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Back to Stop building AI wrappers. Start building agent harnesses., with Jon Noronha.

What Happens When You Paste Notes Into Gamma?

Jon Noronha says that pasting messy notes, a document, or a PDF into Gamma and asking for a 20-slide presentation starts an entire computer in the cloud. The sandbox holds the prompt, the file, and other context about the user.

Gamma reads the files and usually asks what else it needs. A form asks who the deck is for, such as school, adults, or work. Connectors to Notion, Slack, or Linear pull in related context. The first 10 seconds, just sourcing information and asking those questions, already use three or four models, and a generated interface shows the choices. Gamma then writes an outline and styles a template. Embeddings search thousands of visual templates, vision models judge the fit, and the look can shift toward red or blue if asked. The outline and template are shown for editing before any slides exist. By then Gamma has made something like 30 or 40 model calls across maybe four or five models.

Generate writes the words, lays out the elements, and makes images, diagrams, infographics, or charts, often in parallel. In about a minute the deck streams in, after close to 100 calls and something like 10 to 15 models. A vision model then checks every slide for problems such as misaligned text, a cropped head, odd contrast, or bad padding, and Gamma runs more than one round of fixes. About 20 models and maybe 200 calls have gone into what looks like one finished output.

Grokipedia·Gamma·Notion

Transcript

Stop building AI wrappers. Start building agent harnesses. ·

The Startup Ideas Podcast

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  2. When Should a Startup Build Its Own Agent Harness?Jon Noronha says a startup should build its own agent harness when the job looks very different from plain coding.
  3. What Is AI Smell?Jon Noronha says AI smell is the tell that work was made with AI.
  4. Why Does Taste Beat Evals in Creative AI?Jon Noronha says taste beats evals when the question is creative.
  5. Should Startups Fine-tune Their Own AI Models?Jon Noronha says early startups should not fine-tune or train their own models as the plan.
  6. Why Can Slowing Users Down Raise Paid Conversion?Jon Noronha says slowing people down raised paid conversion.
  7. What Is a Marketing Engineer?Greg Isenberg says a marketing engineer runs dozens of experiments a day with AI agents.
  8. Why Can One Niche Grow Into a Big Company?Jon Noronha says a big company is a thousand little niches piled on each other, so a product can start with one niche and then look for the adjacencies.

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