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Field notes on building with AI.

Setup walkthroughs, implementation essays and a 210-term glossary, written after the thing actually worked. Everything here is free and ungated. No jargon, no filler.

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Sharp, practical essays on AI implementation.

Every post is built around one useful idea you can apply to a workflow, content system, business process, or personal operating system.

Turn Telegram into your personal AI financial manager with Hermes Agent

Install Hermes Agent, connect it to Telegram, and plug in the Wallet by BudgetBakers MCP. A complete, copy-paste setup guide.

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The AI implementation gap: why tools alone do not create transformation

AI becomes valuable when it is mapped to a real bottleneck, tested in a small workflow, and measured against a business outcome.

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How to design your first AI operating system

A practical framework for turning prompts, notes, files, and automations into one dependable personal AI stack.

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AI content without sounding like everyone else

Use AI for structure and leverage, but keep lived experience, local context, and point of view at the center.

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Claude + n8n MCP Setup Guide

Connect Claude to n8n using the official MCP server and generate entire automation workflows from a single prompt.

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Reference

The Generative AI Glossary.

210 terms across LLMs, agents, MCP, RAG, prompting, diffusion models, safety and infrastructure. Each one says what it is and why it matters in practice. Searchable, filterable, and free.

Free resources

Guides, prompt packs & setups.

Step-by-step AI resources from @m.redefinedbyai, subscribe once, unlock everything.

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