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AI NewsJPADatabases
Joining Tables Without Relation Using JPA Criteria
Explore how to construct a JPA criteria query to join tables without explicitly defining the JPA relationship, addressing challenges in legacy database designs.
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AI NewsDevOpsLinux
Linux: The Secret Weapon for Developers
Linux offers developers advantages in security, customization, and efficiency, powering over 90% of cloud servers.
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AI NewsMicroservicesDevOps
Message Schema Evolution in RabbitMQ: Using Virtual Hosts as Deployment Boundaries
This article details how to leverage RabbitMQ virtual hosts to mitigate risks during message schema evolution, preventing potential data loss and processing failures.
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AI NewsSoftware TestingAI
Meta Applies Mutation Testing with LLM to Improve Compliance Coverage
Meta’s Automated Compliance Hardening system uses LLMs to generate targeted mutants and tests, improving compliance coverage and reducing overhead by 73% test acceptance.
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AI NewsSoftware ArchitectureDevOps
2025 Year in Review: AI Accelerates Existing Software Delivery Challenges
Panelists reflect on 2025, noting AI's impact amplifies existing technical debt and demands stronger sociotechnical systems, forcing a reevaluation of platform engineering approaches.
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AI NewsCybersecurityThreat Intelligence
Scattered Lapsus$ Hunters Snared in Cyber Researcher Honeypot
Scattered Lapsus$ Hunters were lured into a honeypot using synthetic data, revealing their tactics and leading to information shared with law enforcement.
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AI NewsFinOpsCloud Computing
Understanding the Symptoms: Why Your FinOps Explainer Might Not Be Landing
This article details why FinOps explainers fail to drive adoption and provides solutions to demonstrate cloud cost business value, resulting in improved stakeholder engagement.
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AI NewsC#Software Engineering
Stop Scattering Your Business Logic: Meet Masterly.BusinessRules for .NET
Masterly.BusinessRules brings order to .NET validation chaos, offering a clean, composable engine to avoid scattered business logic.
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AI NewsCybersecurityBrowser Extensions
Two Chrome Extensions Stole ChatGPT & DeepSeek Chats from 900,000 Users
Security researchers discovered two malicious Chrome extensions with 900,000 installs secretly collecting ChatGPT and DeepSeek chats and browsing data.
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AI NewsPythonDevelopment
Understanding Python Virtual Environments: Why Every Python Developer Needs Them
Understanding the Dataset Behind a Fraud Detection Model
A well-understood dataset is critical for successful machine learning, with this fraud detection dataset containing transaction-level data designed to identify fraudulent financial activities.
An unpatched firmware flaw in the TOTOLINK EX200 allows authenticated attackers to enable unauthenticated root telnet access, granting full device control.
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AI NewsCybersecuritySoftware Supply Chain
VS Code Forks Recommend Missing Extensions, Creating Supply Chain Risk in Open VSX
AI-powered VS Code forks recommended non-existent extensions in Open VSX, leading to over 500 installs of a placeholder extension.
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AI NewsCybersecurityIAM
What is Identity Dark Matter?
Unmanaged identities create 'identity dark matter,' contributing to 27% of cloud breaches in 2024.
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AI NewsAPITelecom
Exposure Is Not Adoption: Why Most Telecom APIs Fail
Telecom APIs often fail to gain traction, not due to technical limitations, but because they lack product-level considerations like clear use cases and predictable economics.
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AI NewsJPASpring Data
Why Use the Returned Instance of Spring Data JPA Repository’s *save()* Call?
Learn why it is important to always use the instance returned by the *save()* method to avoid subtle bugs during persisting and merging operations.
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AI NewsMachine LearningData Science
Implementing Softmax From Scratch: Avoiding the Numerical Stability Trap
Learn how to implement Softmax from scratch and avoid numerical instability, a common issue leading to NaN gradients during deep learning model training.
NVIDIA released Nemotron Speech ASR, an open-source transcription model achieving approximately 7.84% WER at a 0.16s chunk size for low-latency applications.
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AI NewsCybersecurityFinTech
Advisor360 Automates Shadow AI Detection, Reducing Risk Assessment Time from Days to Seconds
Advisor360 reduced AI risk assessment from a week to seconds by implementing Harmonic Security's automated Shadow AI detection.
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AI NewsSoftware EngineeringProductivity
The Constraint: Solo Development of CRAFT Framework
CRAFT framework was developed by one person alongside a full-time job, completing 48 projects to validate its core methodology.
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AI NewsData AnalyticsCloud Computing
Best 5 AI Semantic Reasoning Tools for Databases
Five leading AI semantic reasoning tools for databases are examined, addressing the critical gap between raw data and meaningful insights for both humans and AI.
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AI NewsCybersecurityLegal
Bitfinex Hack Convict Gains Early Release Via First Step Act
Ilya Lichtenstein, convicted in the $71 million 2016 Bitfinex hack, was released to home confinement, highlighting the impact of the First Step Act.
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AI NewsDevOpsCI/CD
Building an End-to-End CI/CD Pipeline with Spring Boot, Jenkins, Kubernetes & Security Scans
A production-grade CI/CD pipeline was built, integrating versioning, SonarQube, Trivy, and Kubernetes, demonstrating a full cycle from code push to deployment.
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AI NewsCybersecurityInsurance
CISOs Face a Tighter Insurance Market in 2026
Cyber insurance rates are stabilizing after a period of softening, with experts predicting a 15% increase in global cyber premiums in 2026.