The AI Was the Prototype
AI is the fastest way to discover the shape of the tool you need. It is the wrong thing to call every time you use that tool. Once the shape is clear, graduate it off the AI runtime.
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Blog
Your Issue Is Not Unique
Someone, somewhere, has already solved your exact problem or close enough to it. The skill is learning to abstract your query until you can find them.
The Ops Instinct Finds the Friction
The operations reflex is to spot the friction you have stopped noticing and smooth it out. That reflex used to stop at the edge of software. AI moved the edge, and now it reaches the physical things in your house.
What Survives When You Come Back
I left hardware for a decade. When I came back, the toolchain was unrecognizable but the architecture in my head still worked. AI rewards that survival.
The Architecture Was Always the Job
AI tools commoditized the building. What survives is the skill that was always the hard part: holding the architecture of a system in your head and describing it well enough to get something useful out.
When Building Gets Cheap
XKCD 1205 told us when automation was worth the time. AI collapsed that calculation. But the chart measured the wrong cost all along.
When Your Skill Needs to Graduate
AI skills are the fastest way to prove an idea works. But when other people need what you built, it is time to think bigger.
How Much of Your Business Runs on a Spreadsheet?
The Google Sheet is the most popular application platform in enterprise. AI is finally changing that.