who Showed Up.
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@devopslinks shared a link, 3 weeks, 4 days ago
FAUN.dev()

Why Queues Don’t Fix Scaling Problems

Queues do not create capacity, they delay the moment insufficient capacity becomes visible, and sustained overload turns a queue from a smoothing buffer into a cascading failure that takes down databases, connection pools, and consumer instances before it ever hits the queue's own limits... read more  

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@devopslinks shared a link, 3 weeks, 4 days ago
FAUN.dev()

Migrating from DigitalOcean to Hetzner: From $1,432 to $233/month With Zero Downtime

A walkthrough of migrating 248 GB of MySQL across 30 databases, 34 Nginx sites, GitLab EE, and Neo4j from a $1,432/month DigitalOcean droplet to a $233/month Hetzner AX162-R dedicated box with no downtime. The path:mydumper/myloaderwith 32 threads for the bulk MySQL 5.7 to 8.0 import, master-to-repl.. read more  

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@devopslinks shared a link, 3 weeks, 4 days ago
FAUN.dev()

Incidents *Will* Happen. Are You (Actually) Prepared?

Joe Mckevitt, CTO of Uptime Labs, argues that incident prevention and incident preparation are not substitutes, and that organizations relying on the heroic engineer who knows the infrastructure at 2amhave a habit, not a strategy. The piece pushes for a deliberate playbook (practiced communication, .. read more  

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@laura_garcia shared a post, 3 weeks, 4 days ago
Software Developer, RELIANOID

𝗚𝗹𝗼𝗯𝗮𝗹 𝗧𝗿𝗮𝗳𝗳𝗶𝗰 𝗠𝗮𝗻𝗮𝗴𝗲𝗺𝗲𝗻𝘁 (𝗚𝗧𝗠)

🌍 𝗜𝗻𝘁𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻 𝘁𝗼 𝗚𝗹𝗼𝗯𝗮𝗹 𝗧𝗿𝗮𝗳𝗳𝗶𝗰 𝗠𝗮𝗻𝗮𝗴𝗲𝗺𝗲𝗻𝘁 (𝗚𝗧𝗠) Delivering fast, resilient applications globally isn’t optional anymore—it’s expected. Global Traffic Management (GTM) ensures users are always routed to the 𝗯𝗲𝘀𝘁-𝗽𝗲𝗿𝗳𝗼𝗿𝗺𝗶𝗻𝗴 𝗮𝗻𝗱 𝗺𝗼𝘀𝘁 𝗿𝗲𝗹𝗶𝗮𝗯𝗹𝗲 𝗱𝗮𝘁𝗮 𝗰𝗲𝗻𝘁𝗲𝗿, improving performance, availability, and scal..

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@ozzuns created an organization How the Right Digital Marketing , 3 weeks, 4 days ago.
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@viktoriiagolovtseva shared a post, 4 weeks ago

Jira Roles and Permissions: The Complete Guide to Managing User Access and Project Security

If you’ve ever tried to troubleshoot why someone can’t transition an issue, or worse, why someone closed an issue they never should have touched, you already know that Jira permissions aren’t just a background configuration. They shape how your teams collaborate, what people see, and who has the power to move work forward.

This guide is for anyone setting up Jira from scratch, cleaning up a messy instance, or just making sure your permission model supports how your teams work. We’ll walk through global permissions, project roles, permission schemes, real-world workflows, and how some add-ons fit into the picture.

Zrzut ekranu 2026-05-08 141830
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@laura_garcia shared a post, 4 weeks ago
Software Developer, RELIANOID

Deploy 𝗥𝗘𝗟𝗜𝗔𝗡𝗢𝗜𝗗 𝗟𝗼𝗮𝗱 𝗕𝗮𝗹𝗮𝗻𝗰𝗲𝗿 𝗘𝗻𝘁𝗲𝗿𝗽𝗿𝗶𝘀𝗲 𝘃𝟴 on 𝗔𝗪𝗦 with 𝗧𝗲𝗿𝗿𝗮𝗳𝗼𝗿𝗺

🚀 𝗤𝘂𝗶𝗰𝗸 𝗴𝘂𝗶𝗱𝗲 𝗮𝘃𝗮𝗶𝗹𝗮𝗯𝗹𝗲 Deploy 𝗥𝗘𝗟𝗜𝗔𝗡𝗢𝗜𝗗 𝗟𝗼𝗮𝗱 𝗕𝗮𝗹𝗮𝗻𝗰𝗲𝗿 𝗘𝗻𝘁𝗲𝗿𝗽𝗿𝗶𝘀𝗲 𝘃𝟴 on 𝗔𝗪𝗦 with 𝗧𝗲𝗿𝗿𝗮𝗳𝗼𝗿𝗺 easily using the official module. ✔️ Ready-to-use infrastructure (VPC, subnet, security groups) ✔️ EC2 instance with RELIANOID AMI ✔️ SSH and Web GUI access ✔️ Clean teardown with terraform destroy 👉 https://w..

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@viktoriiagolovtseva shared a post, 4 weeks ago

A 2025 Jira Automation Guide With the Top 10 Most Common Use Cases

Jira has many flaws that have been highlighted by numerous competitors, such as monday.com. Yet, there’s a reason why Atlassian dominates the project management market with a whopping86.63% market sharein bug-and-issue-tracking: the flexibility and customizability of their solutions. In this article..

Zrzut ekranu 2026-05-08 125940
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@koukibadr shared a post, 4 weeks ago
Mobile Developer, Nventive

Auto Disposal in Flutter Projects

title: Stop Writing dispose() by Hand — Introducing auto_disposal for Flutter published: true tags: flutter, dart, opensource, codeberg Every Flutter developer has been there: you open a StatefulWidget, create a handful of controllers, and then... you have to remember to dispose every single one of ..

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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.