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Building NGINX with ngx_http_consul_backend_module via Ansible

Integrating dynamic service discovery into NGINX is crucial for modern microservices environments, such as with Nomad and Consul for service orchestration.
The ngx_http_consul_backend_module enables NGINX to query Consul at request time, eliminating the need for manual reloads when backends change.
Using ngx_http_consul_backend_module provides real-time results and ensures traffic is always routed to healthy instances.
The module allows NGINX to act as a dynamic Consul-aware load balancer, particularly beneficial for environments with frequent scaling changes.
Benefits include real-time service discovery, built-in health checks, automated load balancing, and no downtime for changes in service instances.
The Ansible role automates building NGINX with the Consul module through a structured process, including installing dependencies, downloading sources, and configuring NGINX.
The build process involves steps like installing required packages, downloading and extracting sources, building the Consul backend module, configuring NGINX build, and setting up NGINX as a systemd service.
The role ensures idempotency, making re-running the playbook safe, and provides an organized way to build NGINX with custom modules, such as the Consul backend module.
LiveAPI, introduced by Maneshwar, aims to simplify API endpoint indexing and documentation, offering interactive API docs for easy endpoint exploration.

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Dev

354

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Hidden Gems of GCP: Powerful Services You’re Probably Not Using

The article explores hidden but powerful Google Cloud Platform (GCP) services beyond the commonly used ones like Compute Engine and BigQuery.
Highlighted services include Cloud Run for serverless containerized apps, Firestore for real-time data syncing, Cloud Scheduler for cron jobs, Secret Manager for secure data storage, Cloud Tasks for task queuing, Dataflow for stream and batch processing, Memorystore for in-memory caching, and Cloud Build for CI/CD.
Practical examples and details are provided for each service to showcase their capabilities and use cases.
The article emphasizes the advantages of these lesser-known GCP services in terms of efficiency, scalability, ease of use, and cost-effectiveness.
EligibleForWebStory: true

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Dev

316

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Oracle 23ai — Applying Grid Infrastructure Patches via GUI(Zero-Downtime)

In Oracle 23ai, Grid software patches can be applied using gridSetup.sh script with a GUI interface.
The process can be carried out with zero downtime for applying Release Update 23.6 to Grid Infrastructure version 23.5.
To start, Grid Infrastructure software version 23.6 needs to be installed as software only.
After installation, the /grid/23.6/root.sh script needs to be executed to configure Grid Infrastructure.
Executing the script launches the Grid Infrastructure Setup Wizard for patch application.
The final step involves running /grid/23.6/root.sh script to apply the patch after configuration.
The patch application process involves pre-patch and post-patch steps for successful updating.
Upon completion, the Oracle Grid Infrastructure version is upgraded to 23.6 successfully.
The Oracle Grid Infrastructure version is confirmed as 23.6 after the patch application.

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18 Likes

Medium

258

MaAvatar: Step Into a New World of Web3 Expression and Empowerment

MaAvatar is a Web3-native identity ecosystem that combines avatars, quests, rewards, and storytelling.
Users' avatars in MaAvatar evolve based on their actions, achievements, and experiences in the metaverse.
MaAvatar allows gamers, collectors, creators, and explorers to express themselves and their values on-chain.
The platform offers dynamic Web3 identity that changes with user activities and interactions.
MaAvatar provides gamified quests, tasks, and challenges that engage users and offer rewards.
Users earn MAAV Points for various actions, unlocking token & NFT airdrops, whitelist access, ambassador tiers, and more.
The MaAvatar community emphasizes collaboration, events, and shared storytelling.
It reintroduces personality and presence in the Web3 space, offering digital self a narrative beyond just data points.
MaAvatar serves as a universal identity and a shared experience in the increasingly fragmented Web3 world.
To begin, users can claim a MaAvatar, join Zealy, complete quests, earn rewards, and explore.
MaAvatar aims to make users part of the blockchain's essence and lets their stories unfold.
The platform provides an opportunity for users to engage with the evolving Web3 landscape.
MaAvatar signifies a shift towards personal narratives and community-driven experiences in the Web3 realm.
Users are encouraged to participate, earn rewards, and contribute to the collective narrative of MaAvatar.
The platform offers a way for users to establish a dynamic digital presence in the Web3 ecosystem.
MaAvatar embodies the essence of Web3, blending identity, rewards, and storytelling into a cohesive experience.

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Dev

285

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GitHub Actions vs CircleCI: Which CI/CD Tool Should You Use in 2025?

GitHub Actions and CircleCI remain popular CI/CD platforms in 2025 for modern software development.
Automating builds and deployments is crucial due to faster release cycles and distributed teams.
GitHub Actions is integrated within GitHub, using YAML configuration files, ideal for GitHub users.
It supports various workflows like builds, tests, deployments, with a marketplace for actions.
CircleCI is a cloud-native platform with strong performance, flexibility, and scalability.
It supports Docker, Linux, macOS, Windows environments, and offers advanced features like parallelism.
CircleCI supports projects from GitHub or Bitbucket, with a rich UI and native Docker support.
Both platforms offer unique strengths, GitHub Actions for GitHub users and CircleCI for advanced CI/CD control.
GitHub Actions is best for integration with GitHub and lightweight automation needs.
CircleCI suits engineering teams desiring advanced CI/CD features, faster builds, and detailed insights.

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Dev

351

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Mastering GitOps at Scale: Strategies for Multi-Cloud, Hybrid, and Edge

GitOps establishes a Git repository as the source of truth for configurations, with advanced strategies for multi-cloud, hybrid, and edge environments.
Multi-Cloud GitOps unifies diverse cloud infrastructure through treating cloud resources as code within a central Git repository.
Crossplane extends Kubernetes to manage external cloud services declaratively, enabling provisioning and management using Kubernetes-native tooling.
Hybrid Cloud GitOps bridges on-premises and cloud environments by deploying GitOps agents and ensuring configuration consistency.
GitOps for Edge Computing and IoT involves hierarchical repositories, lightweight agents on edge devices, and pull-based mechanisms for management.
Advanced Security & Compliance in GitOps integrates policy-as-code tools for automated enforcement, reducing the attack surface and enforcing immutable infrastructure.
Operational Excellence in GitOps involves scaling considerations like repository structure and observability strategies for monitoring and troubleshooting.
Successful GitOps adoption requires a cultural shift towards a Git-centric workflow and investment in training and collaboration.
GitOps challenges in 2025 emphasize the importance of managing the complexities of GitOps at scale.
GitOps offers benefits in managing distributed landscapes through advanced strategies and principles like declarative infrastructure and application configurations.

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Dev

280

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Title: Passwordless Authentication ROI: TCO & Implementation Guide for Devs

This article discusses the total cost of ownership (TCO) for authentication methods, specifically focusing on passwordless authentication from a developer's perspective.
Authentication impacts costs through license fees, integration work, support tickets, lost productivity, and security risks.
Passwordless authentication is becoming a cost-effective standard for SaaS and enterprise solutions, offering benefits like eliminating password reset logic and reducing attack surfaces.
The cost breakdown compares password-based, password with multi-factor authentication (MFA), and passwordless methods in terms of implementation, support, user productivity loss, security incident risk, and opportunity cost.
Passwordless authentication can reduce support costs by 70%+ and enhance user experience while minimizing security risks.
Comparisons between password, password + MFA, and passwordless authentication highlight differences in attack surfaces, developer complexity, support needs, and user experience.
Key technical details for passwordless implementation include using WebAuthn, push authentication, and magic links.
Code samples for WebAuthn registration and authentication are provided for frontend JavaScript and backend Python.
Common challenges like device loss, legacy systems, and user migration are discussed, along with solutions such as offering backup options and providing education.
Developers are encouraged to share their experiences with passwordless authentication, including using WebAuthn, FIDO2, or other methods.
Passwordless authentication is highlighted as a way to boost developer productivity, cut authentication costs by 50–65%, and reduce user friction and risk.
Starting with a pilot using WebAuthn for web and push for mobile is recommended, with a call for readers to share their own passwordless authentication implementations.
The article concludes by emphasizing the ROI of passwordless authentication and its maturity in technology.
Readers are invited to share their passwordless authentication implementation experiences.
The article is adapted from the original blog post 'Why Passwordless Authentication Cuts Costs by 65%'.

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Javacodegeeks

294

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Spring Cloud Gateway vs. Netflix Zuul 2: Which API Gateway Should You Use in 2025?

Spring Cloud Gateway (SCG) and Netflix Zuul 2 are key API gateways in Java for microservices architecture, offering different strengths.
Performance-wise, SCG boasts lower latency, higher throughput, and lower CPU usage compared to Zuul 2.
Feature-wise, SCG supports HTTP/2, WebSockets, and offers more modern protocol support, while Zuul 2 excels in fine-grained filters and dynamic server-side load balancing.
SCG is cleaner for declarative routing, integrates better with Spring Boot Actuator, and is future-proof with WebFlux and HTTP/2 support.
In 2025, it's recommended to use SCG if on Spring Boot/Cloud for high throughput and low latency, while Zuul 2 is ideal for Netflix OSS-heavy environments with complex request manipulation needs.
Migration tips from Zuul to SCG include replacing Groovy filters with WebFlux GatewayFilter and utilizing Spring Cloud LoadBalancer.
Detailed benchmark setups between SCG and Zuul 2 show SCG's superiority in performance, especially in throughput, latency, and resource usage.
For most use cases in 2025, Spring Cloud Gateway emerges as the preferred choice, offering speed, modernization, and strong integration with Spring ecosystems over Zuul 2.
Conclusion: Spring Cloud Gateway is recommended in 2025 for its performance and modern features, while Zuul 2 remains suitable mainly for legacy Netflix OSS setups.

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Dev

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🏡 How I Turned My Old Laptop into a Web Server to Host My Portfolio Website

A person shares their experience of turning an old laptop into a web server to host their personal portfolio website.
The guide not only provides information but also shares a story of repurposing old technology, saving money, and gaining valuable skills.
The individual chose to self-host their website by repurposing an old laptop that had low resale value.
Skills learned include building a website with React & Node, using Docker for containerization, securing it with Cloudflare Tunnel, tracking visitors with Google Analytics, and gaining devops skills.
The tech stack used includes React.js, Node.js, CSS3, Docker, Nginx, and Cloudflare Tunnel for secure external access.
The setup involves cloning a repository, installing dependencies, and configuring the Google Analytics Measurement ID.
Containerization with Docker simplifies deployments and allows for live updates through volume mounts.
To make the site accessible globally, the guide compares Cloudflare Tunnel with port forwarding, with Cloudflare Tunnel being preferred for security and flexibility.
Instructions for setting up Cloudflare Tunnel include installing, creating a tunnel, configuring, and binding DNS.
Analytics integration involves setting up Google Analytics to track visitors and using Cloudflare for real-time traffic insights.
The next step is SEO optimization, with details on improving site visibility and loading speeds.
Future posts will cover meta tags, schema markup, and speed optimization for better search engine rankings.
The guide includes references to the GitHub repository, Cloudflare Tunnel documentation, and integrating Google Analytics with React.

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2 Likes

Medium

Migrating a Kubernetes Cluster from Calico to Cilium (Hands-On Guide)

Calico and Cilium are popular CNI plugins for Kubernetes with different implementations and feature sets.
Calico uses IP routing and overlays for network policy enforcement, while Cilium leverages eBPF for high-performance networking.
Cilium can replace multiple Kubernetes networking components with a single solution and offers additional features like Hubble and layer 7 policies.
Organizations may migrate from Calico to Cilium for efficiency, stack simplification, or to unlock new features.
During migration, both networking systems coexist, and communication between old and new CNI pods must be maintained to prevent cluster isolation.

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Medium

106

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Getting Started with CI/CD Using GitHub Actions: A Beginner’s Complete Guide

Continuous Integration (CI) and Continuous Deployment (CD) are essential practices that automate code testing and deployment processes.
GitHub Actions is a CI/CD platform integrated into GitHub, simplifying automation without external tools.
Basic components for effective workflows include a clear project structure and YAML-based workflow files.
Workflow files in a .github/workflows directory define triggers, job configurations, and essential steps for automation.
The deployment workflow automates app deployment upon pushes to the master branch and emphasizes secure secret management.
GitHub Actions allows secure handling of sensitive data like API keys and passwords.
Best practices for CI/CD pipelines include setting appropriate timeouts and using specific action versions for consistency.
GitHub Actions provides monitoring, debugging tools, and a wide range of pre-built actions for workflow extension.
GitHub Actions democratizes CI/CD, offering automation accessible to developers of all skill levels.
Starting with simple workflows, developers can gradually enhance automation processes for testing, building, and deployment.
Success with GitHub Actions involves starting simple, iterating, and improving automation gradually for better software delivery.
Implementing CI/CD with GitHub Actions improves software quality, collaboration, and continuous improvement efforts.

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Dev

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Getting Started with Kyverno: Kubernetes Policy Made Simple

Kyverno is a policy admission controller for managing rules in Kubernetes clusters.
It validates, mutates, or blocks requests based on policies, helping ensure consistency and security.
Using Custom Resource Definitions (CRDs), Kyverno enforces policies at namespace or cluster levels.
It offers Policy and ClusterPolicy types with rules to mutate, validate, verify, and generate Kubernetes resources.
Kyverno runs policies in audit mode to check compliance and enforce mode to block non-compliant resources.
PolicyExceptions enable selective bypassing of policies for specific resources.
PolicyReports track resource compliance with policies, aiding in validation checks.
Kyverno simplifies policy management with familiar YAML syntax and gradual enforcement capabilities.
Starting small with audit mode and PolicyReports is recommended when implementing Kyverno.
Kyverno helps encode best practices into infrastructure without unnecessary complexity.

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24 Likes

Medium

153

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Navigating Down Rounds in US Venture Capital

The US venture capital market for 2024 sees a rise in down rounds, hitting 20% of VC deals in 2023, up from 8% in 2022.
Late-stage companies experience a more significant decline in valuations than early-stage ones.
Strategies to navigate down rounds include focusing on core business, revenue generation, and profitability.
Key trends in the 2024 US VC landscape include the rise of down rounds, AI influence, and sustainability focus.
Investors should prioritize sustainability, DeFi, AI advancements, diversity in portfolios, and support for emerging VC managers.
There is a growing emphasis on sustainable investing, DeFi, and AI in the venture capital landscape.
Down rounds can lead to ownership dilution and impact company morale and culture negatively.
Transparent communication, operational efficiency, and strategic planning are crucial to mitigate down round effects.
Investors should evaluate reasons behind down rounds, long-term growth prospects, and legal implications.
Aziro aids in navigating down rounds, promoting sustainable investments, leveraging AI, and identifying favorable entry points.

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9 Likes

Dev

452

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The Future of GitOps: Integrating AI, FinOps, and GreenOps for Intelligent Operations

GitOps has transformed operations with declarative, automated, and auditable practices.
Foundational principles of GitOps include using Git as a source of truth and continuous reconciliation.
Evolution of GitOps integrates AI, FinOps, and GreenOps for intelligent, financial, and sustainable operations.
AI enhances GitOps by enabling proactive anomaly detection and self-healing.
AI models can suggest optimized Kubernetes manifests and assist in code review for compliance.
AI supports managing AI/ML models throughout their lifecycle, ensuring declarative and auditable practices.
YAML manifest showcases an AI-driven optimization policy within GitOps for continuous infrastructure optimization.

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Amazon

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Use Model Context Protocol with Amazon Q Developer for context-aware IDE workflows

Amazon Q Developer announced Model Context Protocol (MCP) support in their IDE plugins for Visual Studio Code and JetBrains, enabling context-aware responses and workflows.
MCP integration allows developers to connect external tools to Q Developer for enhanced functionality.
MCP support was previously available in Q Developer for Command Line since April 29, 2025.
MCP standardizes how Large Language Models integrate with applications, facilitating context sharing, data access, and API interaction.
Developers can streamline coding, integrate with planning tools, create UI components, generate documentation, and execute multi-tool tasks without custom integration.
Configuring MCP servers involves setting scope (Global or Workspace) and defining server details.
Tools exposed by MCP servers enable actions and interactions with external systems.
Demonstration showcases using Q Developer to automate tasks like reviewing Jira issues, analyzing Figma designs, and implementing code changes.
Integration with MCP enhances developer productivity by providing enriched context and automating various development tasks.
The addition of MCP support in Q Developer enhances interaction with tools like Jira and Figma, streamlining development workflows.
Explore MCP capabilities and the AWS MCP Servers repository for standardized context sharing and tool interaction.

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