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that's a lot of speculation based on one year of data. We don't actually have the results yet, is the main issue as i understand.

You're right. ive struggled to understand what exactly this means, in large part perhaps it's so often misused?

I think it means something like we're trapped in the constraints of the medium. Tweets say more about the environment of twitter than whatever message happened to be sent.

but i think im off on that, ill look this person up and find out!


Some examples.

Firstly, Twitter has an upper bound on the complexity of thoughts it can carry due to its character limit (historically 180, now somewhat longer but still too short).

Secondly, a biased or partial platform constrains and filters the messages that are allowed to be carried on it. This was Chomsky's basic observation in Manufacturing Consent where he discussed his propaganda model and the four "filters" in front of the mass media.

Finally, social media has turned "show business [into] an ordinary daily way of survival. It's called role-playing." [0] The content and messages disseminated by online personas and influencers are not authentic; they do not even originate from a real person, but a "hyperreal" identity (to take language from Baudrillard) [0]:

    You are just an image on the air. When you don't have a physical body, you're a
    _discarnate being_ [...] and this has been one of the big effects of the electric age. It
    has deprived people of their public identity.
Emphasis mine. Influencers have been sepia-tinted by the profit orientation of the medium and their messages do not correspond to a position authentically held. You must now look and act a certain way to appease the algorithm, and by extension the audience.

If nothing else, one should at least recognize that people primarily identify through audiovisual media now, when historically due to lack of bandwidth, lack of computing and technology, etc. it was far more common for one to represent themselves through literate media - even as recently as IRC. You can come to your own conclusions on the relative merits and differences between textual vs. audiovisual media, I will not waffle on about this at length here.

The medium itself is reshaping the ways people represent, think about, and negotiate their own self-concept and identity. This is beyond whatever banal tweets (messages) about what McSandwich™ your favourite influencer ate for lunch, and it's this phenomena that is important and worth examining - not the sandwich.

[0] Marshall McLuhan in Conversation with Mike McManus, 1977. https://www.tvo.org/transcript/155847


It's confusing because "message" is not using its lay meaning, and decades of "medium" and "media" meaning drift meant that it isn't either.

For "the medium is the message", "medium" refers to any tool that acts as an extension of yourself. TV is an extension of your community, even things like light bulbs (extends your vision) are included in his meaning.

McLuhan argued that all forms of media like that carry a message that's more than just their content. "The message" in that argument refers to the message the medium itself brings rather than its content. For example, the airplane is "used for" speeding up travel over long distance, but the the message of its medium itself is to "dissolve the railway form of city, politics, and association, quite independently of what the airplane is used for."

You can see it happening via online media that extend ourselves across the internet. Think of how, once easy video creation via Youtube became uniform, web comics stopped becoming a popular medium for comedy online. It's not like the web comics faded because they got worse; it's that they faded into a niche format because people didn't want to communicate via static images anymore. Or how, once short form videos on TikTok got big, you saw other platforms shift to copy the paradigm. McLuhan's point is that it's not just the content of those short form videos that matters; it's the message of the format itself. Peoples' attention spans grow shorter because of the format, and before too long, we saw the tastes and expectations of the masses change. Reddit's monosite-with-subcommunities format and dopamine triggering voting feedback mechanism were its message more than any actual content posted there, and it's why traditional forums are niche and dwindling.

If you want to get a pretty good understanding of it, just read the first chapter from his book Understanding Media. It's short and relatively straight forward.


i think you're talking about trending vs popular.

The signals are working as intended. More people will know Kim K than Sweeney because Kim K is more popular and has had more time to be more popular.

why am i talking about kim k on hn lol


Everything I learned about the Kardashians has been learned against my will.

haha yeah it makes her so obviously more popular and thus her follower count more "accurate". The parent's point is just hard to hold.

Pretty sure she founded or runs skims? She's Armenian, daughter of a famous lawyer in LA. Kanye. Sex tape. Early with the reality tv. I too did not seek out any of this knowledge!

Most just be a generational thing. Sweeney is still baking. She's actress from euphoria of which i didn't watch. That's about as much as i know. and the jeans ad controversy.


The signals aren't really working though. It's why algorithms are required, because people want relevance instead of popularity.

Having fading connections equates relevance with popularity.


When you say "it generates flowchart diagrams…" what exactly is generating them? Is it built into cloudflare workers or is it something your team created?

It's displayed Cloudflare Workflows dashboard: https://developers.cloudflare.com/workflows/build/visualizer...

Cloudflare workers shows a visualisation of your workflow in their dashboard, but it’s imperfect

Ambient agents premise lands and is thought provoking.

But the more you read the article the more the point is lost. The prescriptions given aren't ambient?

    CLI: a good command-line interface makes it easy for an agent loop to interact with your system and saves tokens.
    Specs: Declarative configs, schemas, manifests. Artifacts that state the desired outcome, not the steps.
    Reconciliation loops: you declare the target state, let the system continuously converge toward it. Detect if something drifts.
(seems you're talking to the AI above (and you'll need to refine just like a conversation), it's just not synchronously in chat)

The gripe seems to be specifically with being able to chat with the AI. Yes, ideally the AI just knows to do stuff. But the chat interface is also the reason every Bob and Sarah has chatGPT in their pocket. It's also just growing pains.


yeah and the reconciliation pattern only really works when you can actually read current state. half of what agents do is side effects you can't observe. slack messages, payments, emails. agent times out, retries,customer gets billed twice. article kinda glosses over that.

Super cool writeup from a technology perspective. And a motivator to build more tools, play with MCP and try out Claude routines. The product pitch is also really clear. Good job all around.

Now for the criticism: back in the day mint.com was mind-blowing. It's what you always thought you'd wanted. The graphs were interactive and pretty and you really loved seeing them go up. Not so much down. I was so attached to the gamified aspects, much like step counters. They reinforce habits.

My mint journey ended with roughly 5 years or so of data, once they sold to Intuit, didn't like the ads and willingly syncing all my data to mega-corp. Much like Duolingo, it felt good at the time, but I don't know that it did anything for me at all.

Tracking is a double-edged sword: it really does build better habits. It's better to track weight every day for example so you better understand that fluctuations are mostly noise. The daily tracking stuff is entirely useful to get the need to track daily out of your system.

TLDR: checking my net-worth daily sounds like something I should coach myself out from. Ironically that probably takes tools, but the end goal is to not need them.


Awesome feedback. Agree 100% with this. I guess a couple comments:

- We have a built-in CSV export tool in beta right now for cash transactions, and plan to add this for other datasets as well. You should be able to download your data when you want it. It's yours.

- Yes, tracking is great, but it also has a dark side. My sort of vision, at least for what I want, is less of a gamified finance tracker and more of an ambient, always-on agent that's watching for me. It knows my preferences, it knows what I care about, and it tells me when it finds something.

- Before we get there though, for now, it's really interesting to sort of tinker and build your own custom finance automations. As a programmer, it just feels liberating to get the data out of some closed banking app and into a space I'm comfortable in.

- Especially from an investing standpoint, it's been neat to pair our MCP with a much smarter model like 5.4 Pro and have it do long-horizon research tasks that require a lot of web research and correlation.


> As a programmer, it just feels liberating to get the data out of some closed banking app and into a space I'm comfortable in.

Quote of the week for me. well said.

~15 years ago I fumbled around with web programming basically because I never learned how to use excel in school. Nerded out with css, html, forms, then php and mysql to script together an unbelievably worse version of what a spreadsheet could do, but it was incredible that I could build something entirely made for my idea. And with the power to improve it.

Thank you for writing and sharing your story, it's motivating and comforting even. Good luck!


Thanks for sharing your story!

I didn't want to even try it because of similar. ("immigrant mentality" they call it around here. it's not a pejorative. TLDR: frugal because starting life over)

and it's really slow. I didn't end up waiting. Not a slight to the creators, let them create. It's just really freaking slow I didn't wait.


same. i finally tried Claude Code and i just shrugged. Cursor definitely has a clunky UI with an identity crisis, but it pioneered plan mode, and auto / composer chugs along without rate limits for the most part.

Opus, I watch my allotment creep up every turn…


Am I the only one that thinks Composer is really good, when you factor in the speed and the cost?

I don’t doubt it is. End of the day, it’s a fine tuned Kimi. They tried to hide it and making their work sound more impressive than it is. It’s easy to have stuff be cheap when you don’t have to train your own model from scratch.

Composer is clearly dumber than the rest but then I only ask it dumb questions and it answers them really quickly.

yes, you are

You might be onto something. I find every image unsettling. they're very good no doubt, but maybe it disturbs me because all of it is a complete copy of what someone else created. I know, I know, there is no pure invention. That's not what i mean. Humans borrow from other humans all the time. There's a humanity in that! A machine fully repurposing a human contribution as some kind of new creation, iono i'm old, it's weird and i don't like it.

Maybe i'm just bloviating also.


No the reason you feel uncomfortable is because it is theft - a wealth transfer.

Not sure why we need to pretend what is and isn’t going on here.


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