
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 😉
P4s don't have to languish at the bottom of the backlog anymore. With the right investments, fixing bugs as they arrive can cost about as much as triaging them used to.
Shipping thousands of changes doesn't create value on its own. Every change is a bet with a cost, so the real leverage is using your tools to make better bets, not just more of them.
Vibe coding is perfect when you're still finding out if anyone wants your thing. Once real usage and real money show up, agents make software engineering matter more, not less.
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