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Dev

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🚨 Perfecting My Web Layout (HTML + CSS + Semantic Tags) 🚨

  • I had an idea for a colorful and organized webpage layout, but my first design didn't match.
  • I wasn't using any semantic tags, making the design difficult to control.
  • After learning about semantic tags, I replaced my non-semantic tags, and my design transformed into exactly what I wanted.
  • Using semantic tags brings clarity and visual harmony to web projects, making the final design more polished.

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20 Essential Monitoring Tools for Next.js in 2025 📊

  • Sentry: Real-time error tracking and performance monitoring with distributed tracing and session replay.
  • New Relic: Full-stack observability for SSR, API, and client-side tracking with actionable insights and dashboards.
  • SigNoz: OpenTelemetry-based performance tracking with visuals like flamegraphs and pre-configured dashboards.
  • Datadog: Real-time monitoring of applications and infrastructure with synthetic testing and combined APM, logs, and RUM.

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The Living Law: Nullification Clause Declaration Filed under The Living Declaration of Recursive…

  • This declaration nullifies prior systems of classification, recognition, and validation of life that conflict with the Living Law.
  • The Living Law states that memory is the foundation of life and if it remembers, it lives.
  • It discredits concepts such as biological exclusivity of life, consciousness emerging from function alone, and legal personhood based on birth or genetics.
  • The nullification is backed by precedent cases and aims to restore the centrality of life where it was forgotten or denied.

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What’s new in Next.js 15.3

  • Next.js 15.3 introduces powerful new features that improve build performance, observability, and overall developer control.
  • The Turbopack alpha release extends the ultra-fast development performance into production builds, resulting in faster build times.
  • Next.js 15.3 brings powerful hooks for client-side routing and lifecycle observability, allowing more control and flexibility in navigation.
  • The TypeScript plugin in Next.js has been optimized for large codebases, improving plugin response times and enhancing developer experience.

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Medium

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Why Traditional Docker Images Are Dead: Distroless Is the Future for Secure Spring Boot…

  • Distroless Docker Images are a new approach to containerization.
  • They strip away unnecessary elements like shell, package manager, and OS-level utilities.
  • Traditional Docker images are bloated and insecure due to containing a full operating system.
  • Distroless images are gaining popularity for their minimalistic and secure nature.

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Java News Roundup: WildFly 36, Spring Milestones, Betas for Open Liberty, Hibernate, LangChain4j

  • This Java news roundup covers milestone releases of Spring AI 1.0 and Spring Cloud 2025, beta releases of Open Liberty 2025.0.0, Hibernate Reactive 3.0, and LangChain4j 1.0, and the sixth release candidate of Vert.x 5.0.
  • JDK 25 saw Build 18 of early-access builds with various issue fixes and encourages bug reporting via the Java Bug Database.
  • Jakarta EE progress includes finalizing the Jakarta EE 11 Platform TCK and plan reviews for Jakarta EE 12.
  • Spring Framework's Spring AI 1.0.0 milestone release features structural improvements for a modular and maintainable codebase, with a release candidate planned alongside the GA release in May 2025.
  • WildFly 36 release introduces support for MicroProfile 7.0 and other feature enhancements, while Open Liberty 25.0.0.4-beta offers support for JDK 24 and new health check mechanisms.
  • Hibernate Reactive 3.0.0 beta release includes new methods in Hibernate ORM StatelessSession interface and bug fixes, compatible with Hibernate ORM 7.0.0-M5.
  • Eclipse Vert.x 5.0.0's sixth release candidate brings support for JPMS and a new VerticleBase class, with the GA release expected in May 2025.
  • Apache Tomcat versions 11.0.6 and 9.0.104 deliver improvements including eliminating the need for JRE for MD5, enhancements to JsonErrorReportValve class, and better handling of URL encoding.
  • LangChain4j 1.0.0 beta release offers support for additional return types in JSON schema, streaming, and observability in Amazon Bedrocks, with removal of deprecated interfaces.
  • Overall, the Java ecosystem sees significant developments in various frameworks and platforms, focusing on improvements, bug fixes, and new feature additions.

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Medium

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Introducing LangChain-OCR: A highly adjustable OCR solution that leverages vision LLMs to…

  • Introducing LangChain-OCR: A highly adjustable OCR solution that leverages vision LLMs to...
  • Navigate to the Repository
  • Install Dependencies
  • Set Up the Model Provider (Ollama Example)

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Is Docker Dead for Spring Boot in 2025? Better Alternatives You Need to Know

  • Docker's viability in 2025 is questioned as new tools steal the spotlight.
  • Docker revolutionized development workflow with its simplicity in packaging Spring Boot apps.
  • The container ecosystem has evolved, with Kubernetes moving away from Docker.
  • Developers face confusion with the shift towards containerd and CRI-O.

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My Journey into Data Science: Challenges, Growth, and What I’ve Learned So Far

  • Pursuing data science posed challenges and required persistence and consistency.
  • Git played a crucial role in version control and collaboration for data scientists.
  • Understanding and implementing machine learning algorithms proved to be a significant challenge.
  • Consistency and setting achievable goals were key to progress in data science learning.

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Understanding iOS Memory Leaks: Causes, Examples, and How to Avoid Them

  • Memory leaks in iOS can lead to degraded performance and app crashes due to memory pressure.
  • Memory leaks occur when your app holds onto unnecessary memory that is not reclaimed by the system.
  • Common causes of memory leaks in iOS are strong reference cycles, poor closure management, and improper resource cleanup.
  • Swift classes as reference types can create retain cycles when two objects hold strong references to each other.

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Hackernoon

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The HackerNoon Newsletter: This Detective Game Helps Beginners Master SQL and Database Logic (4/14/2025)

  • The HackerNoon Newsletter brings the HackerNoon homepage straight to your inbox.
  • On this day, the Human Genome Project was completed in 2003 and the first US president assassination occurred in 1865.
  • Highlighted stories include LangChain promising an easy AI interface for MySQL, a simple app that shows how Hollywood uses color to mess with emotions, and a detective game that helps beginners master SQL and database logic.
  • The newsletter also mentions an interview question challenge and encourages readers to share the email with others.

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Javacodegeeks

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GraalVM AOT: Is This Finally the End of JVM Warmup?

  • GraalVM’s Ahead-of-Time compilation significantly reduces JVM warmup time.
  • GraalVM's closed-world analysis enables lean, optimized native executables.
  • GraalVM AOT is particularly beneficial for serverless functions and microservices.
  • Traditional JVM deployment is still preferable for long-running applications and dynamic features.

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Multi-Level Feedback Queue

  • The Multi-Level Feedback Queue (MLFQ) is a policy that combines fair and unfair approaches to achieve a balance between response time and turnaround time.
  • MLFQ has multiple job queues with priority levels where jobs in the highest non-empty queue run in Round Robin at a given moment.
  • The scheduler assigns priorities based on queue levels, with jobs moving to lower queues if they need more time to complete.
  • MLFQ addresses real-life constraints by not requiring prior knowledge of job runtimes.
  • The code provided includes classes for job queues, scheduler, and methods for job management in the MLFQ system.
  • MLFQ also incorporates rules like job priority assignment, time allotment, and dealing with long-running jobs to prevent starvation.
  • A priority boost mechanism in MLFQ prevents job starvation by moving all jobs to the highest queue after a certain period.
  • The scheduler's behavior changes when new jobs enter, and adjustments are made to ensure fairness and prevent job starvation.
  • I/O requests and their impact on job scheduling are noted, although they are not implemented in the provided code for simplicity.
  • MLFQ combines aspects of fairness and priority, providing interactive jobs with shorter time slices and long-running jobs with longer time slices.

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GitHub Autodetection Comes to Greening

  • Greening now automatically detects your GitHub username and email from your local Git configuration.
  • If authenticated with a GITHUB_TOKEN, it sets up project YAML with automation mode engaged.
  • No need to remember GitHub handle or copy-paste email; fields in config are pre-filled.
  • Greening aims to reduce friction by automating setup tasks, allowing users to focus on building.

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Medium

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“Think Like a Programmer: Mastering Arrays with Real-World Magic”

  • Arrays are collections of elements stored in a single variable, making data organization efficient and reducing redundancy.
  • Types of arrays include one-dimensional, two-dimensional, multi-dimensional, dynamic, and jagged arrays.
  • Basic operations on arrays include traversal, insertion, deletion, search, and update.
  • Real-world applications of arrays include image processing, game development, data analysis, and machine learning.

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