#graphql for microservices

[codeonedigest]

GraphQL Usage & When to Use GraphQL Explained with Example for Microserv...Full Video Link -        https://youtube.com/shorts/Jy-w-9GGYg4Hi, a new #video on #graphql usage #usecase published on #codeonedigest #youtube channel.  @java #java #awscloud @awscloud #aws @AWSCloudIndia #Cloud #CloudComputing @YouTube #youtube #azure #msazure #codeonedigest @codeonedigest #graphql #graphqltutorial  #graphql #graphqltutorial #graphqlvsrest #graphqlapi #graphqluse #graphqlusageexample #graphqlusage #graphqlusageexplained #usinggraphql #usinggraphqlwithreact #usinggraphqlwithrestapi #graphqlexampletutorial #graphqlexamplespringboot #graphqlexamplejava #graphqlexampleapi #graphqlmicroservices #graphqlmicroservicestutorial #graphqlmicroservicesspringboot #graphqlmicroservicesarchitecture #usinggraphqlinangular #graphqlexplained #api

[aktechworld]

Integrating Third-Party Tools into Your CRM System: Best Practices

A modern CRM is rarely a standalone tool — it works best when integrated with your business's key platforms like email services, accounting software, marketing tools, and more. But improper integration can lead to data errors, system lags, and security risks.

Here are the best practices developers should follow when integrating third-party tools into CRM systems:

1. Define Clear Integration Objectives

Identify business goals for each integration (e.g., marketing automation, lead capture, billing sync)

Choose tools that align with your CRM’s data model and workflows

Avoid unnecessary integrations that create maintenance overhead

2. Use APIs Wherever Possible

Rely on RESTful or GraphQL APIs for secure, scalable communication

Avoid direct database-level integrations that break during updates

Choose platforms with well-documented and stable APIs

Custom CRM solutions can be built with flexible API gateways

3. Data Mapping and Standardization

Map data fields between systems to prevent mismatches

Use a unified format for customer records, tags, timestamps, and IDs

Normalize values like currencies, time zones, and languages

Maintain a consistent data schema across all tools

4. Authentication and Security

Use OAuth2.0 or token-based authentication for third-party access

Set role-based permissions for which apps access which CRM modules

Monitor access logs for unauthorized activity

Encrypt data during transfer and storage

5. Error Handling and Logging

Create retry logic for API failures and rate limits

Set up alert systems for integration breakdowns

Maintain detailed logs for debugging sync issues

Keep version control of integration scripts and middleware

6. Real-Time vs Batch Syncing

Use real-time sync for critical customer events (e.g., purchases, support tickets)

Use batch syncing for bulk data like marketing lists or invoices

Balance sync frequency to optimize server load

Choose integration frequency based on business impact

7. Scalability and Maintenance

Build integrations as microservices or middleware, not monolithic code

Use message queues (like Kafka or RabbitMQ) for heavy data flow

Design integrations that can evolve with CRM upgrades

Partner with CRM developers for long-term integration strategy

CRM integration experts can future-proof your ecosystem

[priya-joshi]

Elevating Your Full-Stack Developer Expertise: Exploring Emerging Skills and Technologies

Introduction: In the dynamic landscape of web development, staying at the forefront requires continuous learning and adaptation. Full-stack developers play a pivotal role in crafting modern web applications, balancing frontend finesse with backend robustness. This guide delves into the evolving skills and technologies that can propel full-stack developers to new heights of expertise and innovation.

Pioneering Progress: Key Skills for Full-Stack Developers

1. Innovating with Microservices Architecture:

Microservices have redefined application development, offering scalability and flexibility in the face of complexity. Mastery of frameworks like Kubernetes and Docker empowers developers to architect, deploy, and manage microservices efficiently. By breaking down monolithic applications into modular components, developers can iterate rapidly and respond to changing requirements with agility.

2. Embracing Serverless Computing:

The advent of serverless architecture has revolutionized infrastructure management, freeing developers from the burdens of server maintenance. Platforms such as AWS Lambda and Azure Functions enable developers to focus solely on code development, driving efficiency and cost-effectiveness. Embrace serverless computing to build scalable, event-driven applications that adapt seamlessly to fluctuating workloads.

3. Crafting Progressive Web Experiences (PWEs):

Progressive Web Apps (PWAs) herald a new era of web development, delivering native app-like experiences within the browser. Harness the power of technologies like Service Workers and Web App Manifests to create PWAs that are fast, reliable, and engaging. With features like offline functionality and push notifications, PWAs blur the lines between web and mobile, captivating users and enhancing engagement.

4. Harnessing GraphQL for Flexible Data Management:

GraphQL has emerged as a versatile alternative to RESTful APIs, offering a unified interface for data fetching and manipulation. Dive into GraphQL's intuitive query language and schema-driven approach to simplify data interactions and optimize performance. With GraphQL, developers can fetch precisely the data they need, minimizing overhead and maximizing efficiency.

5. Unlocking Potential with Jamstack Development:

Jamstack architecture empowers developers to build fast, secure, and scalable web applications using modern tools and practices. Explore frameworks like Gatsby and Next.js to leverage pre-rendering, serverless functions, and CDN caching. By decoupling frontend presentation from backend logic, Jamstack enables developers to deliver blazing-fast experiences that delight users and drive engagement.

6. Integrating Headless CMS for Content Flexibility:

Headless CMS platforms offer developers unprecedented control over content management, enabling seamless integration with frontend frameworks. Explore platforms like Contentful and Strapi to decouple content creation from presentation, facilitating dynamic and personalized experiences across channels. With headless CMS, developers can iterate quickly and deliver content-driven applications with ease.

7. Optimizing Single Page Applications (SPAs) for Performance:

Single Page Applications (SPAs) provide immersive user experiences but require careful optimization to ensure performance and responsiveness. Implement techniques like lazy loading and server-side rendering to minimize load times and enhance interactivity. By optimizing resource delivery and prioritizing critical content, developers can create SPAs that deliver a seamless and engaging user experience.

8. Infusing Intelligence with Machine Learning and AI:

Machine learning and artificial intelligence open new frontiers for full-stack developers, enabling intelligent features and personalized experiences. Dive into frameworks like TensorFlow.js and PyTorch.js to build recommendation systems, predictive analytics, and natural language processing capabilities. By harnessing the power of machine learning, developers can create smarter, more adaptive applications that anticipate user needs and preferences.

9. Safeguarding Applications with Cybersecurity Best Practices:

As cyber threats continue to evolve, cybersecurity remains a critical concern for developers and organizations alike. Stay informed about common vulnerabilities and adhere to best practices for securing applications and user data. By implementing robust security measures and proactive monitoring, developers can protect against potential threats and safeguard the integrity of their applications.

10. Streamlining Development with CI/CD Pipelines:

Continuous Integration and Deployment (CI/CD) pipelines are essential for accelerating development workflows and ensuring code quality and reliability. Explore tools like Jenkins, CircleCI, and GitLab CI/CD to automate testing, integration, and deployment processes. By embracing CI/CD best practices, developers can deliver updates and features with confidence, driving innovation and agility in their development cycles.

[cabpthedev]

Battle of the Java Web Servers: Which One Reigns Supreme?

The world of web servers is vast and ever-evolving, with new players entering the scene every now and then. For developers seeking the perfect Java web server, it can be quite a daunting task to find the right fit. Fear not, for we have done the research for you and compiled a comparison of six popular Java web servers: Spring HTTP, Micronaut, ActiveJ, Javalin, Vert.x, and Ktor. So, let's dive into this short summary of web java web servers (view the full article)!

Spring HTTP: The Full-Fledged Champion Spring HTTP is not just a web server; it's an entire framework in itself. With support for HTML templating, dependency injection, easy ORM integration, and even GraphQL, Spring HTTP is a powerful choice for building robust web applications. However, it does come with its fair share of disadvantages. It requires the use of Reactive Streams for most threading tasks and struggles to integrate with existing code bases. Additionally, Spring doesn't boast the best performance and consumes more memory compared to other options.

Micronaut: A Microservices Marvel… with Some Drawbacks Micronaut offers an impressive set of features specifically tailored for microservices development. It aims to save developers time by providing a complete microservices framework. However, it falls short in terms of performance, resource usage, and community support when compared to the mighty Spring. Its functionality is also somewhat limited, making it less appealing for more complex projects.

ActiveJ: Lightweight, Modular, and Performance-Oriented For those seeking top-notch performance and a seamless integration with existing code bases, ActiveJ is a strong contender. With its included serialization and ease of support for raw TCP sockets, ActiveJ shines in the performance arena. However, it does have a steeper learning curve due to its new concepts and lacks cross-language compatibility with its serializer.

Javalin: Simple Yet Powerful, with Kotlin in Mind Javalin is an attractive option for developers looking for an easy-to-use web server that integrates well with existing code bases. With its completable futures for threading support and built-in WebSocket server functionality, Javalin is a reasonable choice. However, it lacks some advanced features and feels more targeted towards Kotlin developers, making it a bit less versatile in java heavy environments.

Vert.x: A Complete, Powerful Solution Vert.x offers a feature set similar to Javalin but with a stronger focus on enterprise applications. With its unique threading system, built-in event bus, and extensive support for websockets, TCP sockets, and datagram sockets, Vert.x is a powerful all in one solution for your web server needs, but without the baggage of spring. On top of all of that, Vert.x handles larger code bases well and offers better performance compared with Javalin. However, its Kotlin support is not as extensive, and integrating Vert.x threads with other tools may pose some challenges, but is easily possible.

Ktor: The Kotlin Enthusiast's Choice As the name suggests, Ktor is all about Kotlin. With native KotlinX.Coroutines support and simplicity at its core, Ktor makes it a breeze for Kotlin enthusiasts to build web applications. It even doubles as an HTTP/websocket client for added convenience. However, Ktor falls behind in terms of performance, lacks the versatility of supporting other languages, and may come with additional charges for accessing all its features in certain IDEs.

In conclusion, the battle of Java web servers is a fierce one, with each contender offering its own set of advantages and disadvantages. Spring HTTP stands out as a full-fledged framework with extensive features, while ActiveJ excels in performance and modularity. Javalin and Vert.x provide ease of use and enterprise-level capabilities, with javalin being more Kotlin-centric, and Vert.x being more complete and suitable for larger projects. Micronaut is aimed at microservices but has room for improvement in terms of performance and community support. Lastly, Ktor caters to die-hard Kotlin fans but sacrifices performance and language versatility.

Ultimately, the choice of a web server boils down to your specific needs and preferences. So, strap on your developer hat, analyze your project requirements, and choose the web server that suits you best. Happy coding!

View the full article on for free, on Medium

[piembsystech]

Unit Testing GraphQL Resolvers in a Database API

Mastering Unit Testing for GraphQL Resolvers: A Developer’s Guide Modern GraphQL APIs offer flexibility, efficiency, and client-specific querying, Unit Testing GraphQL Resolvers – into making them a top choice for today’s scalable applications. But with growing complexity, especially across teams and microservices, ensuring code reliability becomes critical. GraphQL resolvers responsible for…

[aitoolswhitehattoolbox]

Lead I - Software Engineering - React

to join our team. The ideal candidate will have a strong background in React and GraphQL, with experience in developing microservice… and visually appealing. Key Responsibilities: • Develop and maintain high-quality front-end applications using React. • Collaborate… Apply Now

[robotico-digital]

Breaking Barriers in Software Quality: Advanced API Testing Services for Modern Architectures

In the dynamic landscape of software engineering, application performance, scalability, and reliability have become non-negotiables. With the shift from monolithic architectures to microservices, and the explosion of interconnected systems, APIs are now the backbone of modern digital ecosystems. As APIs grow in complexity and ubiquity, so too must the strategies used to test them.

At Robotico Digital, we understand that software quality hinges on much more than clean UI and functional frontends. It’s about what lies beneath — how systems interact, how services communicate, and how fast and securely data flows between components. This is where our API Testing Services break barriers, ensuring quality at the very core of your application stack.

Understanding API Testing in the Context of Modern Architectures

API Testing refers to the process of validating application programming interfaces (APIs) directly at the message layer, without the use of a GUI. It verifies that APIs return correct responses, handle errors appropriately, and meet performance and security expectations.

In microservices, APIs are the only communication mechanism between services. In serverless computing, APIs trigger the logic. And in mobile-first or headless applications, APIs drive every interaction.

Thus, API Testing Services today must adapt to modern environments by:

l Supporting asynchronous data flow and event-driven models.

l Validating REST, SOAP, GraphQL, gRPC, and WebSocket protocols.

l Integrating with CI/CD pipelines and DevOps tools for rapid iteration.

Why Traditional Testing Fails Modern Architectures

Legacy testing models often fall short because:

l They rely heavily on UI testing, which isn’t scalable or robust.

l They fail to isolate service-level issues in microservice deployments.

l They lack integration with agile development and DevOps cycles.

At Robotico Digital, we address these challenges with a future-ready API-first testing strategy that enables rapid development and secure, stable deployments.

Robotico Digital's Advanced API Testing Services: A Framework of Excellence

Our API Testing Services are structured around an advanced framework tailored for high-speed development environments, featuring:

1. Protocol-Agnostic Testing Architecture

Our test harness supports:

l REST, SOAP, GraphQL, gRPC, WebSocket, and JSON-RPC

l OAuth, JWT, and API Key-based authentication

l Complex nested payloads and chained request workflows

We don’t just send requests and verify status codes — we simulate real-world behavior.

2. Contract Testing with Swagger and OpenAPI

We validate API contracts using:

l Swagger and Postman schema validations

l Pact-based consumer-driven testing

l Automated schema diff tools

This ensures API consistency across development teams, especially in environments with multiple consumer applications.

3. Comprehensive Functional and Regression Suites

Our functional testing stack includes:

l Request/response validation with parameterized payloads

l Chaining dependent API calls to simulate real transactions

l Edge-case testing for malformed requests and injection handling

These suites form the backbone of our regression testing strategy, ensuring every build remains stable without code breaks.

Seamless Integration with DevOps Pipelines

In a CI/CD world, testing must be continuous. Robotico Digital provides seamless API Testing Service integration with:

l Jenkins, GitHub Actions, GitLab CI, Azure DevOps

l Dockerized test runners for isolated test environments

l Slack and Teams integrations for alerting and test reports

Tests are triggered automatically on code commits or builds, reducing human intervention and increasing speed.

API Test Automation: Scaling Quality at Speed

Automation is key to modern testing strategies. Robotico Digital leverages:

l Postman + Newman for exploratory and lightweight test execution

l REST Assured + TestNG for Java-based enterprise-grade test suites

l Cypress and Supertest for JavaScript and Node.js applications

l Karate DSL for end-to-end BDD-driven API Testing

We use data-driven test design and test parallelism to achieve high throughput and full API coverage — even across large microservices ecosystems.

Intelligent Test Data Management (TDM)

Test data is critical, especially when APIs depend on complex backend states. Our TDM solutions provide:

l Synthetic test data generation using Faker and Mockaroo

l Encrypted data masking for secure production cloning

l Environment-specific data pools to avoid cross-test pollution

This empowers our teams to run API tests with production-like reliability in test environments.

Performance & Load Testing of APIs

APIs underperforming in production can lead to latency, downtime, and failed transactions. Robotico Digital performs rigorous API performance testing, including:

Load Simulation with tools like JMeter, Gatling, and Locust

l Spike, soak, and stress testing to evaluate limits

l Latency monitoring across geographies

l Response time threshold validations

Our tests replicate thousands of concurrent requests, ensuring your APIs hold up under real-world traffic scenarios.

API Security Testing: Guarding the Gateway

Since APIs often expose business logic and sensitive data, security testing is non-negotiable. Robotico Digital incorporates security scanning into API Testing Services by:

l Validating for OWASP API Top 10 vulnerabilities

l Testing for broken authentication, excessive data exposure, rate limiting, and injection attacks

l Integrating Burp Suite, OWASP ZAP, and custom security probes into test pipelines

We don’t just test functionality — we test for resilience against malicious attacks.

Real-Time Reporting and Analytics

Transparency is critical. Our reporting dashboard includes:

l Detailed test summaries with pass/fail ratios

l Latency graphs and time-to-first-byte analysis

l Defect tracking with Jira, Azure Boards, or custom integrations

l REST APIs to extract test data into BI tools or custom reports

Clients always have clear visibility into the testing progress and quality metrics.

Future-Forward Testing with AI & ML

Robotico Digital is investing in the next generation of API Testing with:

l AI-based anomaly detection using test execution logs

l Predictive analytics to identify flaky endpoints

l Self-healing scripts that auto-adjust to changes in API structures

l NLP-driven test generation for conversational interfaces and AI-driven apps

These features ensure our API Testing Services evolve alongside tomorrow’s tech stacks.

Why Choose Robotico Digital for API Testing Services?

Here’s what sets us apart:

l Protocol-flexible architecture for REST, GraphQL, gRPC & more

l Intelligent automation backed by AI and ML

l Deep integration of performance and security testing

l CI/CD-native workflows built for speed

l Real-time test reporting and analytics dashboards

l Domain expertise across finance, healthcare, retail, SaaS, and telecom

We don’t just validate APIs — we engineer confidence into your ecosystem.

Conclusion: Quality at the Core of Connectivity

As businesses increasingly rely on interconnected software and modular architectures, API quality is business quality. At Robotico Digital, we’re pushing the boundaries of what's possible with API Testing Services — from functional validations and performance simulations to proactive security and predictive analytics.

If you're building for scale, agility, and resilience, let Robotico Digital be your QA partner. We ensure every interaction your users experience is powered by secure, fast, and flawless APIs.

[khushidw]

How to Integrate APIs in a Full Stack Web App (With Example)

Integrating APIs in a full stack web application is essential for building dynamic, feature-rich platforms that connect seamlessly with external services. API integration allows front-end and back-end components to communicate effectively, enabling real-time data exchange and efficient user experiences. In modern full stack development, RESTful APIs and GraphQL are commonly used to fetch and manipulate data. Technologies like Node.js, Express, React, Angular, and Vue.js simplify API requests through HTTP methods such as GET, POST, PUT, and DELETE. Secure authentication methods like JWT and OAuth 2.0 ensure safe API communication. Leveraging third-party APIs like Stripe, Google Maps, or social login APIs can enhance functionality and boost app scalability. Full stack developers must also handle error management, rate limits, and asynchronous operations using tools like Axios or Fetch API. Proper integration of APIs accelerates web app performance, improves user interactivity, and supports seamless integration with cloud-based services and microservices architecture.

[codeonedigest]

(via Spring Boot GraphQL Mongo DB Project Tutorial with Example for API Developers) Full Video Link        https://youtu.be/JElcKeh9a5A Hello friends, new #video on #springboot #graphql #mongodb #api #microservices #application #tutorial for #developer #programmers with #examples are published on #codeonedigest #youtube channel.  @java #java #aws #awscloud @awscloud @AWSCloudIndia #salesforce #Cloud #CloudComputing @YouTube #youtube #azure #msazure #codeonedigest @codeonedigest   #graphqlspringboot #graphqlspringboottutorial #graphqlspringbootmicroservicesexample #graphqlspringbootexample #graphqlmongodbexample #graphqlmongodbspringboot #springbootmongodb #springbootgraphql #springbootgraphqltutorial #springbootgraphqlexample #springbootgraphqlresolver #springbootgraphqlschema #springbootgraphqlschemamapping #springbootgraphqlmongodb #mongodbtutorialforbeginners #springboottutorial #springbootproject #graphql

[calculatingtundracipher]

How to Integrate APIs in a Full Stack Web App (With Example)

Integrating APIs in a full stack web application is essential for building dynamic, feature-rich platforms that connect seamlessly with external services. API integration allows front-end and back-end components to communicate effectively, enabling real-time data exchange and efficient user experiences. In modern full stack development, RESTful APIs and GraphQL are commonly used to fetch and manipulate data. Technologies like Node.js, Express, React, Angular, and Vue.js simplify API requests through HTTP methods such as GET, POST, PUT, and DELETE. Secure authentication methods like JWT and OAuth 2.0 ensure safe API communication. Leveraging third-party APIs like Stripe, Google Maps, or social login APIs can enhance functionality and boost app scalability. Full stack developers must also handle error management, rate limits, and asynchronous operations using tools like Axios or Fetch API. Proper integration of APIs accelerates web app performance, improves user interactivity, and supports seamless integration with cloud-based services and microservices architecture.

[jellyfishtechnologies]

How to Hire a Node.js Developer for Your Web Project in 2025

In 2025, it is more important than ever to build fast, scalable, and real-time web applications. Businesses in various industries use Node.js, a powerful JavaScript runtime, to create dynamic backend architecture to manage high concurrency with low response times. However, most importantly, you will need to find a good developer to bring this technology to life. But how do you hire the right Node.js developer to fit your project goals, timelines and budget?

In this blog, we will show you everything you need to know to hire dedicated NodeJs developers from trusted partner Jellyfish Technologies, and use advanced Nodejs development services for web applications in 2025.

Why Node.js Is Still Dominating in 2025

Before we dive into the hiring process, let's quickly understand why Node.js remains a top choice for backend technology:

Non-blocking I/O for real-time applications

Single programming language (JavaScript) in both front and back end

Huge ecosystem with npm (over 2 million packages)

Great scalability with microservices architecture

Strong community support and actively evolving (Node 20+)

Node.js can support the performance and flexibility that modern applications require, whether you're building a live chat app, a fintech dashboard, or an eCommerce platform.

Read also: Top Backend Technologies

Step-by-Step Guide to Hiring a Node.js Developer in 2025

Clarify your project needs The first step is to get clear. Ask yourself:

What do I want the app to accomplish?

What is the scope (timelines and budgets)?

Do I need someone full-time, part-time, or project-based?

This will help you figure out whether you will hire a freelancer, hire and onboard someone to in-house, or hire and onboard dedicated NodeJs developers through Jellyfish Technologies.

Determine the best engagement model Companies are increasingly adopting a flexible hiring model for talent in 2025:

Freelancers - Best for short-term tasks or quick fixes.

In-house Developers - Good for long-term, but expensive.

Dedicated Development Teams - The sweet-spot that works for most companies. When you hire dedicated NodeJs developers, you will get long-term focused talent at a lower operational cost.

Jellyfish Technologies provides Node.js development services will also provide built-in accountability and access to more available qualified talent.

Assess Important Technical Skills As you assess candidates or service providers, make sure they are proficient in:

Core Node.js Concepts (event loop, streams, and clusters)

RESTful APIs & GraphQL

Frameworks such as Express.js, and NestJS

MonogoDB, PostgreSQL, or MySQL

Authentication and Security practices (OAuth, JWT)

CI/CD, Docker, and Cloud Deployment (AWS, GCP, Azure)

Points for documentation on Typescript, microservices architecture, and WebSockets real-time communication.

Evaluate Soft Skills and Communication Just as technical knowledge is important, so too is communication, problem-solving, and working together—especially when working with remote partners. You want to make sure your developer can:

Explain complex topics simply

Work well with designers and front-end developers

Take feedback and work in an Agile way.

Review Portfolios and Previous Projects

A good portfolio tells you a lot. Look for:

Apps they've developed in Node.js

What they're role was and what they did in the project

Whether they’ve shown code samples or GitHub activity

And better yet, ask for references or case studies, especially if you’re looking to engage Nodejs development services through an agency.

Test Before You Buy In

Before you committed to someone for the long haul, it should be a no-brainer to:

Define a small paid task or a small period of trial

Do technical interviews or code challenges

Make use of platforms such as HackerRank or Codility.

This just confirms that you're actually hiring someone who can do the job and not an entertainer with an impressive CV.

Why Hiring Dedicated NodeJs Developers Is a Smart Move

The digital landscape in 2025 is increasingly competitive and innovation-oriented, and your web project deserves not just any backend developer, but one who understands performance, scalability and your overall business goals. 

This is why so many organizations hire dedicated NodeJs developers through reputable providers such as Jellyfish Technologies. Jellyfish Technologies has a proven track record, allows flexible engagement options, has a talented pool of engineering talent, and will provide you with top tier Nodejs development services, tailored to your specifications. 

No matter if you are building an MVP or scaling a full enterprise application, the right development team will make the difference. Choose your team wisely; and let your technology take you to the top!

[crypto-tradin-g]

From Idea to Production: Integrating the Token Metrics API in Your App

Building a crypto app—whether for portfolio tracking, market research, or social trading—demands reliable intelligence. With the Token Metrics API, you get a production-ready data layer that seamlessly scales from prototype to enterprise.

Core API Features

AI Reports & Conversational Agent: Generate on-demand, natural-language summaries of token performance. Build chatbots that answer “What’s the Investor Grade on SUI?” with live data.

Performance Analytics: Fetch historical ROI, volatility trajectories, and predictive rankings to power charts, tables, or heatmaps.

RESTful Architecture: Modular endpoints let you query only what you need—minimizing latency and overhead.

SDK Support: Python and Node.js wrappers accelerate integration into backend services or serverless functions.

Step-by-Step Integration

API Key Management: Store your key securely (e.g., environment variable).

SDK Initialization:

from tokenmetrics import TokenMetricsClient

client = TokenMetricsClient(api_key="YOUR_KEY")

Fetch Data (example: top 10 bullish tokens):

const { getTradingSignals } = require("tokenmetrics-sdk");

const signals = await getTradingSignals({ timeframe: "1h", filter: "bullish" });

Render in UI: Visualize grades as colored badges, embed sentiment word clouds, or display ROI charts.

Automated Updates: Use scheduled functions (e.g., AWS Lambda) to refresh data every hour via the API.

Use Case: Mobile Portfolio App

A mobile fintech startup built a React Native app that integrates Token Metrics’ Trader Grades and Market Sentiment endpoints. Users see a consolidated watchlist where each token’s grade is updated in real time. Push notifications alert them if a token moves from neutral to strong-buy. All of this runs on a backend microservice that queries the API every 15 minutes, processes data, and feeds it to the app via GraphQL.

Why SDKs Matter

By leveraging the official SDKs, developers skip the boilerplate of HTTP requests, JSON parsing, and error handling. Instead, they work with intuitive methods and objects. This reduces time-to-market and lowers the risk of integration bugs.

Pricing & Free Tier

Get started with $0 by using the free tier. When you outgrow it, upgrade to the $99 plan—or pay with $TMAI for discounts up to 35%. No hidden costs, just predictable pricing that grows with your usage.

[react-js-state-1]

Development to Deployment: The EDSPL Way of Delivering End-to-End Technology Services

In today’s rapidly evolving digital era, where technology defines competitive advantage, companies need more than just code—they need a comprehensive, agile, and secure digital transformation journey. From idea inception to final delivery and beyond, EDSPL (Enrich Data Solutions Pvt. Ltd.) brings a full spectrum of end-to-end technology services that help modern businesses thrive in a connected world.

In this blog, we’ll explore how EDSPL transforms client visions into powerful digital solutions by covering the entire lifecycle—from development to deployment—with precision, performance, and personalization at its core.

Understanding the End-to-End Technology Ecosystem

When we talk about end-to-end technology services, we mean far more than just building an app or a website. It’s about:

Strategic consultation

Architecture planning

UI/UX design

Full-cycle development

Security integration

Rigorous testing

Cloud/on-prem deployment

Post-deployment support and scaling

At EDSPL, each of these stages is interconnected and customized to ensure that clients receive seamless solutions that grow with their businesses.

Step 1: Business Understanding & Requirement Gathering

Before writing a single line of code, EDSPL’s journey begins with understanding the client’s domain, goals, and challenges.

Human Touch: Listening Comes First

EDSPL believes that great tech starts with empathy. The team sits down with stakeholders, asks the right questions, and dives deep into:

Industry-specific pain points

Target audience behavior

Existing infrastructure and tech gaps

Future scalability needs

Step 2: Strategic Planning & Architecture Design

Once the needs are clearly defined, the solution’s technical architecture and roadmap take shape.

Modular and Scalable Blueprints

EDSPL crafts detailed wireframes, system architectures, and tech stacks that are agile, cloud-ready, and scalable. This step is vital in setting the foundation for:

Custom software development

Cloud-native apps

API-first architectures

Microservices and containerization

By investing in smart planning, EDSPL ensures future-proof performance and lower maintenance overheads.

Step 3: UI/UX That Works for People

Today, functionality is not enough—users demand delightful digital experiences. That’s where EDSPL’s creative design team comes in.

Where Design Meets Usability

Whether it's a customer-facing mobile app or a complex enterprise dashboard, EDSPL applies:

User behavior insights

Intuitive navigation flows

Minimalist and responsive design

WCAG-compliant accessibility

Step 4: Full-Stack Development Excellence

Now comes the core of the process—building the actual solution. EDSPL’s seasoned developers leverage the latest in:

Java, Python, Node.js, React, Angular

DevOps and CI/CD pipelines

RESTful APIs & GraphQL

Cloud platforms like AWS, Azure, GCP

Every line of code is written with security, performance, and extensibility in mind.

Agile in Action

Using Agile and Scrum, EDSPL ensures:

Transparent sprints

Continuous client feedback

Quicker MVP deliveries

Iterative refinements

This not only reduces time-to-market but also keeps clients in control of the project at every step.

Step 5: Security at the Core, Not an Afterthought

In today’s threat landscape, security cannot be bolted on later. EDSPL integrates security-first development practices through:

Static and dynamic code analysis

Vulnerability assessments

Security automation in CI/CD

Zero Trust and role-based access control

Whether it’s network security, application security, or API security, EDSPL brings its deep cybersecurity DNA to every project.

Step 6: Testing & Quality Assurance

EDSPL’s QA team ensures that every product is bulletproof, bug-free, and user-ready.

Testing That Goes Beyond the Obvious

From functional to non-functional testing, the QA process includes:

Unit testing

System and integration testing

Load and stress testing

Cross-browser/device compatibility

Security testing

By combining automated test suites with manual edge case detection, EDSPL ensures each deployment is production-grade.

Step 7: Deployment – Cloud, On-Prem, or Hybrid

Deployment is more than hitting "launch"—it’s a coordinated effort of DevOps, infrastructure, and security orchestration.

Tailored Deployment Models

Depending on the client’s needs, EDSPL enables:

On-premise deployments with granular control

Cloud-native deployments for scale and elasticity

Hybrid models for maximum flexibility

Containerized environments with Kubernetes and Docker

Through CI/CD pipelines, EDSPL ensures faster and safer rollouts, minimizing downtime and ensuring business continuity.

Step 8: Post-Deployment Support & Scaling

EDSPL doesn’t walk away after deployment. Instead, it becomes a long-term partner by offering:

24x7 monitoring and incident management

Performance tuning

Bug fixes and patching

Scalability planning

Training for internal teams

Real Results. Real Impact.

Here’s how EDSPL’s development-to-deployment approach has helped businesses:

✅ A logistics company scaled its operations by 300% after moving to a cloud-based system developed by EDSPL.

✅ A fintech startup launched a secure, regulation-compliant app within 90 days, thanks to EDSPL’s agile cycles and integrated DevSecOps.

✅ A government client digitized its citizen services with a fully accessible and robust portal—built, tested, secured, and deployed end-to-end by EDSPL.

Why Businesses Trust EDSPL for End-to-End Technology Services

One team, one vision: No silos. Just seamless collaboration from dev to deployment.

Full-spectrum expertise: From app development to cybersecurity to cloud security.

Humanized process: Every solution is tailored—not templated.

Proactive communication: Clients are never in the dark.

Scalable engagement: Whether it’s a startup MVP or an enterprise system, EDSPL adapts.

The SEO Advantage: EDSPL’s Digital Backbone

From an SEO perspective, this journey aligns with multiple keywords and phrases businesses are actively searching for, including:

End-to-end technology services

Custom software development company in India

Secure cloud deployment partners

Full-stack application development

Agile software development services

Enterprise digital transformation

Secure DevOps partner

UI/UX services for startups and enterprises

Each of these terms naturally integrates into EDSPL’s story—making it discoverable and competitive online.

Conclusion: Development to Deployment, the EDSPL Way

In a crowded digital services market, what makes EDSPL stand out is not just what it does, but how it does it—with precision, empathy, and long-term partnership.

Whether you’re building a next-gen fintech platform, revamping your enterprise IT, or just getting started on your digital journey—EDSPL is your trusted partner from development to deployment and beyond.

Explore the EDSPL advantage today. Let’s build the future together.

Want a consultation with EDSPL’s experts?

Visit www.edspl.net and drop us a message. We’re here to turn your tech ideas into real, secure, scalable solutions.

[piembsystech]

Implementing Apollo Federation for Microservices with GraphQL

Implementing Apollo Federation: Scale GraphQL APIs Without Complexity (2024) Modern applications demand flexible, scalable APIs that can evolve with Implementing Apollo Federation for Microservices with GraphQL – into your Scaling GraphQL with federation business needs. GraphQL has emerged as a powerful solution, but as your API grows spanning multiple teams and services managing a monolithic…

[solvixtech]

Best Backend Frameworks for Web Development 2025: The Future of Scalable and Secure Web Applications 

The backbone of any web application is its backend—handling data processing, authentication, server-side logic, and integrations. As the demand for high-performance applications grows, choosing the right backend framework becomes critical for developers and businesses alike. With continuous technological advancements, the best backend frameworks for web development 2025 focus on scalability, security, and efficiency. 

To build powerful and efficient backend systems, developers also rely on various backend development tools and technologies that streamline development workflows, improve database management, and enhance API integrations. 

This article explores the top backend frameworks in 2025, their advantages, and the essential tools that power modern backend development. 

1. Why Choosing the Right Backend Framework Matters 

A backend framework is a foundation that supports server-side functionalities, including: 

Database Management – Handling data storage and retrieval efficiently. 

Security Features – Implementing authentication, authorization, and encryption. 

Scalability – Ensuring the system can handle growing user demands. 

API Integrations – Connecting frontend applications and external services. 

With various options available, selecting the right framework can determine how efficiently an application performs. Let’s explore the best backend frameworks for web development 2025 that dominate the industry. 

2. Best Backend Frameworks for Web Development 2025 

a) Node.js (Express.js & NestJS) – The JavaScript Powerhouse 

Node.js remains one of the most preferred backend frameworks due to its non-blocking, event-driven architecture. It enables fast and scalable web applications, making it ideal for real-time apps. 

Why Choose Node.js in 2025? 

Asynchronous Processing: Handles multiple requests simultaneously, improving performance. 

Rich Ecosystem: Thousands of NPM packages for rapid development. 

Microservices Support: Works well with serverless architectures. 

Best Use Cases 

Real-time applications (Chat apps, Streaming platforms). 

RESTful and GraphQL APIs. 

Single Page Applications (SPAs). 

Two popular Node.js frameworks: 

Express.js – Minimalist and lightweight, perfect for API development. 

NestJS – A modular and scalable framework built on TypeScript for enterprise applications. 

b) Django – The Secure Python Framework 

Django, a high-level Python framework, remains a top choice for developers focusing on security and rapid development. It follows the "batteries-included" philosophy, providing built-in features for authentication, security, and database management. 

Why Choose Django in 2025? 

Strong Security Features: Built-in protection against SQL injection and XSS attacks. 

Fast Development: Auto-generated admin panels and ORM make development quicker. 

Scalability: Optimized for handling high-traffic applications. 

Best Use Cases 

E-commerce websites. 

Data-driven applications. 

Machine learning and AI-powered platforms. 

c) Spring Boot – The Java Enterprise Solution 

Spring Boot continues to be a dominant framework for enterprise-level applications, offering a robust, feature-rich environment with seamless database connectivity and cloud integrations. 

Why Choose Spring Boot in 2025? 

Microservices Support: Ideal for distributed systems and large-scale applications. 

High Performance: Optimized for cloud-native development. 

Security & Reliability: Built-in authentication, authorization, and encryption mechanisms. 

Best Use Cases 

Enterprise applications and banking software. 

Large-scale microservices architecture. 

Cloud-based applications with Kubernetes and Docker. 

d) Laravel – The PHP Framework That Keeps Evolving 

Laravel continues to be the most widely used PHP framework in 2025. Its expressive syntax, security features, and ecosystem make it ideal for web applications of all sizes. 

Why Choose Laravel in 2025? 

Eloquent ORM: Simplifies database interactions. 

Blade Templating Engine: Enhances frontend-backend integration. 

Robust Security: Protects against common web threats. 

Best Use Cases 

CMS platforms and e-commerce websites. 

SaaS applications. 

Backend for mobile applications. 

e) FastAPI – The Rising Star for High-Performance APIs 

FastAPI is a modern, high-performance Python framework designed for building APIs. It has gained massive popularity due to its speed and ease of use. 

Why Choose FastAPI in 2025? 

Asynchronous Support: Delivers faster API response times. 

Data Validation: Built-in support for type hints and request validation. 

Automatic Documentation: Generates API docs with Swagger and OpenAPI. 

Best Use Cases 

Machine learning and AI-driven applications. 

Data-intensive backend services. 

Microservices and serverless APIs. 

3. Essential Backend Development Tools and Technologies 

To build scalable and efficient backend systems, developers rely on various backend development tools and technologies. Here are some must-have tools: 

a) Database Management Tools 

PostgreSQL – A powerful relational database system for complex queries. 

MongoDB – A NoSQL database ideal for handling large volumes of unstructured data. 

Redis – A high-speed in-memory database for caching. 

b) API Development and Testing Tools 

Postman – Simplifies API development and testing. 

Swagger/OpenAPI – Generates interactive API documentation. 

c) Containerization and DevOps Tools 

Docker – Enables containerized applications for easy deployment. 

Kubernetes – Automates deployment and scaling of backend services. 

Jenkins – A CI/CD tool for continuous integration and automation. 

d) Authentication and Security Tools 

OAuth 2.0 / JWT – Secure authentication for APIs. 

Keycloak – Identity and access management. 

OWASP ZAP – Security testing tool for identifying vulnerabilities. 

e) Performance Monitoring and Logging Tools 

Prometheus & Grafana – Real-time monitoring and alerting. 

Logstash & Kibana – Centralized logging and analytics. 

These tools and technologies help developers streamline backend processes, enhance security, and optimize performance. 

4. Future Trends in Backend Development 

Backend development continues to evolve. Here are some key trends for 2025: 

Serverless Computing – Cloud providers like AWS Lambda, Google Cloud Functions, and Azure Functions are enabling developers to build scalable, cost-efficient backends without managing infrastructure. 

AI-Powered Backend Optimization – AI-driven database queries and performance monitoring are enhancing efficiency. 

GraphQL Adoption – More applications are shifting from REST APIs to GraphQL for flexible data fetching. 

Edge Computing – Backend processing is moving closer to the user, reducing latency and improving speed. 

Thus, selecting the right backend framework is crucial for building modern, scalable, and secure web applications. The best backend frameworks for web development 2025—including Node.js, Django, Spring Boot, Laravel, and FastAPI—offer unique advantages tailored to different project needs. 

Pairing these frameworks with cutting-edge backend development tools and technologies ensures optimized performance, security, and seamless API interactions. As web applications continue to evolve, backend development will play a vital role in delivering fast, secure, and efficient digital experiences. 

[pcrtisuyog]

The Evolution of the Full Stack Web Developer: Then vs. Now

Technology is moving at lightning speed, and so are the people who build it. One such pivotal role in the digital space is that of the full stack developer—a professional who juggles both the front-end and back-end of web applications. But like all things in tech, the role of the full stack developer has undergone massive transformation over the past two decades.

So, how did we get from the simple websites of the early 2000s to today’s complex, cloud-integrated, API-driven web apps? Let’s walk through the evolution of the full stack web developer: then vs. now.

Back Then: Simpler Times, Simpler Stacks

In the early days of the internet, being a full stack developer meant you were a jack-of-all-trades—but the stack was far less complicated. Websites were relatively static, and the tools were limited but manageable.

What defined a full stack developer then?

HTML, CSS, and a bit of JavaScript: These were the core technologies for building any web interface.

Backend scripting with PHP or ASP.NET: Most developers used server-side languages like PHP for form processing and basic database interactions.

Databases like MySQL: Relational databases were the go-to for storing content.

Little to no version control: Most code was shared via ZIP files or FTP uploads.

Solo development: Often, a single developer managed the entire website—from writing HTML to setting up servers.

This era was defined by simplicity, but also by limitations. Sites were slower, less interactive, and rarely mobile-friendly. Yet, in those early days, one developer could manage it all.

Now: Complexity, Collaboration, and Constant Learning

Fast forward to today, and the web is a different beast. Users expect speed, responsiveness, personalized experiences, and seamless integration with other apps. To meet these expectations, the full stack developer has had to evolve dramatically.

What does a full stack developer look like now?

Front-End Frameworks: React, Angular, or Vue are commonly used for building dynamic user interfaces.

Back-End Powerhouses: Node.js, Django, Ruby on Rails, or even serverless functions on AWS or Azure.

Cloud & DevOps: Modern full stack developers often deploy on cloud platforms and manage CI/CD pipelines.

APIs and Microservices: Today’s applications are modular, and developers must work with RESTful APIs and sometimes GraphQL.

Database Variety: From SQL to NoSQL (MongoDB, Firebase), data storage is more versatile.

Version Control and Collaboration Tools: Git, GitHub, GitLab, and platforms like Jira and Slack are essential.

Security & Performance: Awareness of cross-site scripting, data encryption, and performance optimization is critical.

Modern full stack developers don’t just write code—they’re architects, problem-solvers, and collaborators.

The Human Side of the Evolution

Let’s not forget the human element. Twenty years ago, being a full stack developer often meant learning by doing. There were fewer formal resources, and “Googling it” wasn’t even a thing. Now, developers have access to endless online courses, forums, and bootcamps—but they also face constant pressure to keep up.

Challenges modern full stack developers face:

Burnout from constant learning

Juggling too many technologies

Unclear job definitions in some companies

Need to balance depth vs. breadth of skills

However, despite the complexity, today’s developers are part of a global community. They share code, contribute to open source, and support one another. That’s something that has only grown stronger over time.

The Stack Is Evolving—And So Is the Developer

The definition of a full stack developer continues to shift. Some developers specialize more in either front-end or back-end, while still understanding both. Others become tech leads, DevOps engineers, or product-focused developers. But at its core, the role is about versatility and adaptability.

Key skills of a modern full stack developer:

Proficiency in multiple languages and frameworks

Problem-solving mindset

Understanding of UI/UX principles

Ability to work with databases, APIs, and cloud infrastructure

Strong communication and teamwork skills

Conclusion: From Hackers to Architects

The journey from the humble beginnings of web development to today’s sophisticated tech stacks is a fascinating one. The full stack developer of the past may have worked alone, but the modern developer thrives in collaboration, supported by tools, teams, and an ever-growing tech ecosystem.

The evolution of the full stack web developer: then vs. now reminds us that while tools and technologies will continue to change, the heart of development—curiosity, creativity, and code—remains the same.