InfoQ Homepage Automated Deployment Content on InfoQ
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How AI Supports IT Operators to Resolve Issues Faster and Keep Systems Running
AIOps is all about equipping IT teams with algorithms that can help in quicker evaluation, remediation or actionable insights based on their historical data without the need to solicit feedback from users directly. AI can help IT operators to work smart, resolve issues faster and keep the systems up and running to deliver great end-user experience.
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Aqua Security Reports Large Increase in Supply Chain Attacks
Aqua Security's recent report highlights the increasing threat of supply chain attacks. According to the report, supply chain attacks grew by 300% from 2020 to 2021 while the level of security across software development environments remained low. Google and the CNCF have recently released papers detailing approaches to improving the security of the supply chain.
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How GitHub Does DevOps for its iOS and Android Apps
GitHub relies heavily on GitHub Actions to manage the release process for their iOS and Android apps. Using the right tools to automate the process allows the mobile team to ship a new release every week, GitHub engineer Taehun Kim explains.
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HashiCorp Waypoint Adds Triggers and External Data Fetching
HashiCorp has released version 0.7 of Waypoint, their open-source application deployment tool. This release presents a number of redesigns to the user interface, the introduction of scripting and continuous integration lifecycle operations via triggers, external data fetching, and scoping of configurations to specific workspaces.
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AWS Announces Construct Hub and New Version of AWS Cloud Development Kit at re:Invent 2021
Recently, AWS announced the general availability (GA) of version 2.0 of the AWS Cloud Development Kit (AWS CDK) and AWS Construct Hub during its annual re:Invent conference.
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ClusterFuzzLite Brings ClusterFuzz to GitHub Actions and Other CI/CD Pipelines
ClusterFuzzLite, as implied by its name, is a light version of Google ClusterFuzz, a tool aimed to find security and stability issues in software systems through fuzz testing. ClusterFuzzLite is meant to be integrated in a CI pipeline with a few lines of code, says Google.
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Qovery: a Heroku for Almost Any Cloud Provider?
Qovery started on a journey to build a developer’s productivity tool which would allow scaling companies to keep up the rapid pace of delivery, without sacrificing quality or stability. One way is by combining the simplicity and “magic” of a PaaS, like Heroku, with IaaS’ flexibility. In a conversation with InfoQ, the CEO and founder, Romaric Philogene, provided more insights into their journey.
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Pants Build System Adds Support for Java, Scala, and Go
In its upcoming release, now available to early adopters, build system Pants adds Java, Scala, and Go to previously supported Python. InfoQ has spoken with Benjy Weinberger, one of the creator of Pants alongside John Sirois, and currently CEO of Toolchain, Pants' main sponsor.
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GitHub Introduces Projects, Updates Codespaces, Copilot, Code Scanning, and More
At its Universe 2021 conference, GitHub promoted its new Issues experience to public beta, providing projects and dynamic tables, expanded Copilot support for Jetbrains and Java, added Ruby support for code scanning, and announced many more features.
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Lowering Recovery Time through AI-Enabled Troubleshooting
Machine learning algorithms for anomaly detection can assist DevOps in daily working routines, where generalized ML models are trained and applied to detect hidden patterns and identify suspicious behaviour. Applied machine learning for IT-operations (AIOPs) is starting to move from research environments to production environments in companies.
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Litmus 2.0 Release Includes Multi-Tenancy, Chaos Workflows, GitOps, and Observability
Last month, Litmus 2.0 was released for general availability, with the goal of simplifying chaos engineering by adding new features like chaos center, chaos workflows, GitOps for chaos, multi-tenancy, observability, and private chaos hubs. InfoQ interviewed Umasankar Mukkara, CEO of ChaosNative and co-creator and maintainer of Litmus engineering platform.
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Travis CI Vulnerability Potentially Leaked Customer Secrets
Popular continuous integration and delivery service Travis CI disclosed a vulnerability that potentially leaked secure environment variables, including signing keys, access credentials, and API tokens. The flaw was quickly fixed on September 10, but the developer community found Travis CI handling of this issue insufficient.
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How a Test Strategy Helped to Increase Deployment Maturity and Product Quality
Implementing a test strategy helped an organization to move away from push and pray deployment toward continuous and confident deployment to production. The organization mapped their test strategy in a framework with different enablers, which has helped them align on quality metrics for the whole product together with a strong safety net of tests before moving to production.
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MLOps: Continuous Delivery of Machine Learning Systems
Developing, deploying, and keeping machine learning models productive is a complex and iterative process with many challenges. MLOps means combining the development of ML models and especially ML systems with the operation of those systems. To make MLOps work, we need to balance iterative and exploratory components from data science with more linear software engineering components.
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How External IT Providers Can Adopt DevOps Practices
IT suppliers can follow the “you build it, you run it” mantra by working in small batches, using an experimental approach to product development, and validating small product increments in production. The supplier has to find out what his client’s goal is, and it has to become the supplier’s goal as well to work in a collaborative way.