InfoQ Homepage Automation Content on InfoQ
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Automating Inventory at Stitch Fix
Sally Langford talks about the use of ML within StitchFix’s inventory forecasting system, the architecture they have developed in-house and their use of Bayesian methods.
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Hardware & Provisioning Engineering @Twitter
M. Singer and N. Johnson present the Provisioning Engineering system at Twitter, called Wilson, which together with Audubon is designed to handle every part of a server's lifecycle.
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Automation of Business Processes
Giuliano Lacobelli discusses the challenges faced automating business processes for a company with large API investments.
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IT Automation: Make the Server Great Again
Quentin Adam discusses some of the challenges of using IT hardware in the cloud.
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Automating at a Higher Level with Atomist
Jessica Kerr demonstrates the standard Atomist coordination and automation tools, plus how to program instant automation for a code and team.
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Effective Data Pipelines: Data Mngmt from Chaos
Katharine Jarmul discusses implementation decisions for those looking for a practical recommendation on the "what" and "how" of data automation workflows.
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Automating Chaos Experiments in Production
Ali Basiri discusses the motivation behind ChAP (Chaos Automation Platform), how they implemented it, and how Netflix service teams are using it to identify systemic weaknesses.
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Implementing Config Server and Extending It
Clint Checketts discusses the concerns to consider when rolling out a config server around security, encryption, and location of repositories, and Config Server's extensibility.
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The Psychology of Security Automation
Jason Chan discusses how security teams can use thoughtful tools and automation to improve relationships with development teams while creating a more secure and manageable environment.
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Building Confidence in a Distributed System
Sean T. Allen talks about creating repeatable tests using programmatic fault injection, message tracing, and auditing to create a trustworthy system which provides correct results.
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2-Speed DevOps for Cloud-minded Enterprise
Ming Zhou and Adam Lewis share their experience of building cloud automation and orchestration platforms.
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An Introduction to Property Based Testing
Aaron Bedra focuses on describing a system as a series of models that can be used to systematically and automatically generate input data and ensure that a code is behaving as expected.