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Cake day: October 22nd, 2025

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  • The result of all this may be catastrophic. Should a worst-case scenario ever occur — a cyberattack, a natural disaster, an internet outage — there may be no human workers left with the skills that once kept food on the shelves.

    Very nerdy of me, but this reminds me of a Stargate SG-1 episode “the Sentinel.” The team travels to a planet whose civilization relies on fully automated technology. The people don’t have to operate or maintain it (normally), so their society has completely forgotten how. In the episode, one set of antagonists comes in and sabotages their defense system, and another set sees the opportunity and invades. The protagonists have to then figure out the defense system and fix it.

    We don’t live in a TV series. There aren’t benevolent outsiders who will swoop down and save our systems in the nick of time when they break down. We’re headed in a bad direction.



  • Bluesky is one, single platform. It stores the complete data for any given user post in its databases and provides that through its data stream and APIs. This means every different client someone writes has access to all the same data as every other client, because they’re all going through Bluesky. This also means if Bluesky doesn’t support some feature, no clients can either.

    The architecture of the Fediverse is different. Forgetting ActivityPub for a moment, Mastodon is one platform and Pixelfed is another. This means each one has its own data model, internal storage architecture, and streams/APIs. Because they were built for different purposes, they support different features. I don’t use either, but I expect there are image-related features in Pixelfed that are just not possible in a Mastodon client, not because someone hasn’t written a client capable of it, but because Mastodon doesn’t have the internal data storage nor API to support it in any client.

    Where ActivityPub comes in is a unified stream language. When a post pops up on a platform, that platform has the complete data and translates as much as it can into an ActivityPub message to send to other platforms. Some platforms haven’t figured out yet how to pack all of their relevant data into an ActivityPub message, so some data may be lost in the sending. And different platforms may not support storing all the data in a given ActivityPub message they receive, especially if it’s from a feature they don’t provide, so some data may be lost in the receiving.

    Ultimately this means even with ActivityPub linking things together, the data flow isn’t perfect/complete. So different data is available to any even theoretical Mastodon client compared to a Pixelfed client because the backend platforms are different. Their APIs expose different data in different, often incompatible ways, so even if someone wrote an image-focused client for Mastodon, it wouldn’t be possible to do everything an image-focused client for Pixelfed could do, because the backend platforms focus on different things.



  • We’re about to face a crisis nobody’s talking about. In 10 years, who’s going to mentor the next generation? The developers who’ve been using AI since day one won’t have the architectural understanding to teach. The product managers who’ve always relied on AI for decisions won’t have the judgment to pass on. The leaders who’ve abdicated to algorithms won’t have the wisdom to share.

    Except we are talking about that, and the tech bro response is “in 10 years we’ll have AGI and it will do all these things all the time permanently.” In their roadmap, there won’t be a next generation of software developers, product managers, or mid-level leaders, because AGI will do all those things faster and better than humans. There will just be CEOs, the capital they control, and AI.

    What’s most absurd is that, if that were all true, that would lead to a crisis much larger than just a generational knowledge problem in a specific industry. It would cut regular workers entirely out of the economy, and regular workers form the foundation of the economy, so the entire economy would collapse.

    “Yes, the planet got destroyed. But for a beautiful moment in time we created a lot of value for shareholders.”