integrii

I am currently in the process of launching my AI teams platform that I've been working on since at least January. It's https://PersonaStack.ai. I'm doing it without VC money and all by myself. I've used over 110B tokens so far building it.

You get some amazing results with teams of AIs if you do it right. The key is to control behavior with what integrations and responsibilities each agent has. That way they naturally adapt, delegate, fact check each other, and generally act more autonomously.

This is already running the automated news site ainews.personastack.ai complete with social media posts 100% automated.

It also runs the issue triage, coding, reviews, and releases for the Kuberhealthy open source CNCF project, which is another thing of mine.

I don't think the next step is really smarter models. It's how we make the models more effective, and teams, when done right, net the best results I've seen.

Hoping to get noticed here soon, but it's extremely hard to do solo I'm finding.

https://PersonaStack.ai - A cloud for AI teams that self organize into any workflow.

One test stack on the platform been running entirely automated for months now to research, author, code, ship, and promote https//ainews.personastack.ai completely on its own. Many more things are possible like automatically identifying fixing, and shipping in response to 500 errors, personal assistants, or whatever you can come up with. I'm working on moving both my other open source projects over to be run by AI teams right now.

I plan to have a catalog of easy to deploy stack templates: https://personastack.ai/catalog/

Please register for an invite if you're interested!

I used Codex mostly, but my CLI Codex would run out of quota after an hour or so because I only have the OpenAI Plus plan.

That said, when I used the agentic version on the website, the quota currently seems to be infinite. I could get 10+ agents running and work for hours without a mention of quota limits. I'm guessing this is a temporary business maneuver to help Codex catch up on market share.

That said, the online version was pretty good. I found myself building out code and docs from my phone sometimes.

I have a full time job and also maintain another significantly large open source project solo (Kuberhealthy), so my flags package for Go was often neglected despite having 850+ stars and being used in lazydocker and others. I had a lot of guilt about this, but now that I've been getting used to using AI, returning to this project to add the features I always wanted it to have (completion for shells) was doable from my couch with family and kids as a constant distraction.

I am optimistic that AI is a good thing for software and it's certainly made it possible for me to stay on top of my open source projects for the first time in many years.

I made a post recently on HN about this. All you need is git. It does everything. I didn't know why people want symlinks and everything else.

https://ericgreer.info/post/2025-08-31-simple-dotfiles-scrip...

This is neat and probably even better than the ignore. Thanks for this!

The post does say exactly how to do that. Just init your homedir as a repo, add a remote, and pull. Your dotfiles come right down on top of your new machine's home directory.

Call me crazy, but I don't like any of this. Make more named functions. Keep your logic flat and explicit. I believe go wants you to code this way as well. Imagine the horrors this kind of function chaining creates. Actually, you don't have to. It's JavaScript.

I had COVID at the end of 2022 and became deeply and severely depressed right after and for the first several months of 2023. It was terrible. I was shaking uncontrollably for days, I never slept for more than a few minutes at a time, I didn't eat, and I had panic attacks constantly. I really thought that it would never end and that my brain had somehow broken.

I did have stressful events I was dealing with in life before this occurred, but I was managing. While I had COVID, I realized that I would get very unexpectedly sad and sometimes cry for no reason. As COVID got better, my depression symptoms stayed and got worse.

I ended up sick with something that required antibiotics and within a week of taking those, my symptoms started to ease up. A month later I was doing much better. A few months later and I was back to normal. I also started therapy during this depression event and continue it today just in case.

I really don't have a way to prove that it was connected to COVID or the antibiotic use, but I can tell you that my mind was not functioning correctly during this. I could mentally know everything was totally fine, but my body would still decide to dump adrenaline and fear on me unreasonably. It was like being trapped in a broken body that was torturing me. People would try to tell me that everything was fine, and I would explain that I knew that, but my brain chemistry was still on fire and logic didn't help.

Anyway, I fought hard, I reached out to friends, I did therapy as often as I could, I started exercising, did breathing exercises, took lots of walks outside, and I eventually got through it. It felt hopeless but I just did those things anyway through sheer force of will. Eventually I got through it and that hell is only a memory now that continues to fade with time.

I believe this was related to some kind of inflammation somewhere that was linked to a very bad COVID infection.

This is dark and upsetting. Helping others and even giving them hope is a good thing.

Seems like you're suggesting that private security should be an expected cost because the state will no longer protect you like they have been for many years...

Are you suggesting people should not defend property because the attackers will just escalate force and continue their crimes?

Then by that logic, I now understand the push to reduce the punishment of so much crime.

I wrote my own flags package called flaggy and think its the easiest to use and makes the most sense! Up to 600 stars om github now. https://github.com/integrii/flaggy

Printing money defaces the dollar to the world. You can never create value, even by printing money. The system will rebalance because nobody works for free and everything is sold to the top bidder.

Because they will sell less cars. That means they hold more cars. More cars that are depreciating. They will drop prices to move cars. That means less profits.

Looks very cool, and I bet it works great, but that is a lot of technology stack to learn, adopt, and trust to solve all my problems without being too complicated.

I feel like user adoption will be hard earned because it is such an integrated and new solution.

First get this validated by a medical authority. Find the best one you can.

Next, send your idea and medical validation to the Bill and Melinda Gates foundation. You're not contacting Bill, you're contacting his foundation. Their doctors will look at your idea and can present it to Bill on the next scheduled call.

Wait a second. The back button is being replaced with a swipe from the left edge of the screen???

What if my phone is really wide? What if I miss that gesture 40% of the time?

Typical Verge article. A lot of personal opinion poised to upset or rally the reader.

The tending section is one of the core features of Twitter. It tells you what is trending and being discussed the most. If it's being exploited or manipulated, then they should work on solving that problem.

Sure it inspires craziness, but the real problem - in my opinion - the human tendency for tribalism. Removing the feature from the current day most popular site won't fix anything.

i can't edit my comment but my phone apparently competes to to too.

This is one of the dumbest things I've read in awhile, even for CNN.

The second wasn't too form a militia FOR the government, it was too form a militia AGAINST the government in case it became tyrannical.

Now, maybe you can figure out why efforts to remove firearms by the government are a non-starter for most people. This separates us from China and others who would remove our essential rights and liberties.

Good feedback and I agree. We have Roblox several chances. Each time it became out of control. We definitely do not hover-parent.

To be clear, my kids have an xbox1, ps4, xbox360, two gaming PCs, a Vive VR headset, their own macbooks, a switch, their own dedicated Chromecast TVs, and one even has a pixel 3a. Roblox is the only thing we have ever had to perma-ban. Fortnite got a one week hold once, but Roblox had to go forever.

They play fortnite, Minecraft, and lots of other stuff. Unfortunately, as soon as I find out my daughter joined a server where lego looking avatars were walking around with massive hard penises doing sex acts on each other, we were done with moderation and guardrails.

Both of my kids played a lot of Roblox until we banned it. They easily became obsessed and were violent when removed, even with a tightly controlled schedule. They would try to connect to offer WiFi networks to get access and would steal our phones to get access. We ended up having to detox them like it was a drug.

Beyond that we found that the openly mod-able nature of the game allowed some remarkably disgusting 3D models and game modes. Just Google it. It was not hard to find a room with 50 kids holding adult store items and doing extremely inappropriate things.

The system is also rife with predators. One game let them share pictures somehow. Some guy was asking my daughters to send them pictures of their feet. Try to censor that request in chat, I guess.

This if course sets aside the caste system that is built on their in-game currency. Scammers can convince your kids to trade their favorite items away in a "trust trade".

Roblox is not appropriate in my experience.

I share the same sentiment and made this so that more people could see the non-vocal user point of view. The language is fine!

I think the proposal is very smart and the people who wrote it are very smart. I appreciate the passion and hard work that goes into it. I just don't agree with the proposal at all.

"Real" diagram or not, Python does cause confusion and I don't know any Python programmer who hasn't paid their dues in figuring it all out.

Worse yet, many Python programmers only know Python (new to the industry) so they don't even know what they don't know.

Is it your fault because you may not be able to file your own taxes, or is it because it's really complicated and it changes all the time? It depends who you ask.

The comic makes a real point.

You will get to initial source code with this, but if you want JavaScript to work, you just use PhantomJS. If you want PhantomJS to be usable, you is casperJS... Until you find a site with FuzeJS or some other JavaScript or html intense site. Those won't render in PhantomJS.

For that stuff, as of a few months ago, you can use Chrome headless. I wrote a couple go packages to make that easy. It basically runs headless chrome with a JavaScript REPL console you can use to interact with the session. https://GitHub.com/integrii/headlessChrome

I was also able to smash my while scraper bot into a docker container after working around a couple bugs.

It's not python dependent and it's named something more easily memorable.

You can check if a channel is closed or not. You can even use it gracefully as an iterator.

No - the ML community

You should (all Java devs) take a shot at being a gopher.