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Sneha M K

Forward Deployed / AI-Augmented Full Stack Engineer (React, Node.js, AWS) 7+ yrs shipping event-driven systems with Cursor's agentic AI. Writing about AI-native workflows & distributed systems.

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How Does a Vector Database Work?

How Does a Vector Database Work?

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1 min read

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MCP vs. API Explained: Do We Still Need APIs After MCP?Proven With Runnable Code

MCP vs. API Explained: Do We Still Need APIs After MCP?Proven With Runnable Code

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6 min read
Meet Jev: The AI That Refuses to Chat With You (On Purpose)

Meet Jev: The AI That Refuses to Chat With You (On Purpose)

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3 min read
CLOSEDQUORUM: The Malware That Lets Four AI Models Vote on How to Attack You

CLOSEDQUORUM: The Malware That Lets Four AI Models Vote on How to Attack You

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4 min read
"I Was Too Embarrassed to Ask What RAG Means, So I Wrote This Instead"

"I Was Too Embarrassed to Ask What RAG Means, So I Wrote This Instead"

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5 min read
How LangChain, LangGraph, LangSmith fits together

How LangChain, LangGraph, LangSmith fits together

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4 min read
MCP vs. API Explained: Do We Still Need APIs After MCP?

GitHub MCP server's 50K token startup cost

MCP vs. API Explained: Do We Still Need APIs After MCP?

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5 min read
How do you handle errors consistently across a Node.js API?

How do you handle errors consistently across a Node.js API?

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1 min read
How does Tab Order work in the DOM?

How does Tab Order work in the DOM?

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1 min read
Why do keys matter in React, and how do they improve performance?

Why do keys matter in React, and how do they improve performance?

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1 min read
Date filter for HTML Table

Date filter for HTML Table

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2 min read
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