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The latest News and Information on DevOps, CI/CD, Automation and related technologies.

spike

MTBF, MTTR, MTTF, MTTA: Incident Metrics Explained

Nov 4, 2025 By Randhir Kumar In Spike
No doubt that incidents are inevitable. However, it’s how you manage them (detect, respond to, and resolve) that matters. And a robust incident management process relies on data, not guesswork. Incident Management metrics like MTBF, MTTR, MTTF, and MTTA provide measurable insight into reliability, response time, and recovery performance. When used together, they help identify weaknesses, reduce downtime, and build more resilient systems.
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harness

Harness patent for hybrid YAML editor enhances CI/CD workflows

Nov 4, 2025 By Vardan Bansal In Harness
Harness earned a patent for it's unified pipeline editor which makes it easy to configure pipelines whether they are for CI, CD, IaC, database migrations, service onboarding or other DevSecOps activities. ‍ We're thrilled to share some exciting news: Harness has been granted U.S. Patent US20230393818B2 (originally published as US20230393818A1) for our configuration file editor with an intelligent code-based interface and a visual interface.
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devart

New Devart Python Connectors Add Broader Compatibility and Stronger Security

Nov 3, 2025 By DAC Team In Devart
We are thrilled to announce a major update to our Python Connectors line. The release adds support for Python 3.14, PostgreSQL 18, MySQL 9, and MariaDB 12, introduces modern authentication and security options, and delivers notable performance gains across several connectors.
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manageengine

How IT teams can finally break free from manual AD management

Nov 3, 2025 By Thamizh Poonkuil Mozhi M In ManageEngine
If there’s one thing every IT leader can agree on, it’s this: Manual Active Directory (AD) management never ends. There’s always one more access request, one more approval chain, and one more audit reminder flashing on your screen. By the time you’ve closed your last ticket of the day, there’s already another one waiting. For many teams, 2025 became the year of “we’ll automate next quarter.” But next quarter came and went without any automation.
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cloudzero

The Outage Anxiety Test: Can You Answer These 3 Questions In Under 10 Minutes?

Nov 3, 2025 By Doug Bonderud In CloudZero
On Oct. 20, the Internet woke up and seemingly chose violence. For more than 12 hours, Amazon Web Services (AWS) went down. From banking platforms to hospital communications to mobile ordering apps, digital services came to a screeching halt. The cause? Two programs are trying to write a DNS entry simultaneously, failing, and leaving the entry blank. Thus began the incredibly costly failure cascade.
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cloudzero

AI And Sustainability: Measuring The Impact Of The Generative AI Boom

Nov 3, 2025 By Rachel Whitener In CloudZero
Before 2022, Alex Hanna worked on Google’s Ethical AI team. Today, she’s the director of research at the Distributed AI Research Institute, a transition sparked by Google’s handling of a paper exposing AI’s growing environmental footprint. So, how bad is it, really? That depends on who you ask. Take Jesse Dodge, a senior research analyst at the Allen Institute for AI. Jesse told NPR that a single ChatGPT query can use as much electricity as keeping a light bulb on for 20 minutes.
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Rovo AI: Create Work Items from Loom | Demo Den | Atlassian

Nov 3, 2025 By Atlassian In Atlassian
Ever wish you could turn a quick Loom recording into Jira work items without all the manual typing? Now you can! In this Demo Den episode, Pierre walks through a new Rovo AI feature that automatically converts your Loom videos into actionable Jira work items. Whether you're recording bug reports, feature requests, or project updates, Rovo handles the data entry for you. What Pierre covers: Turning Loom videos into work items with Rovo How it works in your AI-enabled Jira instance.
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Why AI Coding Assistants Fail (And How to Fix Them)

Nov 3, 2025 By GitKraken In GitKraken
Why do developers stop using AI coding assistants? According to Carnegie Mellon research, the top reason is unhelpful suggestions. Tabnine's Principal Architect John Feeney explains how context transforms AI coding tools from generic to genuinely useful. Learn the 4 Cs framework for maximizing AI assistant value: Context (workspace indexing), Connection (repo integration), Coaching (rules-based guidance), and Customization (fine-tuning). Discover how Retrieval Augmented Generation (RAG) helps AI understand your codebase, not just open source patterns.
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redgate

Building dbRosetta Using AI: Part 1 of Many

Nov 3, 2025 By Grant Fritchey In Redgate
Like many of you, over the last couple of years, I’ve been using AI, or, well, let’s just name it appropriately, Large Language Models (LLM), as a part of my job. I’ve also used it in my hobby. With it, I’ve generated snippets of code, tested data conversions, even built a small database for a presentation. However, to date, I haven’t tried doing everything through the LLM. Now, I’m going to.
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harness

Intent-Driven Assertions are Redefining How We Test Software

Nov 3, 2025 By Shibam Dhar In Harness
Traditional UI testing struggles to keep up with rapid design and workflow changes, often focusing on brittle selectors rather than user outcomes. Harness AI Test Automation introduces intent-driven, natural language assertions that understand what teams want to verify, not just how tests are written.
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