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At Embedded Linux Conference Europe 2026, Wolfram Sang discussed the Linux building blocks for asymmetric multiprocessing (AMP). He highlighted the solid foundation but noted challenges like...

The Async Multiprocessing Has Sound Foundations in Linux, But Further Testing is Needed

InfoQ InfoQ · 2026-10-07T16:16:00Z

Zhou Yu discusses why AI agents stall in demo phase and shares how simulation-driven testing solves compliance and reliability bottlenecks. Learn how Columbia and Arklex AI use synthetic user...

Presentation: From AI Agent Demo to Production: Automated Testing and Evaluation

InfoQ InfoQ · 2026-09-07T11:00:00Z

By using a sustainable testing strategy, you can skip unnecessary tests, ensure failing fast and early, and only run tests affected by code changes. Tracking energy use per test and using static...

How to Make Testing More Sustainable

InfoQ InfoQ · 2026-08-27T11:53:00Z
从一键部署到 AI 洞察:基于 Serverless 架构与 LLM 的压测与分析平台 Load Testing Pilot

Load Testing Pilot是一个基于Serverless架构的分布式压测与AI分析平台,专为亚马逊云科技中国区域设计。它通过CloudFormation一键部署,支持JMeter、K6等四种压测方式,并利用LLM生成脚本和结构化分析报告。平台自动采集ELB、EC2等全链路指标,定位性能瓶颈,提供优化建议,降低运维成本。

从一键部署到 AI 洞察:基于 Serverless 架构与 LLM 的压测与分析平台 Load Testing Pilot

亚马逊AWS官方博客 亚马逊AWS官方博客 · 2026-07-24T09:29:04Z

Agentic testing is an AI-driven approach to end-to-end test automation introduced by Slack engineering. It uses AI agents that execute workflows based on intent rather than fixed scripts, adapting...

Slack Introduces Agent Driven End-to-End Testing to Improve Resilience in UI Test Automation

InfoQ InfoQ · 2026-07-10T13:48:00Z

Currently available as a beta in Xcode 27, Swift 6.4 introduces a range of enhancements: better C interoperability, simplified OS availability check, fine-grained warning control, async support in...

Swift 6.4 Brings New Language Features and Swift Testing/XCTest Interop

InfoQ InfoQ · 2026-06-28T08:00:00Z

Google has shared details of its fleet wide large scale A/B experimentation system designed to standardize experiment assignment, exposure logging, and configuration propagation across distributed...

Inside Google’s System for Coordinated A/B Testing across its Global Service Fleet

InfoQ InfoQ · 2026-06-03T14:54:00Z

本文讨论了智能体测试与AI辅助测试的区别。智能体测试由AI自主完成测试流程,包括规划、执行、适应和治理,强调闭环反馈机制。在选型时需考虑工具的范围、可衡量结果和治理能力,以确保测试质量和效率。

TIL:Agentic Testing——AI 替你跑质量流程

暗无天日 暗无天日 · 2026-05-30T00:00:00Z

What happens when AI runs your life for a year? NBC News Chief Technology Analyst Joanna Stern reveals surprising gains—and unsettling trade-offs—to embedding AI into everything from labor to leisure.

Author Talks: Testing AI’s limits in a one-year experiment

McKinsey Insights & Publications McKinsey Insights & Publications · 2026-05-20T00:00:00Z

Using Copilot along with strong reliability safeguards, DoorDash migrated their iOS XCTest-based test suite to Swift Testing, thus modernizing a large test suite quickly, safely, and with...

DoorDash Used Copilot to Convert Its XCTest-Based iOS Test Suite to Swift Testing

InfoQ InfoQ · 2026-05-04T10:00:00Z

Meta introduces Just-in-Time (JiT) testing, a dynamic approach that generates tests during code review instead of relying on static test suites. The system improves bug detection by ~4x in...

Meta Reports 4x Higher Bug Detection with Just-in-Time Testing

InfoQ InfoQ · 2026-04-17T14:49:00Z
Mesa 26.1-rc1 Released for Testing, Featuring Numerous New Vulkan Extensions and Optimizations

Mesa 26.1-rc1于2026年4月15日发布,标志着每周候选版本的开始,预计稳定版将在5月推出。新版本引入多个Vulkan驱动程序扩展和性能优化,特别是在Intel和AMD硬件上的游戏性能提升,同时改进了Rusticl OpenCL、Zink优化及对Intel Nova Lake P的实验性支持。

Mesa 26.1-rc1 Released for Testing, Featuring Numerous New Vulkan Extensions and Optimizations

实时互动网 实时互动网 · 2026-04-16T02:37:37Z
【译】 Microsoft.Testing.Platform 现已在 Azure DevOps 中得到全面支持

Microsoft.Testing.Platform现已全面支持Azure DevOps,提供与DotNetCoreCLI任务的无缝集成,简化了测试重试和结果发布流程。

【译】 Microsoft.Testing.Platform 现已在 Azure DevOps 中得到全面支持

dotNET跨平台 dotNET跨平台 · 2026-03-20T23:57:28Z
【译】 GitHub Copilot Testing for .NET 将 AI 驱动的单元测试引入 Visual Studio 2026

GitHub Copilot 的 .NET 测试功能已在 Visual Studio 2026 v18.3 正式发布,支持快速生成高质量单元测试。该功能通过自然语言描述测试需求,自动生成并运行测试,简化测试流程,提高工作效率。

【译】 GitHub Copilot Testing for .NET 将 AI 驱动的单元测试引入 Visual Studio 2026

dotNET跨平台 dotNET跨平台 · 2026-03-16T00:01:50Z

新生命团队的IPacket体系提供四种数据包实现,性能优异。ArrayPacket综合性能最佳,构造和读取速度快,建议作为通用首选。OwnerPacket适合网络IO,MemoryPacket和ReadOnlyPacket在多线程下表现良好。测试显示,Slice操作的装箱开销和PacketHelper.ToStr的性能瓶颈需优化。

【2026测03】IPacket Packet Performance Testing

dotNET跨平台 dotNET跨平台 · 2026-03-04T23:45:18Z

Go语言的网络测试面临同步阻塞和死锁问题,Go团队提议引入testing/nettest,提供高仿真的内存网络栈,支持异步、缓冲和错误注入,以提高测试的稳定性和效率。

告别 Flaky Tests:Go 官方拟引入 testing/nettest,重塑内存网络测试标准

Tony Bai Tony Bai · 2026-02-09T16:00:00Z

An open-source testing platform and SDK for LLM and agentic applications that generates test scenarios and evaluates model outputs.

Rhesis - An open-source testing platform and SDK for LLM and agentic applications that …

云原生 云原生 · 2025-11-20T16:22:23Z

I am building an API project, where I have a controller called C1, which calls service S1. Within this service, there are multiple method invocations to services S2and S3 and S4, as well as a call...

Is integration-testing all services the best approach?

Hot Monthly Questions - Software Engineering Stack Exchange Hot Monthly Questions - Software Engineering Stack Exchange · 2025-11-16T10:40:29Z
演讲:Slack的人工智能驱动混合方法在大规模迁移中从Enzyme到React Testing Library

戈尔巴乔夫在演讲中讲述了从Enzyme迁移到React Testing Library的复杂过程,强调了自动化和人工智能在提升开发效率中的重要性。他介绍了团队如何结合AST和LLM的方法成功转换测试用例,最终实现了80%的代码转换成功率。

演讲:Slack的人工智能驱动混合方法在大规模迁移中从Enzyme到React Testing Library

InfoQ InfoQ · 2025-09-02T16:03:00Z
微软推出Azure App Testing:负载测试与端到端测试的统一平台

微软推出Azure App Testing,将Azure Load Testing与Microsoft Playwright Testing整合,提供统一的资源管理和计费体验。该平台利用人工智能加速高并发跨浏览器端到端测试,帮助用户模拟真实流量并识别性能瓶颈。

微软推出Azure App Testing:负载测试与端到端测试的统一平台

InfoQ InfoQ · 2025-08-15T10:00:00Z
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