Moving a machine learning model from a notebook to a production system is harder than building the model itself. Here are four critical considerations—plus how DevOps practices can close the gap.
From OpenStack clouds to software-defined data centers and enterprise DevOps, open source crossed a tipping point in 2017. Here’s why the shift was inevitable.
Velocity alone won’t win in DevOps. Learn 11 practical toolchain integrations that let you crank up quality, resilience, compliance, and release speed — all at once.
Continuous testing, DevSecOps, and metrics-driven improvement were the three DevOps trends CA Technologies predicted would dominate 2017. Here is what each one means in practice.
Puppet and DORA announced the 2017 State of DevOps Survey, the sixth edition of the industry’s most comprehensive IT professional survey, exploring infrastructure architecture, team experimentation, and broader business outcomes.
OpsDev flips the traditional DevOps mindset by front-loading operational concerns — scalability, security, environment modeling, and release orchestration — from the very beginning of the software delivery lifecycle.
Convincing executive leadership to invest in DevOps and API-driven digital transformation requires speaking in business outcomes, not technical jargon. Here is how to frame the conversation and build a credible case.
Target CIO Mike McNamara explains how a grassroots DevOps movement, an immersive coaching program called “the Dojo,” and deep open-source engagement helped one of America’s largest retailers transform its engineering culture.
Automation is indispensable to DevOps, but it is not DevOps itself. Understand why culture, architecture, and shared goals are just as foundational as any automation toolchain.
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Learn how Chef Habitat uses dynamic linking and ELF binary metadata to guarantee that the exact dependencies linked at build time are loaded at runtime, enabling true application portability across Linux environments.
Containers and DevOps go hand in hand. From security isolation to rapid deployment automation, here are seven reasons why container technologies are a natural match for modern DevOps teams.
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Combining Agile and DevOps practices compounds the benefits of each individually — driving higher employee engagement, customer satisfaction, and business growth, according to industry research.
Cloud migration trades visibility for agility. Learn the four key requirements for monitoring virtualized networks—horizontal scale, inter-segment security, container support, and DevOps elasticity—without overwhelming your tooling.
Are performance optimization and deep technical learning really irrelevant to the average developer? Here’s why investing in your craft—even two to four hours a week—matters more than you think.
A survey of 1,000 software professionals reveals where database DevOps stands today — from deployment frequency to the biggest barriers teams face when bringing databases into the DevOps pipeline.
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APIs are transforming IT infrastructure by enabling automation, operational efficiency, DevOps workflows, disaster recovery, and cost reduction. Here’s how businesses are using them today—and where the technology is headed.
