It’s not about how much to half ass our hobby projects that were often halfassed without AI.
Over years professional development has reached many context-dependent equilibriums for the amount of quality to build into various types of software. Professionals are facing downward pressure on that equilibrium point - not just the faster iteration promised by AI.
https://www.slater.dev/2025/09/its-time-to-license-software-...
I worked for 10 years in medical devices. QMS was business as usual. I think large software projects with millions budgeted should have them. But the difference between a QMS and licensure is a person's signature and their personal commitment to a statement of ethics as well as their accountability and ability to appeal to a professional organization.