Prediction Not checkable as stated
Prasanna: AI will make teams rewrite entire apps instead of refactoring
“And I think that you're gonna see instead of us, for example, refactoring a, an app to have a different UI or to evolve into its new version, we're just gonna rewrite that app from scratch.”
Insight
Prasanna: Code quality has nothing to do with product success
“A lot of engineers think that code quality is important to building a successful product. The two have nothing to do with each other.”
Assertion Not checkable as stated
Block engineers using AI agent Goose report saving 8-10 hours weekly
“But even now we find engineering teams that are very, very AI forward that you're using goose every day are reporting about eight to 10 hours saved per week.”
Prediction Not checkable as stated
Block expects AI to save 20-25% of manual operational hours company-wide
“And we feel across the whole company, we're probably trending towards 20 to 25% of manual hours saved.”
Opinion
Prasanna: AI hasn't fundamentally reduced the headcount needed for scale apps
“I don't think that things have Progress far enough that it's really impacted in a fundamental way how you would, how many people you would need to sort of build an app of the scale of cash app, for example.”
Insight
Deep problem understanding matters far more than AI-native coding skills
“I still think that things that we interviewed for in the past, a critical mindset, the ability to really understand deeply the technical nature of a problem. Is still much more important than whether you're a fully AI native programmer.”
Insight
AI-enabled internal software creation induces greater software demand, not less
“Although I think that it's a little bit like the analogy of if you build a bigger highway, you'll just get more cars on the road. So I think the fact that everyone's building software means that there's more software to be built, more coordination to happen, a…”
Disclosure
Block consolidated engineering and design into single functional organizations
“We S we changed the organization. So all engineers report into one single team. Now all designers report in one single team and their single head of engineering, single head of design, et cetera.”
Assertion Not checkable as stated
AI code gains are strong in greenfield projects, lagging in legacy code
“If you're building a totally new green fields code base, or you're building an app for a new platform, then we we're seeing those pretty aggressive gains, but in, you know, very complex code bases that already exist, those gains are not quite there yet.”
Assertion Supported
Block's open-source Goose agent can author its own MCP integrations
“And Goose can write its own MCPs, so it's pretty, ah, bootstrappable as well.”
Assertion Not checkable as stated
Databricks and competitors are actively using Block's open-source Goose agent
“And we have a lot of companies using Goose pretty actively. I don't want to name too many names, but from our competitors to our sort of close partners, a lot of them are using Goose pretty regularly on their teams. I know Databricks talks about it a lot, but …”
Assertion Not checkable as stated
Block engineer built an ambient AI setup that autonomously drafts pull requests
“And so he built this system where it's essentially just watching everything he does all the time. And he'll be talking to a colleague on Slack or an email, and they'll be discussing some feature that they think is useful to implement. And then a few hours late…”
Insight
AI orchestration eliminates the need to wait for vendor features
“So these are things that I think we were waiting for the calendar vendor to build as features into calendar, but we don't need to do that anymore because AI is able to orchestrate this for us.”
Assertion Not checkable as stated
Block's experimental Goose agent autonomously implements 60% of requested features overnight
“And it's successful, I would say, on, like, 60% of those things if the features are sort of well enough described, and it struggles on the remaining 40 where you have to kind of intervene and massage it, yeah.”
Insight
In-house software cost savings rarely justify the lost engineering focus
“The savings and costs that there might be in replacing a vendor tool by something you build in-house is probably not worth it in the mental bandwidth that you've lost and the amount of the team's sort of technical focus that's being taken away.”
Prediction Not checkable as stated
AI tools will blur lines across legal, risk, engineering, and design
“And I think that speaks to how these roles are going to evolve in the future. The lines are going to be blurred between whether you're in legal or in risk or in engineering and design even.”
Opinion
Valve proved that locking down hardware user experiences is unnecessary
“And in this era where like, we're constantly told by big tech companies that we need to lock everything down. We need to lock down the user experience and customizability in order to have things work for people. I think Valve showed that's totally unnecessary …”
Opinion
Prasanna: AI companies are currently locking themselves into walled gardens
“And I think that's particularly important in this era of AI where everyone's kind of locking themselves in walled gardens and trying to capture parts of the platform that are emerging.”
Assertion Not checkable as stated
Block's business units previously operated in complete technical silos
“We had a lot of momentum in each of these silos, be it cash app, be it after pay. Be it square or even title or music streaming service. And no one was really talking to each other. No one was really aligned on technical strategy on what we even wanted to be f…”
Insight
AI falls short on architecture and race conditions compared to senior engineers
“So when you have some very senior engineers and they're thinking about things like architecture and design and race conditions, orchestration, things like this. That's still an area where AI isn't quite there.”
Disclosure
Block's headcount shifts stem from functional reorganization, not AI tools
“I think what's changed for us is much different and it has nothing to do with AI. It's that what we talked about earlier is moving from our GM structure to a functional structure.”
Assertion Not checkable as stated
Block standardized engineering tools, levels, and mobility company-wide
“We at least speak the same language. We're all have access to the same tools. We share the same policies. So like a certain level of senior engineer means the same thing across the whole company. People can move from one team to another into an area of need.”
Disclosure
Block uses AI tools to autonomously generate bug patches overnight
“So we have these tools that run 24 seven or run in the CI pipeline, and they're analyzing vulnerabilities. They're looking at even bugs filed on tickets and trying to build patches While engineers are asleep. So they come in and the next day and look at it.”
Assertion Not checkable as stated
Block's AI agent Goose sees median sessions of five minutes
“Our average, our median session length is five minutes and on average seven.”