Notes On AI Work

How I ran an AI build on a real operations problem inside a regulated bank

A case study in building operational efficiency with AI inside a regulated bank, and what founders and operators can learn if they want to solve real…

Apr 15 • Andres G

Codex Inside Claude Code: The Operator’s Setup Guide

How operators can set it up, use it as a second review layer, and catch mistakes before work goes live

Apr 1 • Andres G

March 2026

Why Operators Are Beating Developers With Claude Code

The CEO of Y Combinator just gave away his entire AI engineering team for free. Here is how to use it.

Mar 26 • Andres G

He Calls Claude His Co-Founder. He Wasn't Joking.

Why AI operations is a management skill, not a technical one.

Mar 20 • Andres G

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February 2026

How I Built Benny: A Production-Hardened AI Assistant for €11/Month

The complete technical blueprint for deploying a secure, 24/7 AI agent on a Hetzner VPS with an 8-layer security stack, Claude Max authentication, and…

Feb 17 • Andres G

The AI Agent Pattern Behind a $2B Acquisition

Forget prompting. The future is “Context Engineering”—and it turns your forgetful AI assistant into a reliable project partner.

Feb 12 • Andres G

Your Project Manager is Now an AI: How Claude's Agent Teams Change the Game

How your management skills become the key to orchestrating parallel AI agents—no coding required.

Feb 10 • Andres G

The New Manager Playbook: What Claude's Use Cases Reveal About Your Future Role

A deep dive into Claude's new use cases reveals how managers can save 10+ hours a week and shift from being a doer to a director by implementing AI…

Feb 5 • Andres G

You're Prompting AI Wrong. Here's the Data-Backed Way to Do It Right.

Key insights for managers and aspiring AI Operators from a 79-page academic review of 1,565 research papers.

Feb 3 • Andres G

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January 2026

Your AI Command Centre: Install Claude Code on Mac in 10 Minutes

A 3-step guide for COOs, Operators, and PMs to install the foundational layer of their AI-powered operating environment. No coding experience required.

Jan 30 • Andres G

2

How Non-Technical Operators Are Using Claude Cowork to Build an Automated Operating Environment

How operators are using Claude Cowork to automate repetitive tasks, manage context across workstreams, and reclaim hours each week

Jan 28 • Andres G

3

Stop Jumping Between Apps. Work Inside Claude Instead

Claude's MCP Apps bring Asana, Slack, Figma, and more into one workspace, no more tab-switching, no more lost context

Jan 27 • Andres G

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