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Model Context Protocol

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

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Why your AI agent shouldn't have access to your Gmail

Why your AI agent shouldn't have access to your Gmail

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4 min read
AI Agents as Digital Employees: Architecture and Lessons from Practice

AI Agents as Digital Employees: Architecture and Lessons from Practice

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6 min read
340 Million Records and 64 Tools: The Complete Data Map of LEX AI

340 Million Records and 64 Tools: The Complete Data Map of LEX AI

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4 min read
What Happens When a Drought Signal Doesn't Go Anywhere

What Happens When a Drought Signal Doesn't Go Anywhere

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2 min read
I pointed my routing tester at a server I didn't build. One tool was quietly stealing two others' jobs.

I pointed my routing tester at a server I didn't build. One tool was quietly stealing two others' jobs.

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5 min read
Designing MCP Tools for a 7B Model, Not a 70B One

Batching fix for small local models

Designing MCP Tools for a 7B Model, Not a 70B One

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5 min read
One account was 29% of the subset my recommendation rested on. I'm retracting the recommendation.

One account was 29% of the subset my recommendation rested on. I'm retracting the recommendation.

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6 min read
The Field Agent

The Field Agent

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4 min read
5 MCP Servers I Would Install First as an AI Builder

5 MCP Servers I Would Install First as an AI Builder

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4 min read
The MCP server that provisions a full backend your AI agent can deploy, and you can walk away

The MCP server that provisions a full backend your AI agent can deploy, and you can walk away

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3 min read
MCP retrieval cost 4x more tokens than grep, until repo size flipped it

MCP retrieval cost 4x more tokens than grep, until repo size flipped it

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12 min read
My MCP Tool's Docstring Promised sort="stars". GitHub's API Was Never Going to Honor That Value.

My MCP Tool's Docstring Promised sort="stars". GitHub's API Was Never Going to Honor That Value.

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5 min read
PRH in practice: what Finland's registry exposes in 2026

PRH in practice: what Finland's registry exposes in 2026

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4 min read
5 Underrated MCP Features That Make AI Clients Smarter

5 Underrated MCP Features That Make AI Clients Smarter

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5 min read
3 MCP servers I actually use daily (and how to set them up)

3 MCP servers I actually use daily (and how to set them up)

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1 min read
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