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

civo

An introduction to GPU time-slicing

Jan 22, 2026 By Jubril Oyetunji In Civo
GPUs are no longer a niche component. Gamers know them for immersive graphics, workstation users rely on them for balanced performance, and in the age of AI, GPUs have become one of the most in-demand resources in modern infrastructure. They are also expensive. That reality creates two immediate constraints, for individuals and enterprises alike: GPU-backed instances should be provisioned deliberately, and once provisioned, they should be used efficiently.
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atlassian

A cleaner, customizable Bitbucket navigation is here

Jan 22, 2026 By Markus te Grotenhuis In Atlassian
Last month we shared that a new navigation system is coming to Bitbucket, and we know many of you have been eager to see what it looks like. Today, we’re happy to share that the new navigation is available for to all Bitbucket users. This article covers what’s changing in Bitbucket, when it’s happening, and how you can share feedback with us.
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cloudzero

AI Anomaly Detection: Catch AI Cost Surprises Before They Kill Margins

Jan 22, 2026 By Lyne Carolyne In CloudZero
Consider this: traditional cloud cost monitoring was like checking your fuel gauge once a month — after the trip was already over. That model worked when infrastructure scaled slowly. You provisioned resources predictably and paid for stable, linear usage. AI breaks that model. Today, AI costs behave like a high-performance engine with a hypersensitive throttle. A small input, like a prompt change or a single power user, can dramatically increase your fuel burn in seconds.
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Why Infrastructure Stability Is Critical for Reliable DevOps Pipelines

Why Infrastructure Stability Is Critical for Reliable DevOps Pipelines

Jan 22, 2026 By OpsMatters In OpsMatters
Automation in DevOps helps teams move code from a commit to production faster. But it only works when the infrastructure is reliable and consistent. If servers fail, configurations drift, or scaling behaves unexpectedly, even a well-built pipeline can break. Stable infrastructure is what lets teams deploy many times a day with confidence instead of spending hours fixing failed releases. Often, the biggest difference between strong DevOps teams and struggling ones is how dependable their infrastructure is for continuous delivery.
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devart

How to Use PostgreSQL AI for Query Writing and Optimization

Jan 21, 2026 By Rosemary Asufi In Devart
PostgreSQL AI is gaining attention as SQL complexity increases in production environments. It addresses a common problem: extended queries that accumulate joins, nested logic, and edge cases. Without AI assistance, these queries are often harder to write and review, driving 20–40% of developer time into debugging. In practice, these challenges affect PostgreSQL users in different ways.
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devart

HubSpot and QuickBooks Integration: Best Practices for 2026

Jan 21, 2026 By Rosemary Asufi In Devart
HubSpot QuickBooks integration is now a core operational requirement as data silos continue to disrupt workflows across 82% of enterprises. It addresses a critical failure point between CRM and accounting, where disconnected systems fragment customer, invoice, and revenue data. In practice, this separation often leads to duplicated customer data, invoice corrections, and revenue reports that lag behind real activity.
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civo

2026 insights into the Indian cloud market

Jan 21, 2026 By Emma Stewart-Oram In Civo
India is no longer just a fast-growing cloud market; it is becoming a strategically vital one. What was once a race for cost efficiency and global hyperscaler expansion has evolved. Today, India’s cloud landscape is being reshaped by a new reality: the need for AI infrastructure, true data sovereignty, and the ambition to own its digital future. Following the discussion at Civo Navigate India 2025, one thing is clear: the status quo is shifting.
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