ContentPosts from @mashby2022..
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@devopslinks shared a link, 17 hours ago
FAUN.dev()

The Silent Failure of Reliability Metrics at Scale: Lessons Learned from a Decade of Broken Metrics

At scale, observability breaks whenSLIsand metrics mix different behaviors and lose clear meaning. Complexity grows: more event types, extra labels, and risingcardinality. That bloats queries, slows evaluation pipelines, and distortsPrometheus,PromQL, andElasticmetrics. Why this matters:Teams must t.. read more  

The Silent Failure of Reliability Metrics at Scale: Lessons Learned from a Decade of Broken Metrics
News FAUN.dev() Team
@devopslinks shared an update, 19 hours ago
FAUN.dev()

Ubuntu's Next Chapter: Local AI, Confined Agents, and a Bet Against the Cloud-First OS

Ubuntu Ollama Snap

Ubuntu is getting local AI as a native capability over the next year, with inference snaps that install models like any other package, AI-powered accessibility features, and confined agentic workflows for both desktops and server fleets. Canonical is betting on open weight models, local-by-default inference, and snap confinement, a deliberate counter to the cloud-first AI direction Microsoft, Apple, and Google are taking with their operating systems.

Ubuntu's Next Chapter: Local AI, Confined Agents, and a Bet Against the Cloud-First OS
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@devopslinks added a new tool Snap , 19 hours, 19 minutes ago.
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@kala added a new tool Ollama , 19 hours, 33 minutes ago.
Story Keploy Team
@sancharini shared a post, 2 days, 16 hours ago

Building Automated Regression Testing From Scratch: A Complete Walkthrough

Learn how to build automated regression testing from scratch in 4-6 weeks. Step-by-step walkthrough covering phases, implementation, tools, and avoiding mistakes.

regression testing services
Story
@elsie-rainee shared a post, 2 days, 16 hours ago
DevOps Engineer, Freelancer

Android Architecture: Components, Patterns & Best Practices Guide

Learn Android architecture with components, patterns, and best practices to build mobile apps that are scalable, easy to maintain, and high-performing.

Android Architecture
Story
@viktoriiagolovtseva shared a post, 3 days, 14 hours ago

Online event planning template

Planning a webinar, workshop, or team-wide event in Jira? You’re not alone. When you’re managing internal demos, customer-facing webinars, or company-wide town halls, event coordination takes effort and often involves stakeholders across departments.

Missed deadlines, unclear responsibilities, or last-minute changes can turn even a small event into a major time sink. But there’s good news: you can streamline your event workflows using the tools your team already uses.

Instead of juggling spreadsheets, emails, and calendar invites, create a customizable event planning template in Jira. It brings everything into one place, supports collaboration, and helps you keep track of dependencies, deliverables, and last-minute requests in real time.

Zrzut ekranu 2026-05-01 150322
Story
@viktoriiagolovtseva shared a post, 3 days, 14 hours ago

Performance Review Template That Actually Works

Hiring the right person is only half the equation — helping them grow is the other

Zrzut ekranu 2026-05-01 131816
Story Keploy Team
@sancharini shared a post, 3 days, 15 hours ago

How to Track DORA Metrics Without Months of Engineering Work

Start tracking DORA metrics this week without months of work. Learn simple manual tracking, gradual automation, and practical tools to measure deployment performance

Track DORA Metrics Without Months of Engineering Work
Story
@viktoriiagolovtseva shared a post, 3 days, 18 hours ago

Contract Review Template for the Legal Team: a Free Checklist

Whether you’re reviewing a routine non-disclosure agreement or a complex commercial contract, your team likely follows roughly the same steps. Although many legal professionals don’t require a predefined plan, in some cases, having a contract review template is very helpful. 

For example, if you have a large legal department, work in a legal firm with numerous clients, or need to scale best practices, in all these cases, process standardization is essential. A contract review template enables you to document all the crucial steps, ensuring that your processes are robust and repeatable.

In this guide, we’ll share a free contract review template for legal teams. We also explain how to use it in Jira or Monday and how to add it to your tasks automatically.

Zrzut ekranu 2026-05-01 103840