InfoQ Homepage News
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Waymo Publishes Report Showing Lower Crash Rates Than Human Drivers
Alphabet's autonomous taxi company Waymo recently published a report showing its autonomous driver software outperforms human drivers on several benchmarks. The analysis covers over seven million miles of driving with no human behind the wheel, with Waymo cars having a 85% reduction in crashes involving an injury.
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Java News Roundup: GlassFish 8.0-M1, 2023 Highlights from Spring, BellSoft and WildFly
It was very quiet for the week of December 25th, 2023, but InfoQ found a few news items of interest that include: Eclipse GlassFish 8.0.0-M1, Apache Camel 3.22.0, Gradle 8.6-RC1, an updated draft specification for JEP 455, and retrospectives into the 2023 highlights from Spring, BellSoft and WildFly.
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Uber’s Checkenv Detects Cross-Environment RPC Calls to Prevent Data Leakage
Uber introduces CheckEnv, a tool using graphs to detect and manage cross-environment RPC calls in microservices, enhancing system reliability and preventing unintended interactions.
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Griffin 2.0: Instacart Revamps Its Machine Learning Platform
Instacart created the next-generation platform based on experiences using the original Griffin machine-learning platform. The company wanted to improve user experience and help manage all ML workloads. The revamped platform leverages the latest developments in MLOps and introduces new capabilities for current and future applications.
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MySQL Introduces Javascript Support in Preview
Oracle recently announced that the MySQL database server now supports JavaScript functions and procedures. JavaScript for stored routines is currently in preview and only available in the MySQL Enterprise Edition and MySQL Heatwave.
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Styra's Policy as Code Report: Identity and Access Management Drives Adoption
The State of Policy as Code report from Styra, based on a survey of 285 U.S. developers and technical decision-makers, highlighted that 97% of respondents believe policy as code is crucial for efficient software building in cloud environments. The report's key findings highlight policy as the code's role in enhancing development efficiency, security, and simplicity.
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Amazon Route 53 Resolver Introduces DNS over HTTPS Support for Enhanced Security and Compliance
AWS recently announced that Amazon Route 53 Resolver will support using the Domain Name System (DNS) over HTTPS (DoH) protocol for both inbound and outbound Resolver endpoints.
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Microsoft.CodeCoverage v17.8 Released with New dotnet-coverage Tool and Other Improvements
Microsoft recently revealed an upgraded version of its developer tools, version 17.8.0, introducing significant improvements to Microsoft.CodeCoverage tools. Notably, the update includes the introduction of the dotnet-coverage tool. Additional enhancements comprise new report formats, an auto-merge tool, performance upgrades, and improved documentation.
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Amazon Aurora Introduces Long-Awaited RDS Data API to Simplify Serverless Workloads
Recently, AWS introduced a new Data API for Aurora Serverless v2 and Aurora provisioned database instances. Currently available for PostgreSQL clusters only, the Data API doesn't require persistent connections to a database cluster, addressing a long-awaited need among developers to simplify serverless deployments.
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Bazel 7 Released with New Dependency Management System and More
Recently announced at BazelCon 23, Bazel 7 materializes several new features that have been in development for multiple years, including the new modular external dependency management system Bzlmod, a new optimizing "Build without the Bytes" mode, improved multi-target build performance thanks to Project Skymeld, and more.
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Collecting Git Performance Data Using trace2receiver and OpenTelemetry
GitHub recently introduced trace2receiver, an open-source tool that integrates with OpenTelemetry to analyze Git performance data. This tool allows users to identify performance issues, detect early signs of trouble, and highlight areas where Git itself can be enhanced.
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Stable Diffusion in Java (SD4J) Enables Generating Images with Deep Learning
Stable Diffusion in Java (SD4J) is a modified port of the Stable Diffusion C# implementation with support for negative text inputs. Stable diffusion is a deep learning text to image model based on diffusion. SD4J can be used, via the GUI or programmatically in Java applications, to generate images.
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Zendesk Moves from DynamoDB to MySQL and S3 to Save over 80% in Costs
Zendesk reduced its data storage costs by over 80% by migrating from DynamoDB to a tiered storage solution using MySQL and S3. The company considered different storage technologies and decided to combine the relational database and the object store to strike a balance between querybility and scalability while keeping the costs down.
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Quarkus LangChain4J Extension Allows Developers to Integrate LLMs in Their Quarkus Applications
Inspired by the presentation “Java Meets AI” at Devoxx BE 2023, the Quarkus team started working on an extension based on the LangChain4J library, the Java re-implementation of the langchain library. This would allow developers to integrate LLMs Quarkus applications. The current is version, 0.5. The extension was built using Quarkus' usual declarative style, resembling the REST client.
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The Upsides and Downsides of Open Source Adoption
Benefits of open source projects are supporting rapid innovation, the flexibility provided to customize and adapt tools, and transparency of the code which can enhance security efforts. The downsides are that security by obscurity doesn’t apply, open source is potentially prone to abuse, and when open source tools are not backed up by companies, it might result in a lower level of maintainability.