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Model Context Protocol

MCP is an open protocol that standardizes how applications provide context to LLMs.

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MCP vs Plain Tool Calling: When Each One Earns Its Keep

MCP vs Plain Tool Calling: When Each One Earns Its Keep

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7 min read
The Validation Server: Test AI Claims Against Reality Before Your Users Do

The Validation Server: Test AI Claims Against Reality Before Your Users Do

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3 min read
161 verified AI package hallucinations across 8.5M indexed — open dataset

161 verified AI package hallucinations across 8.5M indexed — open dataset

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4 min read
How I Connected 130M+ B2B Contacts to Claude Using MCP

How I Connected 130M+ B2B Contacts to Claude Using MCP

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3 min read
MCP vs Skills: a practical decision guide for builders

MCP vs Skills: a practical decision guide for builders

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4 min read
Why Your AI Coding Assistant Forgets Everything (And What You Can Do About It)

Why Your AI Coding Assistant Forgets Everything (And What You Can Do About It)

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5 min read
We audited LoCoMo: 6.4% of the answer key is wrong and the judge accepts up to 63% of intentionally

We audited LoCoMo: 6.4% of the answer key is wrong and the judge accepts up to 63% of intentionally

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5 min read
My AI remembered the wrong thing and broke my build. So I built memory governance.

My AI remembered the wrong thing and broke my build. So I built memory governance.

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3 min read
Testing MCP Servers: A Practical Guide for Developers

Testing MCP Servers: A Practical Guide for Developers

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1 min read
Giving an AI agent a recon toolbox: wiring 30+ security tools into an MCP server

Giving an AI agent a recon toolbox: wiring 30+ security tools into an MCP server

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3 min read
What Is an MCP Server (And What Actually Happens Behind the Scenes)

What Is an MCP Server (And What Actually Happens Behind the Scenes)

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2 min read
Counterparty validation in sealed-bid RFQ: the four filters before an HTLC locks in on Hashlock Markets

Counterparty validation in sealed-bid RFQ: the four filters before an HTLC locks in on Hashlock Markets

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6 min read
what if MCP servers had a Lighthouse-style security score?

what if MCP servers had a Lighthouse-style security score?

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2 min read
MCP Ecosystem Week 19: Data Intelligence and Safety Tools Lead New Arrivals

MCP Ecosystem Week 19: Data Intelligence and Safety Tools Lead New Arrivals

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2 min read
What I’ve Been Building: Systems, AI, and Real-World Data

From backyard rocks to production pipelines

What I’ve Been Building: Systems, AI, and Real-World Data

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4 min read
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