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For CTOs & AI Engineers

Watch It Think

Why streaming AI output in real time isn't just a UX trick. It changes what AI can actually build.

Everyone demos AI agents. PowerPoint slides with arrows and boxes. "The agent reasons, then acts, then observes, then reasons again." Beautiful. Elegant. Completely silent on what happens when that loop runs over Server-Sent Events through a corporate proxy with a 30-second timeout and the first API token takes 12 seconds to arrive.

The demo works in a Jupyter notebook. Production works over SSE to real users with timeouts, cold starts, and a CDN that thinks your stream is dead if it doesn't hear from you for 15 seconds.

The demo works in a Jupyter notebook. Production works over SSE to real users with timeouts, cold starts, and a CDN that thinks your stream is dead.

Back to The LibraryFor CTOs & AI Engineers

Watch It Think

Why streaming AI output changes what AI can build.

The Architecture Series · 9 minute read · By Ed | Founder & CEO, DealiOS

Everyone demos AI agents. PowerPoint slides with arrows and boxes. "The agent reasons, then acts, then observes, then reasons again." Beautiful. Elegant. Completely silent on what happens when that loop runs over Server-Sent Events through a corporate proxy with a 30-second timeout and the first API token takes 12 seconds to arrive.

The demo works in a Jupyter notebook. Production works over SSE to real users with timeouts, cold starts, and a CDN that thinks your stream is dead if it doesn't hear from you for 15 seconds.

The demo works in a Jupyter notebook. Production works over SSE to real users with timeouts, cold starts, and a CDN that thinks your stream is dead.

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