I'm crafting a fairly complex dev tool which would have took years to develop (local/remote multi session clodex agents).

I have a background of 40k normal coding hours, vibed 1k hours since dec25.

I obviously don't write/read web code in 2026, and lately, I mostly stopped read architecture for my generated code.

(I still write code for my dream C++ project but that's not the point).

Even with a consequent knowledge base, strong system prompts, good exemples, the system still produce some bad archi artefacts.

My goal is to end with a proper framework starting from operator specs, which are the supreme truth to infer from.

I'm figuring the rest after the specs right now, I wanted to share. Thx