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Model Context Protocol

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

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2B Gemma 4 Deployment with Cloud Run, NVIDIA L4, MCP SDK 2.x, and Claude Code

2B Gemma 4 Deployment with Cloud Run, NVIDIA L4, MCP SDK 2.x, and Claude Code

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Comments 1
13 min read
I tested 7 ways to turn an OpenAPI spec into an MCP server

I tested 7 ways to turn an OpenAPI spec into an MCP server

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Comments 1
5 min read
ChatGPT Was the Interface. MCP Is the Infrastructure.

ChatGPT Was the Interface. MCP Is the Infrastructure.

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4 min read
Ahrefs API Units: What 1,100 Calls Actually Cost

Ahrefs API Units: What 1,100 Calls Actually Cost

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8 min read
Stale entries in agent discovery manifests

Stale entries in agent discovery manifests

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1 min read
Ten files is not a budget

Ten files is not a budget

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Comments 10
5 min read
Don't Generate the UI. Let AI Compose It.

Don't Generate the UI. Let AI Compose It.

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10 min read
Postman Collection to MCP: From Requests to MCP Tools

Postman Collection to MCP: From Requests to MCP Tools

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6 min read
Switchboard: building a tool router so your AI agent stops drowning in MCP tools

Switchboard: building a tool router so your AI agent stops drowning in MCP tools

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13 min read
The cost of arbitrary values in AI-generated CSS

The cost of arbitrary values in AI-generated CSS

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4 min read
Your LLM bill isn't a mystery, it's a missing layer

Your LLM bill isn't a mystery, it's a missing layer

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Comments 2
4 min read
I Think AI Coding Tools Need a Shared Framework

I Think AI Coding Tools Need a Shared Framework

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4 min read
Inside the NEXUS AI App Builder: an agentic full-stack workspace, not a code generator

Inside the NEXUS AI App Builder: an agentic full-stack workspace, not a code generator

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8 min read
I built an MCP server so I could stop memorising two PBX command sets

I built an MCP server so I could stop memorising two PBX command sets

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5 min read
Where MCP Ends and A2A Begins: Building a Two-Agent Support Workflow Without Tool-Wrapping

Where MCP Ends and A2A Begins: Building a Two-Agent Support Workflow Without Tool-Wrapping

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Comments 5
8 min read
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