AI Engineering

Practical writing for teams building with LLMs and agents.

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Notes, comparisons, and implementation guides for building AI-powered software.

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Abstract interlocking loops for harness engineering

Loop / Harness Engineering

Agent loops turn prompts into one part of a production harness: tools, state, checks, approvals, and exit conditions.

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Plain-Text Context Files for LLMs

Plain-Text Context Files for LLMs

Plain-text context files are the git-native, zero-ops way to steer AI agents.

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How to Build an MCP Server

How to Build an MCP Server

A guide to building an MCP server for Markdown note taking

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