Coffee Roaster Aggregation ETL using fastapi, nextjs, bs4 etc etc. It's been fun, just finished up the oauth for discord that pairs nicely with the info required to make Discord dm notifications function. attempting to charge 6$ for the instant notifications, but doubt many people will be interested. up to 75 roasters and all of them are checked every 10 mins for new products.
Considering reusing the repo as a framework for other industries if this project ever gains any traction.
Also was considering adding a goofy rag discord bot to the server just because i love tossing in a rag layer everywhere lately, and feel like i fall a bit short on my filters for stuff like origin/flavor notes and all that junk. Semantic search with solid chunk strategies might create a better solution than if i did get all the filters working as well as possible.
> Using AI has been really perfect for me. I can build stuff while I do other things, walk the dog, make lunch, sit on the porch.
this resonates with me strongly, while i like coding, and understanding it, I understand my human limitations. I couldn't possibly write by hand the stuff I've been making, in the time I am making it, without a team these past few months. I would be coding literally all day, which while I sometimes enjoy the zoning out process of wiring stuff up, what i really enjoy is exactly what you described.
I enjoy being outside and walking my dog, taking a long shower, and cooking. All of these things are simple tasks with a good bit of repetition, and unlike wiring up some code or whatever, they allow my thoughts to flow, and I can think about where my projects are likely heading and what needs to be done next.
Those moments, even before heavy AI assisted coding, have always been the moments i cherish about software development.
There is also the very lame auto win category that i happen to fall into...
I dont trust openai, or google. google has beyond proven that they aren't trustworthy well before the LLM coding tool era. I am legitimately not even giving them a chance.
Sadly I am assuming anthropic will at some point lose my trust, but for now they just feel like the obvious choice for me.
So obviously i am a terrible overall observer, but i am sure i am not alone in the auto win portion of devs choosing anthropic.
That was exactly why I had been a paying Anthropic customer as well – I trusted them more than I trusted OpenAI or Google. But I canceled my subscription this morning after the news that they've ditched their core safety promise [†], and they look likely to fold to the Pentagon's demands on autonomous weapons/surveillance as well.
The sometimes hot garbage I get from the AI results for technical questions in the past year or so has me not even considering them from the start... I've tried github copilot (whatever the default engine is) and OpenAI and just found it annoying. Claude is the first one that I've felt was more productive than annoying and I just started using it.
Noise is going to be the coming years biggest issue for so many fields. A losing battle like arguing with a conspiracy minded relative, you can slowly and clearly address one conspiracy and disprove it, by the time you do, they are deep into 8 new ones.
or you know... the rise of itunes/ipod at that exact time. present the public with an option that is not in a grey area and is not a massive inconvenience, and a large amount of them will happily go the legal route.
Its leaning that direction again, video streaming services are becoming a massive inconvenience, much like needing to buy a CD if you wanted 2 total songs off it. Doubt it will be as iconic of a moment in time as the limewire/napster era was, but who knows, im so bad at predicting the future i assumed nvidia was gonna be hard declining after the end of the crypto mining craze.
> sufficient to scare everybody back to honesty.
idk how you thought this would land here, but saying everybody was a rough choice of words.
I am unsure how you think this makes your point? thats from 2010. the end of that era. Perhaps you think this was the nail in the coffin? but itunes/ipods had been around for nearly 10 years at that point and a ton of the approachable programs such limewire napster etc, were becoming tougher to use, and it was a transition to torrents instead. in 2010 there was even spotify in the mix.
Regardless of all of that, stating that one person's lawsuit is why music piracy ended for EVERYONE is a massive massive stretch of the truth. piracy literally never ended, it just became less approachable, and the mainstream offerings became more what the public desired(CD sections are pretty dead in modern day).
its just impossible to not read this as. "they used her lawsuit to set an example, so it worked". One can be true and the other can be untrue... Piracy never ended, and it was not a reversion to the old ways post lawsuit, the market evolved based on the pushback from the public. I have no idea how you are drawing your conclusion that because this lawsuit exists, it was the final nail in the piracy coffin, when piracy has literally never gone away.
Anecdotally, I very much lived through this entire era, I've literally never seen that lawsuit until you linked that article(notable the 25k settlement she declined). The idea that it scared the entire USA into compliance is an unbelievable stretch... still.
It's all so astroturfed so its hard to tell. I got the opposite impression though. Seemed like OpenAI had more fake positivity towards the top that i tried to skim, and this had way less and a lot of complaints.
Im biased I dont trust either of them, so perhaps im just hard looking for the hate and attributing all the positive stuff to advertising.
Whenever I see this particular "feature" being blocked, all I can think of is my own past personal usage of this feature. It was purely to listen to podcasts or whatever while in the car. So by default this feature should just work, and it should be: turn on the source and listen.
Instead its disabled to try to extract more revenue out of users, so my personal use case becomes a potential road hazard for people who didn't give in and instead are fiddling with their phone to ensure that it keeps playing.
Can't imagine this is even a moment of discussion in 2026 when making the decision to block something like this.
my current flow for this if i ever have the misfortune of only having youtube as a source, is to turn on the video, and face the screen away from me in the cup holder. So personally I've found what i consider to be a safe alternative.
Can't imagine younger drivers are going to go through the same amount of caution to avoid grabbing their phone or looking at a video playing while they are driving.
> So personally I've found what i consider to be a safe alternative.
A bit more effort, but downloading the podcast and listening to it via a basic audio player app that does not further enshitify itself daily is even safer.
at some point ima stop being lazy and setup the reverse proxy for my jellyfin server and this will be a smooth "ytaudio {url}" alias that downloads through ytdlp and places it in the proper folder .
For now its a rare enough occurrence where i just keep neglecting it.
Before I put a modded Youtube app on my phone to re-enable the feature, I would just leave the screen on, turn the brightness down, and place the phone face-down on my passenger seat (all before taking the vehicle out of park, of course).
As much as i loved the relation of vibe coding to slots and their related flow states in this article, I also think what you are stating is the exact reason these tools are not the same as slots, the skill gap is there and its massive.
I think there are a ton of people just pulling the lever over and over, instead of stepping back and considering how they should pull the lever. When you step back and consider this, you are for sure going to end up falling deeper into the engineering, architecture realm. Ensuring that continually pulling the lever doesn't result in potential future headaches.
I think a ton of people in this community are struggling with the lose of flow state, and attempting to still somehow enter it through prompting. The game in my view has just changed, its more about just generating the code, and being thoughtful about what comes next, its rapid usage of a junior to design your system, and if you overdue the rapidness the junior will give you headaches.
> I think there are a ton of people just pulling the lever over and over, instead of stepping back and considering how they should pull the lever
There are deeper considerations like why pull the lever, or is it the correct lever? So many api usages is either seeing someone using a forklift to go the gym (bypassing the point), using it to lift a cereal box (overpowered), or using it to do watchmaking (very much the wrong tool).
Programming languages are languages, yes. But we only use them for two reasons. They can be mapped down to hardware ISA and they’re human shaped. The computer doesn’t care about the wrong formula as long as they can compute it. So it falls on us to ensure that the correct formula is being computed. And a lot of AI proponents is trying to get rid of that part.
Impossible to say right now... consider just the idea of reactive agentic workflows: test fails, agent is instantly triggered and response is passed off for review, or whatever, something along those lines.
Thats staying power, suddenly that lease isnt a lease, its an ongoing cost for as long as that system exists. its gas.
Coffee Roaster Aggregation ETL using fastapi, nextjs, bs4 etc etc. It's been fun, just finished up the oauth for discord that pairs nicely with the info required to make Discord dm notifications function. attempting to charge 6$ for the instant notifications, but doubt many people will be interested. up to 75 roasters and all of them are checked every 10 mins for new products.
Considering reusing the repo as a framework for other industries if this project ever gains any traction. Also was considering adding a goofy rag discord bot to the server just because i love tossing in a rag layer everywhere lately, and feel like i fall a bit short on my filters for stuff like origin/flavor notes and all that junk. Semantic search with solid chunk strategies might create a better solution than if i did get all the filters working as well as possible.
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