Short technical posts on AI automation, Python, and building practical tools.
How to connect the Claude API to a real business workflow — from a simple script to a system that runs on its own.
Set up a local LLM on Linux or WSL2, call it from Python, and run it on a schedule — no API keys, no cloud costs.
A framework for finding the highest-value manual tasks to automate — and what makes an automation actually stick.