npm install Agents — with Sunil Pai and Rita Kozlov (VP AI) of Cloudflare
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youtube.com
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Latent Space
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Cloudflare's Agents SDK addresses a problem beyond choosing a LLMA large language model — the neural network behind tools like Claude and ChatGPT, trained on huge amounts of text to predict what comes next.Full definition →: keeping an AI agentAn AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.Full definition →'s work available across interruptions. Its underlying Durable Objects combine running code with stored state, giving an individual agent somewhere to retain its conversation and pending work.
In the SDK walkthrough, the developers describe a conversation surviving a server restart and a scheduled task running without an open browser connection. Those capabilities let an application wait for approval or act on a later event while preserving continuity. The model supplies decisions; the surrounding infrastructure maintains the ongoing job.
Terms in this piece · Glossary
LLM — A large language model — the neural network behind tools like Claude and ChatGPT, trained on huge amounts of text to predict what comes next.
AI agent — An AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.
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