InfoQ Homepage Automation Content on InfoQ
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Confidently Automating Changes across a Diverse Fleet
Netflix engineer Casey Bleifer explains how the company is automating fleet-wide code changes and migrations at scale, driving adoption timelines down from months to mere days with confidence.
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The Ironies of A^2 I^2
J. Paul Reed explains the "ironies of automation" and AI in incident response. He discusses how reliance on AI can erode manual skills and camouflage system failures during high-stakes outages.
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Image Processing for Automated Tests
Stefan Dirnstorfer explains the evolution of image-based test automation, comparing GenAI agents like Claude 3.5/4.5 with traditional computer vision for resilient, internal-free frontend testing.
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Extreme DevOps Automation
Sérgio Amorim discusses how his 15-person DevOps team scales to support 1,300 engineers and 1,200 microservices at Revolut, a financial super app.
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Exploring the Unintended Consequences of Automation in Software
Courtney Nash explains the "ironies of automation" and advocates for a "joint cognitive systems" approach to AI.
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Automating Bare Metal to Improve Your Quality of Life
Julia Kreger discusses the competing forces and some use cases where Bare Metal is vital, emerging trends that are pushing the boundaries of hardware today, and the importance of automation.
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How DoorDash Ensures Velocity and Reliability through Policy Automation
Lin Du discusses the details of their approach at DoorDash; how they enabled their engineers to self-serve infrastructure through policy automation while ensuring both reliability and high velocity.
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Getting Developers into F1 Driver Seats with Security?
Henry Tze discusses a platform to develop on, automation, a perimeter to safeguard the best assets, and a user-centric container foundation.2
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Cognitive Digital Twins: a New Era of Intelligent Automation
Yannis Georgas presents the building blocks of a Cognitive Digital Twin and discusses the challenges and benefits of implementing one in an organization.
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Taming Configuration Complexity Made Fun with CUE
Marcel van Lohuizen discusses configuration at scale including the design of CUE, how configuration can go wrong, the need for testing and validation, and how CUE does holistic configuration.
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On beyond Serverless: CALM Lessons and a New Stack for Programming the Cloud
Joe Hellerstein shares lessons from research on how we can deliver stateful, communicating, autoscaling cloud software, describing ongoing work in the Hydro Project at Berkeley on programmable cloud.
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Developing and Deploying ML across Teams with MLOps Automation Tool
Fabio Grätz and Thomas Wollmann discuss the MLOps Automation tool, and how it can be used to perform DevOps tasks on ML across teams.
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