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AI Agents & Workflow Automation — Engineering Blog

Deep dives into AI agents, workflow automation, IoT integration, and engineering for global scale.

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3 articles

Is Next.js Still Developer-Friendly in 2025? Exploring Issues, Vercel Monopoly, Migrations, and the Upcoming Next.js 16

Ishan SinglaDec 7, 2025

Is Next.js Still Developer-Friendly in 2025? Exploring Issues, Vercel Monopoly, Migrations, and the Upcoming Next.js 16

Dive into the debates surrounding Next.js in 2025: from growing complexity and Vercel's ecosystem dominance to real-world migrations and previews of Next.js 16 at the upcoming conference.

Next.jsVercelReact

Ishan SinglaNov 2, 2024

Personalized Course Recommendation System Using RAG with AWS Bedrock and MongoDB

Learn how to build a personalized course recommendation system using Retrieval-Augmented Generation (RAG) with AWS Bedrock, LangChain.js, MongoDB vector indexing, and Kafka.

RAGAWS BedrockMongoDB

Architecting Scalable, Real-Time AI Chatbots: Principles, Patterns, and Real-World Challenges

Ishan SinglaApr 20, 2024

Architecting Scalable, Real-Time AI Chatbots: Principles, Patterns, and Real-World Challenges

Go beyond the demo. Learn the real-world architecture and design principles behind scalable, real-time AI chatbots—from Kafka pipelines to context-aware AI agents.

AIArchitectureKafka