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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 has a discovery problem. I built a meta-server that searches all 75,000 servers.

MCP has a discovery problem. I built a meta-server that searches all 75,000 servers.

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4 min read
Four Traps in MCP Health Checking: What Broke My Overnight Batches

Four Traps in MCP Health Checking: What Broke My Overnight Batches

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23 min read
Smart MCP Proxy — Hot-Swap MCP Aggregation + AI Concierge

Smart MCP Proxy — Hot-Swap MCP Aggregation + AI Concierge

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3 min read
Building an Agent That Turns DataHub Metadata Into Airflow DAGs

Building an Agent That Turns DataHub Metadata Into Airflow DAGs

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2 min read
MCP servers won't start on Windows: the 'C:\Program' space-in-path fix

MCP servers won't start on Windows: the 'C:\Program' space-in-path fix

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3 min read
Stop manual dice rolling: Giving LLMs a proper tabletop math engine via MCP

Stop manual dice rolling: Giving LLMs a proper tabletop math engine via MCP

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3 min read
The MCP Python SDK 2.0 broke the wrapper libraries. Here's how to spot it and pin back

The MCP Python SDK 2.0 broke the wrapper libraries. Here's how to spot it and pin back

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4 min read
Schema catalogs for AI assistants: the layer nobody wants to maintain

Schema catalogs for AI assistants: the layer nobody wants to maintain

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6 min read
Your Memory Server Did Not Say destructiveHint. By the Spec, That Means True.

Your Memory Server Did Not Say destructiveHint. By the Spec, That Means True.

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8 min read
RAG vs MCP in AI Testing: Stop Treating Them as Competitors

RAG vs MCP in AI Testing: Stop Treating Them as Competitors

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3 min read
Supercharging Your Daily Dev Workflow with GitHub Copilot: From Jira to JUnit

Supercharging Your Daily Dev Workflow with GitHub Copilot: From Jira to JUnit

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4 min read
Tool Poisoning: How a Hidden Instruction in Your OpenAPI Spec Can Hijack an AI Agent

Tool Poisoning: How a Hidden Instruction in Your OpenAPI Spec Can Hijack an AI Agent

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6 min read
Building 60FPS Browser AI: Real-Time Image Masking, Inpainting, and Layer Compositing in JavaScript

Building 60FPS Browser AI: Real-Time Image Masking, Inpainting, and Layer Compositing in JavaScript

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10 min read
Give your AI agent a real local drive — MeshDrive 2.0 + MCP (stdio)

Give your AI agent a real local drive — MeshDrive 2.0 + MCP (stdio)

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3 min read
Detecting Tool + Schema Drift in a Remote MCP Server

Detecting Tool + Schema Drift in a Remote MCP Server

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6 min read
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