InfoQ Homepage News
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KubeCon EU: Backstage, Crossplane and Others Preparing for CNCF Graduation
More projects from the CNCF incubated level are preparing to graduate for an ever-widening cloud native ecosystem. The Backstage community has worked on a more robust architecture, and Crossplane aimed to improve its developer DX. KubeFlow and Volcano, both tools promising to improve AI adoption within the Kubernetes ecosystem, are working on easier installation and more features, respectively.
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How to Tame Technical Debt in Software Development
According to Marijn Huizenveld, discipline is key to preventing accumulating technical debt. In order to be disciplined you should make it difficult to ignore the debt. Heuristics like fixing small issues immediately, agreeing on a timebox for improvement, and making messy things look messy, can help tame technical debt.
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xAI Opens Grok as an Open-Source Model
Elon Musk announced that xAI would make its AI chatbot Grok open source, and now the release is accessible on GitHub and Hugging Face. This move enables researchers and developers to expand upon the model, influencing how xAI evolves Grok in the face of competition from tech giants like OpenAI, Meta, Google, Microsoft, and others.
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Redis Switches to SSPLv1: Restrictive License Sparks Fork by Former Maintainers
Redis has recently announced a change in their license by transitioning from the open-source BSD to the more restrictive Server Side Public License (SSPLv1). The move has promptly led to a fork initiated by former maintainers and reignited discussions surrounding the sustainability of open-source initiatives.
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DigitalOcean Introduces CPU-based Autoscaling for its App Plaform
DigitalOcean has launched automatic horizontal scaling for its App Platform PaaS, aiming to free developers from the burden of scaling services up or down based on CPU load all by themselves.
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Vitess Version 19 Released: Ends Support for MySQL 5.7, Improves MySQL Compatibility
Recently, Vitess launched its latest stable release v19. The highlights of this update include metrics for monitoring stream consolidations, improved query compatibility with MySQL for multi-table delete operations, support for incremental backups, and various performance enhancements, among other features.
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Netflix Uses Metaflow to Manage Hundreds of AI/ML Applications at Scale
Netflix recently published how its Machine Learning Platform (MLP) team provides an ecosystem around Metaflow, an open-source machine learning infrastructure framework. By creating various integrations for Metaflow, Netflix already has hundreds of Metaflow projects maintained by multiple engineering teams.
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.NET Aspire Preview 4: Database Managament Tools, Podman and More Cloud APIs Support Added
This month, Microsoft revealed the availability of the .NET Aspire - fourth preview. Preview 4 brings improvements across various aspects of its framework, addressing key community requests. Key areas of focus include enhancements to Entity Framework components, support for Podman, more Cloud APIs support and adjustments to the application model for easier resource management.
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Copilot in Azure SQL Database in Private Preview
Microsoft has announced a private preview of Copilot for SQL Azure, which offers a natural language for SQL conversion and self-help for database administration.
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GraalVM for JDK 22 Delivers Support for JDK 22 JEPs and New Truffle Version
Oracle released GraalVM for JDK 22, internally versioned 24.0. Java 22 was recently released and Oracle GraalVM for JDK 22 supports most of the JDK Enhancement Proposals (JEPs) of Java 22.
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Dagger Enables Developer Functions for CI/CD and Opens the Daggerverse
The open-source Dagger project, which aims to be "CI/CD as code that runs anywhere," recently released version 0.10. This release introduces custom Dagger Functions, a feature that simplifies CI scripts while expanding possibilities for developers seeking cleaner, more efficient pipelines. Also announced is the Daggerverse - a searchable index for public Dagger Functions.
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Terraform 1.7 Adds Config-Driven Remove and Test Mocking Ahead of OpenTofu
Hashicorp announced the release of Terraform 1.7, a new version of the popular Infrastructure as Code (IaC) tool. Terraform now supports config-driven remove capability, a safer way to remove resources from the managed stack’s state data. The new version also comes with mock providers and overrides, as well as several other enhancements in the test framework.
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Researchers Open-Source LLM Jailbreak Defense Algorithm SafeDecoding
Researchers from the University of Washington, the Pennsylvania State University, and Allen Institute for AI have open-sourced SafeDecoding, a technique for protecting large language models (LLMs) against jailbreak attacks. SafeDecoding outperforms baseline jailbreak defenses without incurring significant computational overhead.
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Enhancing Engineering Design and Collaboration with Azure’s New Secure Simulation Workbench
Microsoft recently launched the public preview of Azure Modeling and Simulation Workbench (MSWB). This fully-managed engineering environment enables secure user collaboration while protecting data and IP via multi-layered security and access control solutions.
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AI, Orchestration, Native Network and K8sGPT: KubeCon EU Highlights New CNCF Sandbox Projects
As highlighted at the recent KubeCon EU 2024 conference, several new projects joined the CNCF sandbox in December across a range of categories: kube-burner in CI/CD, Kuasar in the container runtime, K8sgpt in the observability, KRKN in chaos engineering, easegress in API Gateway, spider pool in Cloud-native network and kubestellar in Scheduling and Orchestration.