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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 Describe Injection: Audit Tool Descriptions Like Code

MCP Describe Injection: Audit Tool Descriptions Like Code

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4 min read
Five registries, one prompt: Polish accounting firm's AML/KYC checks - KRS, CEIDG, CRBR, and sanctions screening - in one prompt.

Five registries, one prompt: Polish accounting firm's AML/KYC checks - KRS, CEIDG, CRBR, and sanctions screening - in one prompt.

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5 min read
The MCP Vulnerability That Lives Between Servers, Not In One

The MCP Vulnerability That Lives Between Servers, Not In One

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4 min read
Scaling Generative AI Media: Advanced Asset Management & CDN Optimization for High-Volume Workflows

Scaling Generative AI Media: Advanced Asset Management & CDN Optimization for High-Volume Workflows

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12 min read
I scanned 50,000 MCP server manifests: 543 violate the registry's own schema (here's the data)

I scanned 50,000 MCP server manifests: 543 violate the registry's own schema (here's the data)

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3 min read
Stop the Infinite Loops: How to Rate-Limit and Secure Generative AI Media Pipelines

Stop the Infinite Loops: How to Rate-Limit and Secure Generative AI Media Pipelines

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11 min read
Call whoami first: your agent should not trust a cached tool catalog

Call whoami first: your agent should not trust a cached tool catalog

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4 min read
Run AI in the Browser: Client-Side Background Removal and Feature Extraction with ONNX Runtime Web

Run AI in the Browser: Client-Side Background Removal and Feature Extraction with ONNX Runtime Web

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10 min read
Sling as an MCP Connector: Query Databases and Move Data from Any AI Assistant

Sling as an MCP Connector: Query Databases and Move Data from Any AI Assistant

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5 min read
I Turned My Portfolio Into an MCP Server So AI Agents Can Hire Me

I Turned My Portfolio Into an MCP Server So AI Agents Can Hire Me

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3 min read
MCP in 2026: The numbers behind the ecosystem explosion

MCP in 2026: The numbers behind the ecosystem explosion

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1 min read
The WebGPU Export Engine: Rendering High-Res Canvases to MP4, SVG, and PDF Like a Senior Architect

The WebGPU Export Engine: Rendering High-Res Canvases to MP4, SVG, and PDF Like a Senior Architect

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10 min read
MCP Pagination Empty `nextCursor`: Don't Stop After Page One

MCP Pagination Empty `nextCursor`: Don't Stop After Page One

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4 min read
MCP's Token Overhead: Why Agent Tool Protocols Burn 4-32x More Tokens Than CLI and How to Fix It

MCP's Token Overhead: Why Agent Tool Protocols Burn 4-32x More Tokens Than CLI and How to Fix It

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5 min read
Catching MCP "Rug Pulls": Hash and Diff Tool Manifests Instead of Re-Reading Them

Catching MCP "Rug Pulls": Hash and Diff Tool Manifests Instead of Re-Reading Them

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3 min read
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