took a tour of berkeley’s new cdss building after guest lecturing cs61b (data structures & algorithms), the class that encouraged me to pursue computer science
seeing the new spaces where the next generation of students will learn and build was so exciting (i’m secretly envious they get such a beautiful space while i was locked in soda hall)
i taught 61b 9 times, from fall 2022 to summer 2025–every summer included. it’s pretty surreal to come back full circle 4 years after taking the course, and giving back to the class that unlocked so much feels incredibly rewarding
Deciding when to jump in and help someone—and when to hold back and let them work through it—is something humans navigate constantly. How do AI assistants handle this tradeoff?
We introduce Int-Bench, a framework for evaluating interventions during problem-solving tasks.
eve made the idea of a single entryway to all of our internal agents possible, so @𝚟 was built.
i’ve loved seeing @𝚟 come together and am so excited for everything this superagent enables! there’s so much ahead :)
We built an agent that powers our company's internal operations called @𝚟.
Every day-to-day job at Vercel now involves @𝚟. It's growing exponentially both in daily interactions and token use.
One can extrapolate to the day AI agents run entire companies from here. It's an expert in finance, comms, docs, marketing, engineering, business analytics. It's seeded by the skills we gave it and we update, but it's also constantly improving.
It already keeps memories and personalized workflows and schedules on a per-user basis. For example, I knew skills.sh hit 1M skills and I shared this on these forums because I asked @𝚟 to periodically check and remind me.
It's powered by and is also the basis for the design of @evedev_. We built this, it works fantastically well, we think every company should have it.
Before you @ me, I know you could also do this by picking your 'BigAI slack integration' du jour. But that's not your agent, that's their agent. If agents become the foundation of (and even synonymous with) modern companies, you being in complete control, from source → runtime → data → token, seems like a pretty big deal to me.
it’s national intern day! shoutout @madisonleaho for absolutely killing it on the agent experiences team—we’re so lucky to have you! 🖤🖤 and thanks for the matcha… my one of many…