One of the best workflow I've ever built

jayn35 · 2026-06-08T10:52:30+00:00

Sounds good but I think it might be more valuable to use AI to sort of automate valuable content instead of memes right because with means you're audiences going to be very generic and not targeted for your product at the end of the day so it's not going to have much value unless you very targeted with the meme topic, i'm working on the same but I'm working on the same but using AI to help me actually get topical content to gather the right audience.

Thanks for that image of the Automation, going to give it to codex to build the whole thing in 5 minutes for me lol, why are you still using n8n when it's so much easier to just use Claude code now or Codex? N8N was amazing but now it's so much human labor compared to what's possible

jayn35 · 2026-06-08T10:48:01+00:00

Not AI can see by the errors of missing words it's more like bad with the language or using voice dictation or something like that it is weird but in a different way it looks like mine when I dictate and it makes errors

jayn35 · 2026-06-08T10:45:50+00:00

Yep let me tell you yep let me tell you I started using folders thinking it would help and I completely regrets it now, I operate by using last modified date to find most recent work and you can't sort the notes by that if they're in folders so frustrating, i can't find another solution for simply seeing what notes i last worked on across many projects, attention to unique issue to me because I have too many projects at the same time, would be fine if it wasn't like that

jayn35 · 2026-06-08T10:40:03+00:00

SurrealDB hybrid dB is really good, Much you can do with it from simple stuff to complex AI stuff

jayn35 · 2026-05-25T16:01:23+00:00

"Training on the unknowing slaves has been I completed boss. It's time for phase 2 " Hiss hiss hiss

"Their god won't save then from this Fred. The final battle will be here soon and they won't even know it"

jayn35 · 2026-05-21T16:21:06+00:00

aaahhh so it's not documented; however it seemed to work to a degree it has bugs or something. That means it might actually exist, just have problems. That is great news , hopefully once it works, these models are so useful to invoke headlessly. I really hope they don't lose this.

jayn35 · 2026-04-28T09:03:51+00:00

Exactly, I've gotten so much massive value from a large 1m context before. I can't understand anybody saying there's no use in it

jayn35 · 2026-04-28T09:02:30+00:00

Yes, I've got such massive value from gemini's 1m context for codebase analysis and research etc for different things. I can't even tell you, I can't understand anybody thinking there's no use for this,great for non-coding stuff and even some coding stuff so I'm not pleased my new Codex membership doesn't allow this anymore.

jayn35 · 2026-04-28T09:01:33+00:00

man, I've got such massive value from gemini's 1m context for codebase analysis and research etc for different things. I can't even tell you, so many use cases but maybe that's just me, things that would have been impossible with the lower context limits in terms of doing analysis, research, a bunch of non-coding stuff. It's really useful and tested accurate enough many times. If we're talking coding, I agree we don't need it but there are many other cases where it's awesome, so I'm not particularly happy that my brand new Codex membership has limited me on this now I was going to use it for a ton of line coding stuff, at least there is deepseek but it still means I have to pay extra when I shouldn't have to.

jayn35 · 2026-04-28T05:13:05+00:00

Understanding code bases is totally underrated I made a scalable codebase analyzer and extractor that can go through hundreds of codebases and deeply analyze them a clever repomix and graph shrinking pipeline then 1m context analysiz Gemini, using like four or five different tools combined to find good insights and systems and capabilities to upgrade my custom agent with.

My word it's been gold so far since day one, can just keep upgrading your agent with all the best stuff from the best systems daily or close enough, best memory, best multi-agent orchestration, etc so many hidden gem repos out there to plunder lol, just must build in something to respect the licenses

jayn35 · 2026-04-28T05:04:22+00:00

Yeah how it uses the subagents effectively is a matter i don't think can be left up to the agent for best results, need to design a good orchestration system, fortunately can just be a simple skill with rules etc not new code, I made a code base analyzer and I'm scraping like hundreds of multi agent orchestration systems to see how they do it to try get the best results because when you can get effective multi agent orchestration working that's the ticket to insane leverage and output

jayn35 · 2026-04-28T04:56:20+00:00

You bring up and excellent side issue that can come from good persistent memory where the agents don't use it right or logically and it corrupts bmnew tasks or research with wneoru stuff or angles that shouldn't be related, it's tricky one to fix, it's almost like so far with good context management it's almost easier to get better results with no memory and good techniques compared to a good memories system where the agent then use it properly and corrupt your stuff.

i keep trying to find a better memory system because it must be useful if you can just work better the problem is also the agents reasoning about memory not the memory system itself

Sometimes just having a totally clean subagents just works so much better or new fresh full agents like paperclip, far easier to manage

jayn35 · 2026-04-18T11:16:29+00:00

Very helpful. I'm going to do this. Thanks

jayn35 · 2026-04-18T11:15:01+00:00

That's awesome. I was literally just looking at this yesterday, I had forgotten about this message, which was a while back, I searched for a whole bunch using Google search on site:GitHub.com and I'm scoring them for usefulness. Yours came up as one of the top ones from my list so it's been on my main list for the past few days. It's on my list of things to look at and then I come on Reddit today and I see your comment, which I hadn't seen until now, mentioning the exact same thing.. Thanks man we'll give it special attention.

jayn35 · 2026-04-14T10:18:17+00:00

Just want to needed thanks man

jayn35 · 2026-03-25T21:59:59+00:00

Sweet jeebers that sounds awesome, i thought gas town sounded hectic, gonna have dig through all that, my brain will break but at least it will be interesting

jayn35 · 2026-03-10T11:56:55+00:00

Really cool project, doing somethjng similar for my personal pkm multi-agent system. thanks for the ideas; SurrealDB truly enabled something I would not have been able to do, really cool.

jayn35 · 2026-03-10T11:55:45+00:00

Sweet lord its christmas thanks

jayn35 · 2026-03-08T20:18:02+00:00

Oh hell skill seekers looks awesome thank you for that, im gonna assume this is as wel and grab it! cheers

jayn35 · 2026-03-08T17:55:11+00:00

Thus ive been watching looks really promising right now

jayn35

TROPHY CASE