Most companies hand developers Windows machines and wonder why work takes longer than it should. The problem is not the hardware - it is 78 missing tools that Unix and Mac provide out of the box.
Your Mac and Linux machines come with grep, find, and cat - tools from the 1970s. Modern alternatives run 10-100x faster, output structured JSON for AI workflows, and take 30 minutes to install. Most developers have no idea they exist.
Forget lengthy AI assessments that produce doorstop reports. This rapid approach focuses on cognitive load and workflow fragmentation to find real automation opportunities fast.
Traditional AI readiness assessments measure data quality and oversight systems, but they completely miss workflow fragmentation - the real reason 80% of enterprise AI projects fail to scale from pilot to production.