· 11 min read
Our Enterprise Approved AI — And Why It's the Biggest Risk
Enterprises lock teams into outdated AI models for safety. The irony? Older, less capable models produce worse code and create more risk than they prevent.
Anonymized enterprise stories about debugging expensive problems, fixing workflow friction, and the tradeoffs behind real automation decisions.
Enterprises lock teams into outdated AI models for safety. The irony? Older, less capable models produce worse code and create more risk than they prevent.
I automated my enterprise VPN login with Python and saved 10+ hours a year. But the real win wasn't time — it was the focus and brain energy I never got back.