Rita Kozlov (VP AI at Cloudflare) teasers upcoming infrastructure architecture for long-running agent workloads.
Prediction Not checkable as stated
Kozlov: Wave of 'agent-first' businesses will emerge without traditional UIs
“I think that we're going to see a wave of, you know, going back to, again, Sunil, your point about mom and pop shops, these businesses turn up that are agent first, and that's kind of the only interface to using them as opposed to, you know, UIs and APIs and o…”
Insight
Kozlov: Non-Kubernetes architectures are critical for cost-effective AI agent scaling
“It's easy to conflate long running with CPU intensive, and these are kind of not the same thing, and actually a lot of Specifically agentic workflows. A lot of what you're doing is you're waiting. You're waiting on human in the loop. You're waiting on LLM. You…”
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Kozlov: Protocols like MCP will eventually replace browser-based AI agents
“Especially with people building agents, I think it's kind of funny because it's a bit, to me, the anthropomorphification of agents, where it's like, we humans use browsers, so my agent is going to use a browser, but eventually I think that will get replaced wi…”
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Kozlov: Agent identity verification must be solved for agents to take off
“I think this problem is gonna have to be solved for agents to take off, quite honestly. I mean, I see what you're saying, but we do have to at some point then pass identity onto, like, if we go back to what we were talking about of, you know, I would love an a…”
Insight
Kozlov: AI agents require tightly coupling compute and state
“An agent is really like LLMs and a bunch of workflows and coordination and orchestration and then extra, like some sort of services, right? Like you have kind of the brain of the operation, which is the LLM and it can come up with a plan. And then, but then it…”
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Kozlov: Cloudflare Durable Objects remain widely misunderstood by developers
“There, there's still at least one thread a week that goes something like this. Hey, can someone describe durable objects? And then there are a hundred comments and no two of them are the same. And people walk away equally confused.”