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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 Security: Why Your AI Agent's Tool Calls Need a Firewall

MCP Security: Why Your AI Agent's Tool Calls Need a Firewall

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10 min read
How I Built a Persistent Memory Layer for AI Coding Tools

How I Built a Persistent Memory Layer for AI Coding Tools

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9 min read
How Tool Search Defers Tools to Save Tokens

How Tool Search Defers Tools to Save Tokens

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21 min read
Your MCP server is not an API adapter

Your MCP server is not an API adapter

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6 min read
How to give Claude Code persistent memory with 51 MCP tools

How to give Claude Code persistent memory with 51 MCP tools

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1 min read
I Killed My OpenClaw — Built the Memory, the Gateway, the Patches. Then the Token Bill Arrived.

I Killed My OpenClaw — Built the Memory, the Gateway, the Patches. Then the Token Bill Arrived.

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11 min read
ARI — A Universal Research Automation System That Runs from Laptop to Supercomputer

ARI — A Universal Research Automation System That Runs from Laptop to Supercomputer

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9 min read
MCP for Testing: How to Connect AI Agents to QA

MCP for Testing: How to Connect AI Agents to QA

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4 min read
How to Add Automated Testing to Cursor, Copilot, and Codex

How to Add Automated Testing to Cursor, Copilot, and Codex

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6 min read
92% of MCP Servers Have Security Issues (And How I Fixed It)

92% of MCP Servers Have Security Issues (And How I Fixed It)

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5 min read
How to Connect Any AI Coding Assistant to Kafka, MQTT, and Live Data Streams

How to Connect Any AI Coding Assistant to Kafka, MQTT, and Live Data Streams

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4 min read
The Two Layers of Agent Identity

The Two Layers of Agent Identity

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2 min read
The MCP Evaluation Framework Nobody Talks About (But Should)

The MCP Evaluation Framework Nobody Talks About (But Should)

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6 min read
My AI agent guesses Design tokens repeatedly. MCP doesn't fix it either!

My AI agent guesses Design tokens repeatedly. MCP doesn't fix it either!

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1 min read
5 Ways to Match AliExpress Product Variants — LLM, Embedding, Vision, Rules, and Why I Chose None of Them Alone

5 Ways to Match AliExpress Product Variants — LLM, Embedding, Vision, Rules, and Why I Chose None of Them Alone

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10 min read
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