Keith: John, tell us a little bit about Chainguard and what you’re going to be showing us on DEMO today. John: Definitely.

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If your AI is stuck in demos, the problem isn’t the model — it’s that you don’t have forward-deployed engineers.

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I tried four vibe-coding tools, including Cursor and Replit, with no coding background. Here's what worked (and what didn't).