
Generating five times the code is easy now. Capturing more than one times the value from it is hard - and it surfaces a whole new class of problems around deploying and adopting changes safely.
It's easy now to generate five+ times the amount of code you did a year ago. It's really hard to capture more than 1 times the value from it.
Really quickly, generating more code can actually create a whole new class of problems that many companies are not used to solving:
None of these things are new, but investing in them is no longer optional if you haven't already, or you'll very quickly be stuck.
Hint: you can use AI to invest in solving these problems too đŸ˜‰
A CFO asked me that while I was on the hot seat. Agents change the old Mythical Man-Month math—but going fast in the wrong direction is still waste.
AI agents get you to 90% of a working product faster than ever - but the real challenge is the other 90%
Companies with heavy AI adoption are seeing 5-10x jumps in output. Almost none of them are seeing 10x the impact yet - because redesigning and measuring workflows that cross roles, teams, and systems is the hard part.
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