
Claude Code mods for small changes to your workspace
See how Token Weather displays context use and how a custom panel can put your tasks beside the chat.
Read the note →A notebook on AI, automation, finance & learning
Practical, tested, no hype. Real examples, explained step by step, so you can try them yourself.

See how Token Weather displays context use and how a custom panel can put your tasks beside the chat.
Read the note →
Give every agent a clear role, let a main agent coordinate the work, keep irreversible decisions with you, and bring in the whole team only when the task is worth the extra tokens.

Choose a model that can do the job, tune its thinking effort, and compare the cost of the completed task. A lower token price is only part of the bill.

Keep the rules, the unfinished work and the reasons behind your decisions in your project folder. Then start a new AI chat with a clear place to pick up.

Prompt, context window, token, RAG, API, MCP and Markdown. Each one explained in a sentence, with an everyday picture and what it means when you use AI.

The code button in ChatGPT and Claude lets the AI work with a folder on your computer, and you don't write a single line. We ran the same request in both apps: same folder, same €1,026 quote, and both asked before sending.

We typed 11 words and the agent used 150,194 tokens. About 99% went to re-reading, and the answer itself was the small part. Here is why, and the habits that keep it lean.

Who's behind the corner
He works where finance, processes and technology meet: financial foundations for growing companies, an ERP connected to the business, and AI with human judgement. The rigour comes from seven years in a family office.
The Thinking Corner is where he tests things in the open and writes down what works.
psst Short reels on Instagram, longer notes here.