I have been fine tuning claude code to help with my everyday tasks in the field of engineering consulting. Then, Anthropic released Cowork. The best part is that my work so far is entirely claude based, thus 100% compatible with Cowork. In fact, I just got great UI.
The Problem
Non-SWE is 20 yeas behind SWE. The work is non-SWE world is largely manual. Even for tasks like drafting, a human needs to sit behind the screen all day long and draw the lines to get something in 2D, not even 3D. The same is with modeling (of any kind), reporting, etc. Lots of manual tasks. Much of this is repetitive and could be automatized, at least partially.
Approach
Rather than building a general-purpose assistant (already available from Anthropic), I'm creating something narrow and specific — an agent that understands my domain, my tools, and my preferences, and gives me outputs in the format I need.
This includes glueing prompts and other tools already available such as skills to deterministic scripts and commands.
Current State
Early development. Yet, halps me with 30% of my daily tasks.