
Matt Mohebbi
461 posts

Matt Mohebbi
@mattm
SVP of Engineering & AI at Brightside Health. Previously at GoodRx, iodine and Google.







Anthropic just released the receipts on a fear everyone’s been hand-waving. 52 junior engineers learning a new Python library. AI group scored 50% on comprehension tests. Manual coding group scored 67%. That’s a 17% gap on foundational skills, and debugging showed the steepest decline. The productivity trade looked even worse. The AI group finished only two minutes faster on average, and that difference didn’t reach statistical significance. Several developers spent up to 30% of their time just composing queries. Here’s what actually matters: they identified three failure patterns that predicted sub-40% scores. Fully delegating code to AI. Starting independently but progressively offloading work. Using AI as a debugging crutch without building understanding. All three share a common thread: removing the cognitive struggle that produces learning. The high scorers (65%+) did something different. Some generated code first, then asked follow-up questions to understand what they’d produced. Others requested explanations alongside the code. The fastest group asked only conceptual questions, then coded independently while troubleshooting their own errors. The gap between “AI makes you faster” and “AI helps you learn” turns out to be enormous. And most workflows are optimized entirely for the former.



The most underrated Google product: Google Flights.

If you’re a staff-level software engineer, Cursor Agent Mode + Gemini 2.5 Pro is a legit team of senior software engineers




People with deeper software knowledge are better vibe coders. This feels obvious. Demand for engineers might decrease but claiming Computer Science is no longer useful is plain wrong.



I can't believe they've just cancelled the Epidemic Intelligence Service program at CDC. My father was an EIS officer: epimonitor.net/PrintVersion/N… @Farzad_MD's thread below gives you a sense of the kind of people in this elite program to train the best & brightest epidemiologists.



one famous photographer I know once confided, “it’s really just taking a shit load of photographs and then picking the best one.” Reminded me that quality is often a function of quantity of options, time and tools for creation, and taste.











