Arman Siddiqui 's Answers

Challenges & Solutions for AI Integration in Web Apps 1. Data Privacy & Security Challenge: AI often processes sensitive user data, raising privacy concerns under GDPR, CCPA, etc. Solution: Implement strong encryption, data anonymization, and access controls. Use federated learning or on-de...

Terraform vs Pulumi: Which to Choose in 2025? Terraform: Uses HCL; industry standard with massive ecosystem Strong state management & drift detection Great for enterprise, compliance-heavy environments Best for platform-level infra (VPCs, IAM, etc.) Pulumi: Uses real languages (TypeScr...

How Developers Stay Productive with AI Tools (2025) 1. Use AI as Assistants, Not Replacements Review all AI code. Don’t trust blindly. 2. Centralize Tools in IDE Use Copilot, ChatGPT, linters inside VS Code or JetBrains to avoid context switching. 3. Choose a Focused Stack One tool per...

1. Follow Consistent Coding Standards Use style guides such as: PEP 8 for Python Java Code Conventions Microsoft C# Coding Conventions Use linters and formatters like ESLint, Prettier, Flake8, or StyleCop to automate enforcement. 2. Write Self-Documenting Code Use descriptive variable, f...

Spring Boot is indeed a powerful framework and is widely used across organizations to build efficient and scalable solutions. Here are additional points explaining why Spring Boot is popular for microservices and some real-world scenarios where it has been effectively used: Key Features of Sp...

Great question—this is something a lot of aspiring full-stack developer are wondering right now. Is the MERN stack saturated in 2025? To some extent, yes—it has become quite popular over the years, which naturally means there’s more competition. But that doesn’t mean there’s no demand. Compani...

Yes, this is a very common concern among freshers and it’s a valid one. To be honest, AI is not here to replace developers, but those who don’t adapt to using AI might get replaced by those who do. Developers who leverage AI tools in their workflow can work 2x to 10x faster than those who don’...

Model Context Protocol (MCP) has recently garnered significant attention due to its robust capabilities in bridging Large Language Models (LLMs) with third-party tools such as GitHub, Jira, and various databases. MCP serves as a powerful middleware, enabling LLMs to perform complex development...

This is an intriguing question in today’s fast-evolving tech landscape. When I first encountered this technology, I shared similar confusion. Given the fast-paced demands of the industry, you can jump directly into learning Spring Boot, but it’s crucial to ensure you have a strong foundational un...

Getting started in the software industry, especially as a Java developer, can feel overwhelming—but with a clear path, it becomes manageable. Here's a step-by-step guide to becoming job-ready: Master Core Java Build a strong foundation in Core Java. Once your basics are clear, moving into adv...