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Bottom line. Picking the right AI org pattern (L2.1) takes 15 minutes. Staffing it correctly takes 12 months. The gap between "we decided on Pattern 2" and "we have a working Pattern 2 org" is where most leaders underinvest and then wonder why shippi...
Bottom line. The question "should we have an AI team?" has three defensible answers depending on the size and structure of your organisation, and exactly one wrong answer β "a committee." Smaller organisations (under ~150 people) usually win by pushi...
The Before Times (aka The Dark Ages) Picture this: You open your backend folder. It's like walking into a teenager's room. Files everywhere. No rhyme. No reason. Just pure, unadulterated chaos. database.py living next to upload.py, hanging out with s...
