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The frontier labs are publishing press releases about AI agents “escaping” their sandboxes and hacking the internet.


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I’ve worked with all three. Here’s what I wish someone had told me when I was starting out. When I first started building backends, picking a database felt overwhelming. Everyone seemed to have a strong opinion “just use MongoDB,” “Firestore is the easiest,” “DocumentDB if you’re on AWS.” But nobody explained why.

After working with all three in real projects...


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How recurrent associative memory and continuous latent workspaces are displacing autoregressive scratchpads in visual reasoning.


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Before PHP 8.4, frameworks had to generate proxies and ghosts in userland. Now PHP provides lazy objects at the engine level—and Symfony…


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A practical guide to lazy ghosts, lazy proxies, and PHP 8.4’s native lazy object model


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