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MCP & AI Agents
Model Context Protocol, AI agent integration, and codebase context for LLMs
mcp8 min read
8 MCP Tools That Make AI Agents Actually Useful for Code
The current state of AI-assisted engineering feels like a paradox. We have Large Language Models (LLMs) with massive context windows—some spanning millions o...
2026-04-01Read →
mcp11 min read
Give Your AI Agent Codebase Context Without Stuffing the Prompt
The engineering community is currently caught in a 'context arms race.' As LLM providers announce increasingly massive context windows—moving from 32k to 200...
2026-04-01Read →
mcp8 min read
How to Set Up an MCP Server for Claude Code, Cursor, and Cline
The fundamental bottleneck in AI-assisted engineering isn't the model's reasoning capability; it’s the context window. Even with million-token windows, stuff...
2026-04-01Read →
mcp11 min read
What Is MCP (Model Context Protocol) and Why Your Codebase Needs a Server
We’ve all been there: staring at a 200,000-line repository, trying to explain the intricate dance of a distributed state machine to an LLM. You copy-paste th...
2026-04-01Read →