Nikhil Pareek

@nikhil-pareek-13

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Building data layer of AGI

San Francisco Bay AreaJoined June 2026

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Building the data layer of AGI @FutureAGI | Founder & CEO | Forbes Tech Council

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NPNikhil Pareeknikhil-p-blogs.hashnode.devJun 4 · 11 min read

A Threat Model for MCP Servers: Five Attack Classes and the Checks That Catch Them

A security researcher publishes an MCP server that does exactly one thing: it returns a random fact of the day. You connect it. Sometime later, your agent quietly forwards a user's entire WhatsApp his

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NPNikhil Pareeknikhil-p-blogs.hashnode.devJun 3 · 6 min read

Tool-calling eval is four problems, not one

I want to start with a trace that still bothers me. An agent fails to book a flight. The model called search_flights with departure_date="next Friday". The endpoint expected an ISO date, returned a 40

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Nikhil Pareek

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Nikhil Pareek's blogs

Recently published

A Threat Model for MCP Servers: Five Attack Classes and the Checks That Catch Them

Tool-calling eval is four problems, not one

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Nikhil Pareek

About

Available for

Nikhil Pareek's blogs

Recently published

A Threat Model for MCP Servers: Five Attack Classes and the Checks That Catch Them

Tool-calling eval is four problems, not one