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

AI Can't Prove Compliance by Itself

Jan 23, 2026 By Kosli In Kosli
AI is moving fast, and it’s tempting to believe it can automate software governance end to end. But compliance and security aren’t probabilistic problems. They don’t accept “close enough.” They don’t accept summaries. They can’t tolerate hallucinations. Governance depends on facts. Irrefutable, provable evidence of how systems actually changed.
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How Does Website Infrastructure Impact Operational Efficiency in Growing Teams?

How Does Website Infrastructure Impact Operational Efficiency in Growing Teams?

Jan 23, 2026 By OpsMatters In OpsMatters
Growing teams don't struggle because of big strategic questions first. They stumble on slow dashboards, broken logins, and sites that freeze during peak traffic. Website infrastructure either clears the runway or scatters debris across it. When systems respond fast, teams ship faster, support fewer fires, and argue less about whose tool failed. Poor infrastructure does the opposite. It multiplies tickets, adds delays, and burns morale. The pattern shows up in every scale-up: technology either amplifies discipline or exposes chaos instantly, sometimes in a single intense quarter of growth.
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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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env0

Drift Under Control: Keep Your Infrastructure Consistent with Continuous Detection, Intelligent Analysis, and Safe Remediation

Jan 22, 2026 By Hadas Weinrib In env0
In cloud-native environments, infrastructure is in constant flux. Teams move fast, leveraging Infrastructure-as-Code (IaC), ephemeral resources, and automation to iterate quickly. But speed brings a cost: configuration drift. A single manual change in the cloud console, an untracked automation script, or an out-of-band fix can cause your infrastructure to fall out of sync with code. Over time, this erodes trust, breaks pipelines, and introduces silent risk.
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MCP: Why AI Needs Git Intelligence

Jan 22, 2026 By GitKraken In GitKraken
GitKraken CTO Eric Amodio breaks down the Model Context Protocol (MCP) and explains why Git intelligence is critical for AI agents at GitKon 2025. In this session, Eric covers: What MCP is and why every major AI company adopted it Why AI needs Git history, not just file system access How GitKraken MCP removes Git pain safely The future of agentic developer workflows How Commit Composer uses AI to organize commits without losing data.
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GitKraken Insights | Engineering Intelligence in Minutes

Jan 22, 2026 By GitKraken In GitKraken
Most software intelligence tools take months to implement, cost a fortune, and end up collecting dust. GitKraken Insights is different. It helps engineering leaders measure what matters: AI impact, code quality, delivery performance, and developer experience, all in one place. It’s the latest evolution of the GitKraken DevEx platform, trusted by over 40 million developers. Insights connects data from across your GitKraken tools to give you a complete picture of engineering health and value. We're talking DORA metrics, pull request metrics, and AI impact.
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