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Swapneswar Sundar Ray profile picture

Swapneswar Sundar Ray

AI Systems engineer specializing in Agentic AI and LLM systems with 15+ years of experience designing scalable enterprise platforms, APIs, and autonomous workflows.

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Stop Using AI Only to Build—Start Using It to Break Your Systems

Stop Using AI Only to Build—Start Using It to Break Your Systems

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4 min read
I tried using AI to build an exam system. It worked… until it didn’t.

I tried using AI to build an exam system. It worked… until it didn’t.

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6 min read
Will tools like ChatGPT replace developers?

Will tools like ChatGPT replace developers?

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2 min read
The Hidden Cost of AI Programming (and How to Use It Mindfully)

The Hidden Cost of AI Programming (and How to Use It Mindfully)

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2 min read
LangChain and LangGraph: Building Reliable Agentic AI Workflows

LangChain and LangGraph: Building Reliable Agentic AI Workflows

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1 min read
AI Tools Ranked (Best to Worst) by Real-World Impact

AI Tools Ranked (Best to Worst) by Real-World Impact

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2 min read
Banks and AI

Banks and AI

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2 min read
Stop Building One Giant Prompt: A Better Way to Design LLM Systems

Stop Building One Giant Prompt: A Better Way to Design LLM Systems

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2 min read
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