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Model Context Protocol

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

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Audit Your Codebase Before Migrating to Stateless MCP

Audit Your Codebase Before Migrating to Stateless MCP

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Comments 1
6 min read
I built an MCP memory server for one user (me, for six weeks)

Real metrics on six weeks of single-user testing

I built an MCP memory server for one user (me, for six weeks)

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Comments 57
5 min read
Stop letting your AI agents hallucinate test failures

Stop letting your AI agents hallucinate test failures

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3 min read
I put a proxy on the MCP pipe for 90 trials. Most of one client's calls never reached the server

I put a proxy on the MCP pipe for 90 trials. Most of one client's calls never reached the server

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10 min read
AI agents should not just write code

AI agents should not just write code

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2 min read
Why Your Playwright Tests Keep Breaking (And How Vision LLMs Are Fixing Web Automation Forever)

Why Your Playwright Tests Keep Breaking (And How Vision LLMs Are Fixing Web Automation Forever)

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11 min read
I Configured Claude Desktop's File Access Twice. It Was the Same Setting Both Times.

I Configured Claude Desktop's File Access Twice. It Was the Same Setting Both Times.

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7 min read
Scaling AI Beyond the Monolith: Multi-Agent Coordination via Federated MCP Servers

Scaling AI Beyond the Monolith: Multi-Agent Coordination via Federated MCP Servers

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11 min read
The MCP spec's own state-handle fix is bypassable

The MCP spec's own state-handle fix is bypassable

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4 min read
The Parameters That Actually Matter When You're Tuning an AI Agent

The Parameters That Actually Matter When You're Tuning an AI Agent

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4 min read
MCP moves context. It doesn't create it.

MCP moves context. It doesn't create it.

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5 min read
Debugging a 401 From a Remote MCP Server

Debugging a 401 From a Remote MCP Server

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Comments 2
7 min read
How I built Relay: An AST-based latency auditor for Python AI agents

How I built Relay: An AST-based latency auditor for Python AI agents

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1 min read
From Web2 to Agentic Commerce: The 8 Components Nobody Explains Until You're Live

From Web2 to Agentic Commerce: The 8 Components Nobody Explains Until You're Live

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2 min read
MCP C# SDK Array Tool Outputs: Stop Looking for a `result` Wrapper

MCP C# SDK Array Tool Outputs: Stop Looking for a `result` Wrapper

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4 min read
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