The Ledger
Every statement that passed quotation and attribution checks. Mix any filter with any other: certainty 1/5, debate potential 5/5, or both at once.
why aren't all 11 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 1 checkable ones are still open, waiting for their date. predictions held up or didn't; assertions are supported or contradicted. on every card: ▮▮▮▮▮ certainty · ▮▮▮▮▮ debate potential. speakers are clickable
Bialecki: Future software engineering will be agent-driven with asynchronous human escalation
“I think this is the future of how software is going to get built, where very much when you do a normal product review with actual like humans, with people, like you meet and you discuss the key product decisions and you harden what you're after. We can now do …”
Bialecki: Most businesses will deploy their own AI agent by year-end
“By the end of this year, I think most businesses are gonna have their own agent. They deploy either on their website or behind a phone number or through email or to chat with your Claude that you can just access.”
Bialecki: Klaviyo built an agent prototype over a weekend using 'Dark Factory'
“And that first prototype took a weekend to run and build through our dark factory pattern. And now we've been able to iterate on it on top of it.”
Bialecki: AI agents will automate marketing campaign execution and experimentation at scale
“And we think that's going to be the future of frankly, like how marketing and just consumer experiences in general are delivered. It's going to be much less like each of us deciding every single decision And more, Hey, having really good agents that will bring…”
Bialecki: Workers orchestrating AI agent teams will be enormously successful
“There's so few people that are gonna get there in the next year or two. If those skills are gonna be so valuable, if you truly are not talking about AI, right? Yes. But if you're the kind of person that's, I can put an agent to work and actually have to produc…”
Bialecki: AI agent adoption will outpace the talent pool to build them
“The reality is agents are going to come into our lives, like for every business, much faster than I think we're going to be able to build up a population of people that know how to build them.”
Bialecki: Klaviyo operated with only two people for its first three years
“The first three years of our company, all three years,
It was just two of us.”
Bialecki: Klaviyo reached ~1,000 customers and ~$1M run rate while bootstrapping
“The first three years of Klaviyo were really, it was our kind of bootstrapping phase, right? I think when we were about, after about three years, we'd gotten to Around, you know, maybe about a thousand customers, maybe around a million dollar run rate.”
Bialecki: De-anonymizing online consumer identities took off as a major trend during COVID
“This whole deal de-anonymizing who the consumer is, making it so that consumers, if they want to be known by that business, they can start to build that direct relationship. We think that's a really big trend and that definitely really took off last year.”