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Top 5 OWASP API Security Risks and How to Mitigate Them
APIs are essential but highly targeted attack vectors. The OWASP API Security Top 10 outlines critical risks and mitigation strategies:
Broken Object Level Authorization (BOLA)
APIs often expose endpoints that attackers manipulate to access unauthorized resources.
Mitigation: Implement strict authorization checks and ensure unique object IDs are validated server-side.
Broken Authentication
Weak authentication mechanisms can allow attackers to compromise accounts.
Mitigation: Enforce strong authentication methods, including multi-factor authentication (MFA), and use secure token management practices.
Excessive Data Exposure
APIs sometimes expose unnecessary data in response payloads.
Mitigation: Ensure responses only contain required fields, and sensitive information is masked or omitted.
Lack of Rate Limiting
API testing without rate-limiting are vulnerable to brute-force and denial-of-service attacks.
Mitigation: Apply rate limits and implement CAPTCHA mechanisms to prevent automated abuse.
Security Misconfiguration
Misconfigured headers, permissions, or outdated components create vulnerabilities.
Mitigation: Regularly review configurations, apply security patches, and follow secure coding practices.
Conclusion
Understanding and addressing these risks is vital to securing APIs. Proactive testing and adherence to OWASP guidelines ensure robust defenses against potential threats.
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Elon Musk’s so-called Department of Government Efficiency (DOGE) used artificial intelligence from Meta’s Llama model to comb through and analyze emails from federal workers.
Materials viewed by WIRED show that DOGE affiliates within the Office of Personnel Management (OPM) tested and used Meta’s Llama 2 model to review and classify responses from federal workers to the infamous “Fork in the Road” email that was sent across the government in late January.
The email offered deferred resignation to anyone opposed to changes the Trump administration was making to its federal workforce, including an enforced return-to-office policy, downsizing, and a requirement to be “loyal.” To leave their position, recipients merely needed to reply with the word “resign.” This email closely mirrored one that Musk sent to Twitter employees shortly after he took over the company in 2022.
Records show that Llama was deployed to sort through email responses from federal workers to determine how many accepted the offer. The model appears to have run locally, according to materials viewed by WIRED, meaning it’s unlikely to have sent data over the internet.
Meta and OPM did not respond to requests for comment from WIRED.
Meta CEO Mark Zuckerberg appeared alongside other Silicon Valley tech leaders like Musk and Amazon founder Jeff Bezos at Trump’s inauguration in January, but little has been publicly known about his company’s tech being used in government. Because of Llama’s open-source nature, the tool can easily be used by the government to support Musk’s goals without the company’s explicit consent.
Soon after Trump took office in January, DOGE operatives burrowed into OPM, an independent agency that essentially serves as the human resources department for the federal government. The new administration’s first big goal for the agency was to create a government-wide email service, according to current and former OPM employees. Riccardo Biasini, a former Tesla engineer, was involved in building the infrastructure for the service that would send out the original “Fork in the Road” email, according to material viewed by WIRED and reviewed by two government tech workers.
In late February, weeks after the Fork email, OPM sent out another request to all government workers and asked them to submit five bullet points outlining what they accomplished each week. These emails threw a number of agencies into chaos, with workers unsure how to manage email responses that had to be mindful of security clearances and sensitive information. (Adding to the confusion, it has been reported that some workers who turned on read receipts say they found that the responses weren’t actually being opened.) In February, NBC News reported that these emails were expected to go into an AI system for analysis. While the materials seen by WIRED do not explicitly show DOGE affiliates analyzing these weekly “five points” emails with Meta’s Llama models, the way they did with the Fork emails, it wouldn’t be difficult for them to do so, two federal workers tell WIRED.
“We don’t know for sure,” says one federal worker on whether DOGE used Meta’s Llama to review the “five points” emails. “Though if they were smart they’d reuse their code.”
DOGE did not appear to use Musk’s own AI model, Grok, when it set out to build the government-wide email system in the first few weeks of the Trump administration. At the time, Grok was a proprietary model belonging to xAI, and access to its API was limited. But earlier this week, Microsoft announced that it would begin hosting xAi’s Grok 3 models as options in its Azure AI Foundry, making the xAI models more accessible in Microsoft environments like the one used at OPM. This potentially, should they want it, would enable Grok as an option as an AI system going forward. In February, Palantir struck a deal to include Grok as an AI option in the company’s software, which is frequently used in government.
Over the past few months, DOGE has rolled out and used a variety of AI-based tools at government agencies. In March, WIRED reported that the US Army was using a tool called CamoGPT to remove DEI-related language from training materials. The General Services Administration rolled out “GSAi” earlier this year, a chatbot aimed at boosting overall agency productivity. OPM has also accessed software called AutoRIF that could assist in the mass firing of federal workers.
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12 DevSecOps Tools That Make Security Part of Your Code
Security doesn’t have to slow you down. These 12 free and open source tools help developers bake security into every stage of the software development lifecycle—without killing speed or creativity.
TechTarget explains how modern DevSecOps relies on smart, developer-friendly tools that work from the first commit to production. Tools like IriusRisk, Semgrep, Snyk, ZAP, StackHawk and others offer threat modelling, secret scanning, API testing and real-time protection—all designed to integrate into existing workflows. Each tool is chosen for its power, flexibility and accessibility, ensuring security fits naturally into development rather than being forced on it.
Sources: TechTarget
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AI Code Generators: Revolutionizing Software Development
The way we write code is evolving. Thanks to advancements in artificial intelligence, developers now have tools that can generate entire code snippets, functions, or even applications. These tools are known as AI code generators, and they’re transforming how software is built, tested, and deployed.
In this article, we’ll explore AI code generators, how they work, their benefits and limitations, and the best tools available today.
What Are AI Code Generators?
AI code generators are tools powered by machine learning models (like OpenAI's GPT, Meta’s Code Llama, or Google’s Gemini) that can automatically write, complete, or refactor code based on natural language instructions or existing code context.
Instead of manually writing every line, developers can describe what they want in plain English, and the AI tool translates that into functional code.
How AI Code Generators Work
These generators are built on large language models (LLMs) trained on massive datasets of public code from platforms like GitHub, Stack Overflow, and documentation. The AI learns:
Programming syntax
Common patterns
Best practices
Contextual meaning of user input
By processing this data, the generator can predict and output relevant code based on your prompt.
Benefits of AI Code Generators
1. Faster Development
Developers can skip repetitive tasks and boilerplate code, allowing them to focus on core logic and architecture.
2. Increased Productivity
With AI handling suggestions and autocompletions, teams can ship code faster and meet tight deadlines.
3. Fewer Errors
Many generators follow best practices, which helps reduce syntax errors and improve code quality.
4. Learning Support
AI tools can help junior developers understand new languages, patterns, and libraries.
5. Cross-language Support
Most tools support multiple programming languages like Python, JavaScript, Go, Java, and TypeScript.
Popular AI Code Generators
Tool
Highlights
GitHub Copilot
Powered by OpenAI Codex, integrates with VSCode and JetBrains IDEs
Amazon CodeWhisperer
AWS-native tool for generating and securing code
Tabnine
Predictive coding with local + cloud support
Replit Ghostwriter
Ideal for building full-stack web apps in the browser
Codeium
Free and fast with multi-language support
Keploy
AI-powered test case and stub generator for APIs and microservices
Use Cases for AI Code Generators
Writing functions or modules quickly
Auto-generating unit and integration tests
Refactoring legacy code
Building MVPs with minimal manual effort
Converting code between languages
Documenting code automatically
Example: Generate a Function in Python
Prompt: "Write a function to check if a number is prime"
AI Output:
python
CopyEdit
def is_prime(n):
if n <= 1:
return False
for i in range(2, int(n**0.5) + 1):
if n % i == 0:
return False
return True
In seconds, the generator creates a clean, functional block of code that can be tested and deployed.
Challenges and Limitations
Security Risks: Generated code may include unsafe patterns or vulnerabilities.
Bias in Training Data: AI can replicate errors or outdated practices present in its training set.
Over-reliance: Developers might accept code without fully understanding it.
Limited Context: Tools may struggle with highly complex or domain-specific tasks.
AI Code Generators vs Human Developers
AI is not here to replace developers—it’s here to empower them. Think of these tools as intelligent assistants that handle the grunt work, while you focus on decision-making, optimization, and architecture.
Human oversight is still critical for:
Validating output
Ensuring maintainability
Writing business logic
Securing and testing code
AI for Test Case Generation
Tools like Keploy go beyond code generation. Keploy can:
Auto-generate test cases and mocks from real API traffic
Ensure over 90% test coverage
Speed up testing for microservices, saving hours of QA time
Keploy bridges the gap between coding and testing—making your CI/CD pipeline faster and more reliable.
Final Thoughts
AI code generators are changing how modern development works. They help save time, reduce bugs, and boost developer efficiency. While not a replacement for skilled engineers, they are powerful tools in any dev toolkit.
The future of software development will be a blend of human creativity and AI-powered automation. If you're not already using AI tools in your workflow, now is the time to explore. Want to test your APIs using AI-generated test cases? Try Keploy and accelerate your development process with confidence.
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Unlock creative insights with AI instantly
What if the next big business idea wasn’t something you “thought of”… but something you unlocked with the right prompt? Introducing Deep Prompt Generator Pro — the tool designed to help creators, solopreneurs, and future founders discover high-impact business ideas with the help of AI.
💡 The business idea behind this very video? Generated using the app. If you’re serious about building something real with ChatGPT or Claude, this is the tool you need to stop wasting time and start creating real results.
📥 Download the App: ✅ Lite Version (Free) → https://bit.ly/DeepPromptGeneratorLite 🔓 Pro Version (Full Access) → https://www.paypal.com/ncp/payment/DH9Z9LENSPPDS
🧠 What Is It? Deep Prompt Generator Pro is a lightweight desktop app built to generate structured, strategic prompts that help you:
✅ Discover profitable niches ✅ Brainstorm startup & side hustle ideas ✅ Find monetization models for content or products ✅ Develop brand hooks, angles, and offers ✅ Unlock creative insights with AI instantly
Whether you’re building a business, launching a new product, or looking for your first real side hustle — this app gives your AI the clarity to deliver brilliant results.
🔐 Features: Works completely offline No API or browser extensions needed Clean UI with categorized prompts One-click copy to paste into ChatGPT or Claude System-locked premium access for security
🧰 Who It’s For: Founders & solopreneurs Content creators Side hustlers AI power users Business coaches & marketers Anyone who’s tired of “mid” AI output
📘 PDF Guide Included – Every download includes a user-friendly PDF guide to walk you through features, categories, and how to get the best results from your prompts.
📂 Pro Version includes exclusive prompt packs + priority access to new releases.
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📣 Final Call to Action: If this tool gave me a business idea worth filming a whole video about, imagine what it could help you discover. Stop guessing — start prompting smarter.
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Welcome to The App Vault – your ultimate source for lightweight desktop applications that deliver enterprise-grade results without bloatware or subscriptions. We specialize in uncovering hidden gem software that transforms how creators, freelancers, students, and tech enthusiasts work. Discover nano-sized utilities with macro impact that optimize workflows, turbocharge productivity, and unlock creative potential.
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The Next Generation Native REST API Client
Welcome to the official launch of NativeRest—the native REST API client designed to make your API development journey smoother, faster, and more intuitive than ever.
If you’ve used tools like Postman ↗, Insomnia ↗, or HTTPie ↗, you know how essential a powerful API client is for modern development. But what if you could have a tool that combines high performance, a beautiful native interface, and seamless workflow integration—all in one package? That’s where NativeRest comes in.
Why NativeRest?
NativeRest is built from the ground up for speed, efficiency, and a truly native experience. Here’s what sets it apart:
Lightning-Fast Performance: NativeRest leverages native technologies for a snappy, responsive UI that never gets in your way.
Intuitive Design: Enjoy a clutter-free, modern interface that puts your requests and responses front and center.
Advanced Collaboration: Built-in features make it easy to share collections, environments, and test results with your team.
Robust Security: Your data stays private, with secure local storage and granular permission controls.
Cross-Platform Native Experience: Whether you’re on macOS, Windows, or Linux, NativeRest feels right at home.
Get Started
Ready to try it out? Download NativeRest - native rest api client↗ and see how it compares to your current workflow. Want a sneak peek? Check out our YouTube channel ↗ for quick tutorials and feature highlights.
Welcome to the future of API development—welcome to NativeRest!
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Cloud Computing: Definition, Benefits, Types, and Real-World Applications
In the fast-changing digital world, companies require software that matches their specific ways of working, aims and what their customers require. That’s when you need custom software development services. Custom software is made just for your organization, so it is more flexible, scalable and efficient than generic software.
What does Custom Software Development mean?
Custom software development means making, deploying and maintaining software that is tailored to a specific user, company or task. It designs custom Software Development Services: Solutions Made Just for Your Business to meet specific business needs, which off-the-shelf software usually cannot do.
The main advantages of custom software development are listed below.
1. Personalized Fit
Custom software is built to address the specific needs of your business. Everything is designed to fit your workflow, whether you need it for customers, internal tasks or industry-specific functions.
2. Scalability
When your business expands, your software can also expand. You can add more features, users and integrations as needed without being bound by strict licensing rules.
3. Increased Efficiency
Use tools that are designed to work well with your processes. Custom software usually automates tasks, cuts down on repetition and helps people work more efficiently.
4. Better Integration
Many companies rely on different tools and platforms. You can have custom software made to work smoothly with your CRMs, ERPs and third-party APIs.
5. Improved Security
You can set up security measures more effectively in a custom solution. It is particularly important for industries that handle confidential information, such as finance, healthcare or legal services.
Types of Custom Software Solutions That Are Popular
CRM Systems
Inventory and Order Management
Custom-made ERP Solutions
Mobile and Web Apps
eCommerce Platforms
AI and Data Analytics Tools
SaaS Products
The Process of Custom Development
Requirement Analysis
Being aware of your business goals, what users require and the difficulties you face in running the business.
Design & Architecture
Designing a software architecture that can grow, is safe and fits your requirements.
Development & Testing
Writing code that is easy to maintain and testing for errors, speed and compatibility.
Deployment and Support
Making the software available and offering support and updates over time.
What Makes Niotechone a Good Choice?
Our team at Niotechone focuses on providing custom software that helps businesses grow. Our team of experts works with you throughout the process, from the initial idea to the final deployment, to make sure the product is what you require.
Successful experience in various industries
Agile development is the process used.
Support after the launch and options for scaling
Affordable rates and different ways to work together
Final Thoughts
Creating custom software is not only about making an app; it’s about building a tool that helps your business grow. A customized solution can give you the advantage you require in the busy digital market, no matter if you are a startup or an enterprise.
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Symfony Clickjacking Prevention Guide
Clickjacking is a deceptive technique where attackers trick users into clicking on hidden elements, potentially leading to unauthorized actions. As a Symfony developer, it's crucial to implement measures to prevent such vulnerabilities.

🔍 Understanding Clickjacking
Clickjacking involves embedding a transparent iframe over a legitimate webpage, deceiving users into interacting with hidden content. This can lead to unauthorized actions, such as changing account settings or initiating transactions.
🛠️ Implementing X-Frame-Options in Symfony
The X-Frame-Options HTTP header is a primary defense against clickjacking. It controls whether a browser should be allowed to render a page in a <frame>, <iframe>, <embed>, or <object> tag.
Method 1: Using an Event Subscriber
Create an event subscriber to add the X-Frame-Options header to all responses:
// src/EventSubscriber/ClickjackingProtectionSubscriber.php namespace App\EventSubscriber; use Symfony\Component\EventDispatcher\EventSubscriberInterface; use Symfony\Component\HttpKernel\Event\ResponseEvent; use Symfony\Component\HttpKernel\KernelEvents; class ClickjackingProtectionSubscriber implements EventSubscriberInterface { public static function getSubscribedEvents() { return [ KernelEvents::RESPONSE => 'onKernelResponse', ]; } public function onKernelResponse(ResponseEvent $event) { $response = $event->getResponse(); $response->headers->set('X-Frame-Options', 'DENY'); } }
This approach ensures that all responses include the X-Frame-Options header, preventing the page from being embedded in frames or iframes.
Method 2: Using NelmioSecurityBundle
The NelmioSecurityBundle provides additional security features for Symfony applications, including clickjacking protection.
Install the bundle:
composer require nelmio/security-bundle
Configure the bundle in config/packages/nelmio_security.yaml:
nelmio_security: clickjacking: paths: '^/.*': DENY
This configuration adds the X-Frame-Options: DENY header to all responses, preventing the site from being embedded in frames or iframes.
🧪 Testing Your Application
To ensure your application is protected against clickjacking, use our Website Vulnerability Scanner. This tool scans your website for common vulnerabilities, including missing or misconfigured X-Frame-Options headers.

Screenshot of the free tools webpage where you can access security assessment tools.
After scanning for a Website Security check, you'll receive a detailed report highlighting any security issues:

An Example of a vulnerability assessment report generated with our free tool, providing insights into possible vulnerabilities.
🔒 Enhancing Security with Content Security Policy (CSP)
While X-Frame-Options is effective, modern browsers support the more flexible Content-Security-Policy (CSP) header, which provides granular control over framing.
Add the following header to your responses:
$response->headers->set('Content-Security-Policy', "frame-ancestors 'none';");
This directive prevents any domain from embedding your content, offering robust protection against clickjacking.
🧰 Additional Security Measures
CSRF Protection: Ensure that all forms include CSRF tokens to prevent cross-site request forgery attacks.
Regular Updates: Keep Symfony and all dependencies up to date to patch known vulnerabilities.
Security Audits: Conduct regular security audits to identify and address potential vulnerabilities.
📢 Explore More on Our Blog
For more insights into securing your Symfony applications, visit our Pentest Testing Blog. We cover a range of topics, including:
Preventing clickjacking in Laravel
Securing API endpoints
Mitigating SQL injection attacks
🛡️ Our Web Application Penetration Testing Services
Looking for a comprehensive security assessment? Our Web Application Penetration Testing Services offer:
Manual Testing: In-depth analysis by security experts.
Affordable Pricing: Services starting at $25/hr.
Detailed Reports: Actionable insights with remediation steps.
Contact us today for a free consultation and enhance your application's security posture.
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The Role of Mocking in API Automation Testing
Introduction to Mocking in API Testing
Begin by defining mocking as the process of simulating an API's behavior to isolate testing. Explain its importance in API automation for scenarios where real APIs are unavailable, costly, or unstable.
Why Mocking is Essential in API Automation
Unavailability of APIs
Highlight situations where APIs are under development or dependent systems are inaccessible. Mocking allows testing to continue in parallel.
Handling Rate Limits or Costs
Mention scenarios with third-party APIs that have usage restrictions or incur significant costs. Mocks bypass these limitations.
Isolating API Dependencies
Mocking eliminates issues caused by unstable or unpredictable dependent API testing, ensuring reliable test execution.
Implementing Mocking in API Automation
Tools for Mocking
Introduce popular tools like WireMock, Postman, and Mockoon, which simplify mock creation.
Setting Up Mock APIs
Explain how to create mock endpoints that mimic real API responses with defined status codes, headers, and payloads.
Using Mocks in Automation Frameworks
Show how to integrate mocks into testing workflows for seamless execution.
Benefits of Mocking
Discuss advantages such as improved test stability, faster test execution, and early defect detection.
Conclusion Reiterate that mocking is a critical strategy in API automation, enabling robust testing even in complex or constrained environments.
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Navigate the New Rules of ZATCA e-Invoicing Phase 2
The digital shift in Saudi Arabia’s tax landscape is picking up speed. At the center of it all is ZATCA e-Invoicing Phase 2—a mandatory evolution for VAT-registered businesses that brings more structure, security, and real-time integration to how invoices are issued and reported.
If you’ve already adjusted to Phase 1, you’re halfway there. But Phase 2 introduces new technical and operational changes that require deeper preparation. The good news? With the right understanding, this shift can actually help streamline your business and improve your reporting accuracy.
Let’s walk through everything you need to know—clearly, simply, and without the technical overwhelm.
What Is ZATCA e-Invoicing Phase 2?
To recap, ZATCA stands for the Zakat, Tax and Customs Authority in Saudi Arabia. It oversees tax compliance in the Kingdom and is driving the movement toward electronic invoicing through a phased approach.
The Two Phases at a Glance:
Phase 1 (Generation Phase): Started in December 2021, requiring businesses to issue digital (structured XML) invoices using compliant systems.
Phase 2 (Integration Phase): Began in January 2023, and requires companies to integrate their invoicing systems directly with ZATCA for invoice clearance or reporting.
This second phase is a big leap toward real-time transparency and anti-fraud efforts, aligning with Vision 2030’s goal of building a smart, digital economy.
Why Does Phase 2 Matter?
ZATCA isn’t just ticking boxes—it’s building a national infrastructure where tax-related transactions are instant, auditable, and harder to manipulate. For businesses, this means more accountability but also potential benefits.
Benefits include:
Reduced manual work and paperwork
More accurate tax reporting
Easier audits and compliance checks
Stronger business credibility
Less risk of invoice rejection or disputes
Who Must Comply (and When)?
ZATCA isn’t pushing everyone into Phase 2 overnight. Instead, it’s rolling out compliance in waves, based on annual revenue.
Here's how it’s working:
Wave 1: Companies earning over SAR 3 billion (Started Jan 1, 2023)
Wave 2: Businesses making over SAR 500 million (Started July 1, 2023)
Future Waves: Will gradually include businesses with lower revenue thresholds
If you haven’t been notified yet, don’t relax too much. ZATCA gives companies a 6-month window to prepare after they're selected—so it’s best to be ready early.
What Does Compliance Look Like?
So, what exactly do you need to change in Phase 2? It's more than just creating digital invoices—now your system must be capable of live interaction with ZATCA’s platform, FATOORA.
Main Requirements:
System Integration: Your invoicing software must connect to ZATCA’s API.
XML Format: Invoices must follow a specific structured format.
Digital Signatures: Mandatory to prove invoice authenticity.
UUID and Cryptographic Stamps: Each invoice must have a unique identifier and be digitally stamped.
QR Codes: Required especially for B2C invoices.
Invoice Clearance or Reporting:
B2B invoices (Standard): Must be cleared in real time before being sent to the buyer.
B2C invoices (Simplified): Must be reported within 24 hours after being issued.
How to Prepare for ZATCA e-Invoicing Phase 2
Don’t wait for a formal notification to get started. The earlier you prepare, the smoother the transition will be.
1. Assess Your Current Invoicing System
Ask yourself:
Can my system issue XML invoices?
Is it capable of integrating with external APIs?
Does it support digital stamping and signing?
If not, it’s time to either upgrade your system or migrate to a ZATCA-certified solution.
2. Choose the Right E-Invoicing Partner
Many local and international providers now offer ZATCA-compliant invoicing tools. Look for:
Local support and Arabic language interface
Experience with previous Phase 2 implementations
Ongoing updates to stay compliant with future changes
3. Test in ZATCA’s Sandbox
Before going live, ZATCA provides a sandbox environment for testing your setup. Use this opportunity to:
Validate invoice formats
Test real-time API responses
Simulate your daily invoicing process
4. Train Your Staff
Ensure everyone involved understands what’s changing. This includes:
Accountants and finance officers
Sales and billing teams
IT and software teams
Create a simple internal workflow that covers:
Who issues the invoice
How it gets cleared or reported
What happens if it’s rejected
Common Mistakes to Avoid
Transitioning to ZATCA e-Invoicing Phase 2 isn’t difficult—but there are a few traps businesses often fall into:
Waiting too long: 6 months isn’t much time if system changes are required.
Relying on outdated software: Non-compliant systems can cause major delays.
Ignoring sandbox testing: It’s your safety net—use it.
Overcomplicating the process: Keep workflows simple and efficient.
What Happens If You Don’t Comply?
ZATCA has teeth. If you’re selected for Phase 2 and fail to comply by the deadline, you may face:
Financial penalties
Suspension of invoicing ability
Legal consequences
Reputation damage with clients and partners
This is not a soft suggestion—it’s a mandatory requirement with real implications.
The Upside of Compliance
Yes, it’s mandatory. Yes, it takes some effort. But it’s not all downside. Many businesses that have adopted Phase 2 early are already seeing internal benefits:
Faster approvals and reduced invoice disputes
Cleaner, more accurate records
Improved VAT recovery processes
Enhanced data visibility for forecasting and planning
The more digital your systems, the better equipped you are for long-term growth in Saudi Arabia's evolving business landscape.
Final Words: Don’t Just Comply—Adapt and Thrive
ZATCA e-invoicing phase 2 isn’t just about avoiding penalties—it’s about future-proofing your business. The better your systems are today, the easier it will be to scale, compete, and thrive in a digital-first economy.
Start early. Get the right tools. Educate your team. And treat this not as a burden—but as a stepping stone toward smarter operations and greater compliance confidence.
Key Takeaways:
Phase 2 is live and being rolled out in waves—check if your business qualifies.
It requires full system integration with ZATCA via APIs.
Real-time clearance and structured XML formats are now essential.
Early preparation and testing are the best ways to avoid stress and penalties.
The right software partner can make all the difference.
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Why Python Will Thrive: Future Trends and Applications
Python has already made a significant impact in the tech world, and its trajectory for the future is even more promising. From its simplicity and versatility to its widespread use in cutting-edge technologies, Python is expected to continue thriving in the coming years. Considering the kind support of Python Course in Chennai Whatever your level of experience or reason for switching from another programming language, learning Python gets much more fun.
Let's explore why Python will remain at the forefront of software development and what trends and applications will contribute to its ongoing dominance.
1. Artificial Intelligence and Machine Learning
Python is already the go-to language for AI and machine learning, and its role in these fields is set to expand further. With powerful libraries such as TensorFlow, PyTorch, and Scikit-learn, Python simplifies the development of machine learning models and artificial intelligence applications. As more industries integrate AI for automation, personalization, and predictive analytics, Python will remain a core language for developing intelligent systems.
2. Data Science and Big Data
Data science is one of the most significant areas where Python has excelled. Libraries like Pandas, NumPy, and Matplotlib make data manipulation and visualization simple and efficient. As companies and organizations continue to generate and analyze vast amounts of data, Python’s ability to process, clean, and visualize big data will only become more critical. Additionally, Python’s compatibility with big data platforms like Hadoop and Apache Spark ensures that it will remain a major player in data-driven decision-making.
3. Web Development
Python’s role in web development is growing thanks to frameworks like Django and Flask, which provide robust, scalable, and secure solutions for building web applications. With the increasing demand for interactive websites and APIs, Python is well-positioned to continue serving as a top language for backend development. Its integration with cloud computing platforms will also fuel its growth in building modern web applications that scale efficiently.
4. Automation and Scripting
Automation is another area where Python excels. Developers use Python to automate tasks ranging from system administration to testing and deployment. With the rise of DevOps practices and the growing demand for workflow automation, Python’s role in streamlining repetitive processes will continue to grow. Businesses across industries will rely on Python to boost productivity, reduce errors, and optimize performance. With the aid of Best Online Training & Placement Programs, which offer comprehensive training and job placement support to anyone looking to develop their talents, it’s easier to learn this tool and advance your career.
5. Cybersecurity and Ethical Hacking
With cyber threats becoming increasingly sophisticated, cybersecurity is a critical concern for businesses worldwide. Python is widely used for penetration testing, vulnerability scanning, and threat detection due to its simplicity and effectiveness. Libraries like Scapy and PyCrypto make Python an excellent choice for ethical hacking and security professionals. As the need for robust cybersecurity measures increases, Python’s role in safeguarding digital assets will continue to thrive.
6. Internet of Things (IoT)
Python’s compatibility with microcontrollers and embedded systems makes it a strong contender in the growing field of IoT. Frameworks like MicroPython and CircuitPython enable developers to build IoT applications efficiently, whether for home automation, smart cities, or industrial systems. As the number of connected devices continues to rise, Python will remain a dominant language for creating scalable and reliable IoT solutions.
7. Cloud Computing and Serverless Architectures
The rise of cloud computing and serverless architectures has created new opportunities for Python. Cloud platforms like AWS, Google Cloud, and Microsoft Azure all support Python, allowing developers to build scalable and cost-efficient applications. With its flexibility and integration capabilities, Python is perfectly suited for developing cloud-based applications, serverless functions, and microservices.
8. Gaming and Virtual Reality
Python has long been used in game development, with libraries such as Pygame offering simple tools to create 2D games. However, as gaming and virtual reality (VR) technologies evolve, Python’s role in developing immersive experiences will grow. The language’s ease of use and integration with game engines will make it a popular choice for building gaming platforms, VR applications, and simulations.
9. Expanding Job Market
As Python’s applications continue to grow, so does the demand for Python developers. From startups to tech giants like Google, Facebook, and Amazon, companies across industries are seeking professionals who are proficient in Python. The increasing adoption of Python in various fields, including data science, AI, cybersecurity, and cloud computing, ensures a thriving job market for Python developers in the future.
10. Constant Evolution and Community Support
Python’s open-source nature means that it’s constantly evolving with new libraries, frameworks, and features. Its vibrant community of developers contributes to its growth and ensures that Python stays relevant to emerging trends and technologies. Whether it’s a new tool for AI or a breakthrough in web development, Python’s community is always working to improve the language and make it more efficient for developers.
Conclusion
Python’s future is bright, with its presence continuing to grow in AI, data science, automation, web development, and beyond. As industries become increasingly data-driven, automated, and connected, Python’s simplicity, versatility, and strong community support make it an ideal choice for developers. Whether you are a beginner looking to start your coding journey or a seasoned professional exploring new career opportunities, learning Python offers long-term benefits in a rapidly evolving tech landscape.
#python course#python training#python#technology#tech#python programming#python online training#python online course#python online classes#python certification
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Revolutionizing DeFi Development: How STON.fi API & SDK Simplify Token Swaps

The decentralized finance (DeFi) landscape is evolving rapidly, and developers are constantly seeking efficient ways to integrate token swap functionalities into their platforms. However, building seamless and optimized swap mechanisms from scratch can be complex, time-consuming, and risky.
This is where STON.fi API & SDK come into play. They provide developers with a ready-to-use, optimized solution that simplifies the process of enabling fast, secure, and cost-effective swaps.
In this article, we’ll take an in-depth look at why developers need efficient swap solutions, how the STON.fi API & SDK work, and how they can be integrated into various DeFi applications.
Why Developers Need a Robust Swap Integration
One of the core functions of any DeFi application is token swapping—the ability to exchange one cryptocurrency for another instantly and at the best possible rate.
But integrating swaps manually is not a straightforward task. Developers face several challenges:
Complex Smart Contract Logic – Handling liquidity pools, slippage, and price calculations requires expertise and rigorous testing.
Security Vulnerabilities – Improperly coded swaps can expose user funds to attacks.
Performance Issues – Slow execution or high gas fees can frustrate users and hurt adoption.
A poorly integrated swap feature can turn users away from a DeFi application, affecting engagement and liquidity. That’s why an efficient, battle-tested API and SDK can make a significant difference.
STON.fi API & SDK: What Makes Them a Game-Changer?
STON.fi has built an optimized API and SDK designed to handle the complexities of token swaps while giving developers an easy-to-use toolkit. Here’s why they stand out:
1. Seamless Swap Execution
Instead of manually routing transactions through liquidity pools, the STON.fi API automates the process, ensuring users always get the best swap rates.
2. Developer-Friendly SDK
For those who prefer working with structured development tools, the STON.fi SDK comes with pre-built functions that remove the need for extensive custom coding. Whether you’re integrating swaps into a mobile wallet, trading platform, or decentralized app, the SDK simplifies the process.
3. High-Speed Performance & Low Costs
STON.fi’s infrastructure is optimized for fast transaction execution, reducing delays and minimizing slippage. Users benefit from lower costs, while developers get a plug-and-play solution that ensures a smooth experience.
4. Secure & Scalable
Security is a major concern in DeFi, and STON.fi’s API is built with strong security measures, protecting transactions from vulnerabilities and ensuring reliability even under heavy traffic.
Practical Use Cases for Developers
1. Building Decentralized Exchanges (DEXs)
STON.fi API enables developers to integrate swap functionalities directly into their DEX platforms without having to build custom liquidity management solutions.
2. Enhancing Web3 Wallets
Crypto wallets can integrate STON.fi’s swap functionality, allowing users to exchange tokens without leaving the wallet interface.
3. Automating Trading Strategies
The API can be used to build automated trading bots that execute swaps based on real-time market conditions, improving efficiency for traders.
4. Scaling DeFi Platforms
For DeFi applications handling high transaction volumes, STON.fi API ensures fast and cost-effective execution, improving user retention.
Why Developers Should Consider STON.fi API & SDK
For developers aiming to create efficient, user-friendly, and scalable DeFi applications, STON.fi offers a robust solution that eliminates the complexities of manual integrations.
Saves Development Time – Reduces the need for custom swap coding.
Improves Security – Pre-tested smart contracts minimize vulnerabilities.
Enhances User Experience – Faster swaps create a smoother, more reliable platform.
Optimizes Performance – Low latency and cost-efficient execution ensure better outcomes.
Whether you’re working on a new DeFi project or improving an existing platform, STON.fi’s API & SDK provide a solid foundation to enhance functionality and scalability.
By leveraging STON.fi’s tools, developers can focus on building innovative features, rather than getting caught up in the technical challenges of token swaps.
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The Ultimate Developer’s Guide to STON.fi API & SDK Demo App

In the fast-paced world of blockchain and decentralized finance (DeFi), efficiency is everything. Developers don’t have time to manually configure and troubleshoot every feature from scratch. What they need is a plug-and-play solution that simplifies complex integrations while maintaining flexibility.
That’s exactly what the STON.fi API & SDK Demo App delivers. This tool isn’t just a sample—it’s a fully functional blueprint designed to help developers seamlessly integrate STON.fi’s token swap functionalities into their projects.
Whether you're an independent developer, part of a startup, or working with an established blockchain project, this demo app can save you hours of coding and debugging while ensuring a smooth user experience.
Let's break it down into why this tool matters, what it offers, and how you can make the most of it.
Why Every Developer Should Pay Attention to This Tool
Building DeFi applications requires precision, speed, and reliability. You’re dealing with real-time token swaps, liquidity pools, and user funds—there’s no room for error.
Developing a decentralized exchange (DEX) or any other blockchain application means working with smart contracts, APIs, and SDKs. The STON.fi API & SDK Demo App eliminates the complexity by providing a ready-made environment that demonstrates how STON.fi’s swap function operates in real-time.
Rather than starting from zero, developers can study, test, and integrate working solutions—accelerating their workflow and reducing risks.
Key Features That Make a Difference
The STON.fi API & SDK Demo App isn’t just a basic code snippet; it’s a structured, well-designed tool for developers looking to integrate token swaps efficiently. Here’s what makes it stand out:
1. Full-Scale Swap Functionality
The demo app provides a complete token swap system, showing exactly how transactions are executed. It includes all the necessary elements, such as price calculations, transaction confirmations, and seamless execution on the TON blockchain.
2. Clean, Modular Code for Easy Integration
Well-documented and structured code allows developers to adapt the swap function to their own projects. This modular approach makes customization straightforward, ensuring that developers don’t have to modify complex backend structures.
3. Real-Time Data & Execution
Blockchain transactions happen in real-time, so any delay or miscalculation can impact the user experience. This demo app mirrors actual trading conditions, allowing developers to test how their systems will function under real-world circumstances.
4. Compatibility Across Different DeFi Platforms
Whether you're building a DEX, a liquidity management system, or a DeFi dashboard, this app is flexible enough to fit into various use cases. Developers can integrate the swap function without restructuring their entire application.
How Developers Can Use This Tool to Their Advantage
1. Speed Up Development Time
Instead of writing swap functionalities from scratch, developers can focus on building unique features and optimizing user experience while leveraging STON.fi’s ready-made framework.
2. Reduce Errors & Improve Security
Errors in DeFi transactions can lead to financial losses or security vulnerabilities. Since the STON.fi API & SDK Demo App is already tested and optimized, integrating its features helps developers avoid common mistakes.
3. Learn & Implement Best Practices
For developers new to blockchain integrations, this demo app serves as a learning resource. Studying how STON.fi’s swap function is structured provides valuable insights into writing efficient, scalable, and secure blockchain applications.
4. Scale DeFi Projects Without Hassle
As blockchain projects grow, they need scalable, efficient, and user-friendly solutions. The STON.fi demo app ensures that token swaps remain fast and seamless, regardless of transaction volume.
Who Should Use the STON.fi API & SDK Demo App
This tool is built for a wide range of developers, including:
Blockchain Engineers – Those integrating token swaps, liquidity pools, and DeFi features into their projects.
DeFi Startups – Teams looking for efficient solutions without spending months on development.
Crypto Enthusiasts – Developers exploring blockchain functionalities and testing real-world DeFi integrations.
Tech Entrepreneurs – Anyone looking to build scalable financial applications on the TON blockchain.
Final Thoughts: A Must-Have for Blockchain Developers
For any developer working in the DeFi and blockchain space, the STON.fi API & SDK Demo App is an invaluable resource. It streamlines the process of integrating token swaps, saves development time, and ensures that applications run smoothly and efficiently.
With clear documentation, real-time execution, and a flexible framework, this tool isn’t just a demo—it’s a blueprint for success. Whether you’re building your first DeFi project or optimizing an existing platform, this resource is designed to help you get the job done faster and better.
For developers who prioritize efficiency, security, and scalability, this is a game-changing tool that simplifies one of the most critical aspects of DeFi application development.
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Top Tools for DAO Development: Best Platforms for 2025
What Is a DAO?
A Decentralized Autonomous Organization (DAO) is a community-led entity with no central authority. Built on blockchain technology, it operates through smart contracts, ensuring transparency and automation in decision-making. Members hold voting rights through governance tokens, enabling them to influence protocol updates, treasury management, and project direction.
Why Is a DAO Important?
DAOs eliminate traditional hierarchical structures, making governance more democratic and trustless. They are widely used in DeFi, NFT communities, and blockchain-based projects. With secure and transparent mechanisms, DAOs enhance accountability and efficiency in decentralized ecosystems.
DAO Platform Development: Top Solutions for Building Decentralized Organizations
Creating a DAO requires specialized tools and platforms that provide governance frameworks, smart contracts, and automation features. Here are some of the best options for 2025:
Aragon – Offers modular governance solutions, enabling the creation of DAOs with customizable smart contracts.
Colony – Focuses on reputation-based governance, ensuring fair decision-making.
DAOstack – Provides a scalable framework with robust governance mechanisms.
MolochDAO – Designed for grant funding DAOs with simplified governance.
Snapshot – A gasless voting tool used for off-chain governance.
Smart Contract Development for DAO: Best Tools for Secure Automation
Smart contracts form the backbone of DAO operations, executing governance rules autonomously. Security and efficiency are crucial when developing these contracts. Leading tools for 2025 include:
Solidity – The most widely used programming language for Ethereum-based smart contracts.
OpenZeppelin – A security library for developing standardized and audited smart contracts.
Hardhat – A testing and development framework with debugging features.
Remix IDE – A browser-based tool for writing, testing, and deploying smart contracts.
Truffle Suite – A powerful development environment for Ethereum applications.
DAO dApp Development: Essential Platforms for Building Decentralized Apps
Decentralized applications (dApps) play a key role in DAO ecosystems, offering interfaces for governance, treasury management, and voting. Essential platforms for building DAO-focused dApps include:
Moralis – Provides blockchain API services, reducing development complexity.
Thirdweb – Simplifies smart contract deployment for DAO dApps.
Alchemy – Offers high-performance APIs for blockchain interactions.
IPFS – A decentralized storage solution for DAO-related data.
The Graph – Indexes blockchain data to improve dApp performance.
Which Blockchain Networks Offer the Best Support for DAO Creation?
Selecting the right blockchain network is vital for DAO functionality. These blockchains provide the best infrastructure for DAO development in 2025:
Ethereum – The most popular choice, backed by extensive developer support and security.
Polygon – A layer-2 scaling solution that reduces transaction costs for DAOs.
Solana – Offers high-speed transactions with minimal fees.
Binance Smart Chain (BSC) – Provides an affordable alternative to Ethereum.
Polkadot – Supports interoperability, allowing DAOs to operate across multiple chains.
Malgo is gaining traction for its high-security infrastructure, making it a competitive option for DAO creation.
How No-Code and Low-Code Tools Are Making DAO Development Easier
No-code and low-code solutions are transforming DAO creation, making it accessible to non-developers. These platforms streamline development without requiring deep technical expertise:
DAOhaus – A no-code platform for launching DAOs instantly.
Superfluid – Enables real-time governance token streaming.
Tally – Simplifies on-chain governance implementation.
Gnosis Safe – Offers multi-signature wallet solutions for DAO treasury management.
Clarity – A smart contract language designed for security and ease of use. Malgo provides low-code tools that streamline DAO governance and automation, reducing the technical barriers to entry.
Final Thoughts As DAOs continue to reshape digital governance, selecting the right tools for development is crucial. Get top-tier DAO development services to build your decentralized organization! From governance frameworks to smart contract solutions, the ecosystem offers a variety of powerful platforms to streamline the process. Among these, Malgo stands out as the top DAO development solution, offering innovative features and seamless integrations. Whether building a DAO from scratch or optimizing an existing one, using the best tools ensures efficiency, security, and scalability for long-term success.
#DAODevelopment#DecentralizedGovernance#BlockchainInnovation#SmartContracts#DeFiIntegration#NFTMarketplace
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TCoE Framework: Best Practices for Standardized Testing Processes
A Testing Center of Excellence (TCoE) framework focuses on unifying and optimizing testing processes across an organization. By adopting standardized practices, businesses can improve efficiency, consistency, and quality while reducing costs and redundancies.
Define Clear Objectives and Metrics
Set measurable goals for the TCoE, such as improved defect detection rates or reduced test cycle times. Establish key performance indicators (KPIs) to monitor progress and ensure alignment with business objectives.
Adopt a Robust Testing Framework
Use modular and reusable components to create a testing framework that supports both manual and automated testing. Incorporate practices like data-driven and behavior-driven testing to ensure flexibility and scalability.
Leverage the Right Tools and Technologies
Standardize tools for test automation, performance testing, and test management across teams. Integrate AI-driven tools to enhance predictive analytics and reduce test maintenance.
Focus on Skill Development
Provide continuous training to ensure teams stay updated with the latest testing methodologies and technologies. Encourage certifications and cross-functional learning.
Promote Collaboration and Knowledge Sharing
Foster collaboration between development, QA, and operations teams. Establish a knowledge repository for sharing test scripts, results, and best practices.
By implementing these best practices, organizations can build a high-performing TCoE framework that ensures seamless, standardized, and efficient testing processes.
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How Indian iOS App Developers Build Scalable and Secure Applications

In today’s fast-growing mobile market, building scalable and secure iOS applications is a top priority for businesses. Whether you are a startup or an enterprise, users expect fast, smooth, and secure mobile experiences. This is where Indian iOS app developers come into play.
India has become a global hub for mobile app development. Companies from all over the world hire iOS app developers in India for their expertise, cost-effectiveness, and strong technical skills. In this blog, we will explain how Indian iOS developers build scalable and secure apps, and why you should hire iOS developers from India for your next project.
Why Scalability and Security Matter in iOS Apps
Before diving into the technical strengths of Indian developers, it’s important to understand why scalability and security are critical.
Scalability
An app is scalable when it can handle growth — more users, more data, more features — without crashing or slowing down. Apps like Instagram or Uber didn’t start with millions of users. But they were built to scale, and that’s why they could grow easily.
Security
Security is essential for user trust. iOS apps deal with sensitive data, such as payment information, personal chats, or health data. A single breach can ruin a brand’s reputation. That’s why secure coding practices, data encryption, and secure APIs are must-haves.
Why Companies Hire iOS App Developers in India
India is one of the top destinations for mobile app development. Let’s explore the key reasons businesses choose to hire iOS app developers in India:
1. Cost-Effective Solutions
Hiring an in-house developer in the US or Europe can be expensive. But when you hire iPhone app developers in India, you can cut development costs by up to 60% — without compromising on quality.
2. Skilled Talent Pool
India produces thousands of engineers every year. You’ll find many dedicated iOS app developers with deep knowledge of Swift, Objective-C, and Apple’s development tools.
3. Global Experience
Most Indian iOS developers have worked with clients from the USA, UK, UAE, Canada, and other parts of the world. So when you hire iPhone programmers in India, you’re choosing professionals with global exposure and understanding of business needs.
How Indian Developers Build Scalable iOS Apps
Here’s how Indian iOS developers create apps that are built to grow:
1. Modular Architecture
They use modular architecture such as MVC (Model-View-Controller) or MVVM (Model-View-ViewModel). This makes the codebase clean, easy to manage, and scalable when adding new features.
2. Cloud Integration
Indian developers integrate apps with cloud services like AWS, Google Cloud, or Firebase. This allows easy scaling for more users, content storage, and backups.
3. Load Testing
They use performance and load testing tools to simulate thousands of users and test how the app behaves. This helps identify bottlenecks and fix them before launch.
4. Code Reusability
Indian iOS developers focus on reusing code wherever possible. This reduces errors, increases development speed, and makes it easier to scale.
5. Regular Updates
Post-launch support is just as important. When you hire dedicated iOS app developers from India, they provide continuous updates and performance improvements as your app grows.
How Indian Developers Ensure App Security
Now, let’s understand how Indian developers build secure iOS applications:
1. Data Encryption
Sensitive data is encrypted using AES (Advanced Encryption Standard) and stored securely. This protects user data from breaches.
2. Secure APIs
Developers use secure protocols like HTTPS and OAuth 2.0 when integrating APIs. This prevents unauthorized access.
3. App Transport Security (ATS)
ATS is enabled by default in iOS apps. Indian developers follow Apple’s best practices to ensure data security in transit.
4. Secure Authentication
When building login systems, developers integrate features like two-factor authentication (2FA), biometric login (Face ID/Touch ID), and strong password policies.
5. Regular Code Reviews
When you hire iOS developers in India, they follow coding standards and conduct regular security audits to catch vulnerabilities early.
Quytech: Your Trusted Partner to Hire iOS App Developers in India
If you're looking for a reliable tech partner, Quytech is a leading mobile app development company where you can hire iOS app developers in India who are experienced, innovative, and committed to quality.
Why Choose Quytech?
Experienced iOS Team: We have a team of certified Swift and Objective-C experts.
End-to-End Services: From planning to post-launch support, we cover everything.
Custom Solutions: Whether you need a retail app or a fintech solution, we build what your business needs.
Transparent Pricing: No hidden charges. Clear, flexible engagement models.
When you hire iPhone app developers from Quytech, you’re not just hiring coders—you’re hiring thinkers and problem-solvers.
Technologies Used by Indian iOS Developers
To build scalable and secure apps, Indian iOS developers make use of the latest tech stack: AreaTools/TechnologiesProgramming LanguagesSwift, Objective-CIDEXcodeUI/UX DesignUIKit, SwiftUICloud IntegrationAWS, Google Cloud, FirebaseDatabaseCore Data, Realm, SQLiteTestingXCTest, AppiumSecurityKeychain, SSL Pinning, ATS
Key Industries Benefiting from Indian iOS Developers
Businesses across various domains hire iPhone app developers in India to bring their ideas to life:
Healthcare – Secure patient data and HIPAA-compliant apps
Fintech – Scalable apps with multi-layer security
E-commerce – Personalized and fast mobile shopping apps
Education – eLearning platforms with real-time performance tracking
Travel – GPS-based features, booking systems, and secure payments
Final Thoughts
If you want to build an iOS app that is scalable, secure, and cost-effective, then India is your go-to destination. By choosing to hire iOS app developers or hire dedicated iOS app developers from India, you get high-quality development, faster time-to-market, and budget-friendly rates.
So, whether you are planning a new iOS app or upgrading an existing one, it’s time to hire iPhone app developers in India who understand your goals and turn them into world-class mobile apps.
#hire ios app developers#hire ios app developers in india#hire iphone app developers#hire iphone app developers in india#hire iphone app developer india#hire dedicated ios app developer#hire iphone programmer in india
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