
On Calculated Risk
Felipe borrows a distinction from finance, compensated versus uncompensated risk, to reframe how technology leaders should approach AI. Sitting still cost Stack Overflow and Tailwind their businesses. Vibe coding leaves teams shipping software no one understands. The craft of engineering did not disappear, it moved from writing code to defining constraints and verifying output, and deep understanding is what decides how much AI a team can safely take on.





