Bennett Schwartz | GustyCube

I’m GustyCube. Distributed systems & AI engineer building infrastructure-level software in public. I write about: • system architecture & scaling • distributed system failures • AI infrastructure & memory systems • lessons from building real systems Currently working on: • Membrane — selective learning & memory for agentic systems • Networked infrastructure projects at Ignyte Solutions Follow if you’re interested in how systems actually work.

Anything to ship faster

The way I've personally solved this is by designing the systems myself and having the models implement them. They've gotten pretty good at writing high-quality code when given a concrete plan, and when I'm the one designing the system (for example, a memory and learning substrate for agents), I can catch and fix a lot of issues before the agent ever writes a line of code. That way, you understand the logic and architecture without needing to memorize code line by line. I think the era of knowing every line and file in your codebase is fading, and what's replacing it is a deeper understanding of systems and architecture over syntax.

Just read @badlogicgames’ blog post, and it put words to something that’s been deeply disturbing me for days. I’ve become very AI-pilled over the last few weeks, pushing crazy amounts of code on Icarus (my OSS Valorant tool). That especially became prevalent because I kinda have to not fail college, while my app was blowing up and getting a lot more users. But it all felt vaguely wrong, like I was losing control of my codebase. My code wasn’t perfect, but it was thoughtful. I spent time building systems that would aid me in the future and removing failed ideas. AI code was good, how good? I couldn’t tell you, tbh. But I know it wasn’t perfect. So I don’t really know what to do right now. I’m more lost than ever, but this blog post helped me find a little more understanding. I’m at a stage where my take on this is still actively forming, and I’d love advice from more experienced devs. My ideologies have never been this battle-tested, so yeah. mariozechner.at/posts/2026-03-…

Btw Theo, I think memes fall in the denial/anger stages of grief

@itsumeshk @AI_Nate_SA You OVERCHARGE on API costs. Also, most OpenClaw users do subscriptions, not API. So, they get it for much cheaper.

@AI_Nate_SA and what about the api cost in building all that?

We're launching RunClaw to kill OpenClaw. OpenClaw costs $700 to set up. RunClaw costs $1 no setup. > OpenClaw can’t build you a website > Can’t generate a video > Can’t make a slide deck > Has 9 security CVEs RunClaw does all of it. Better agents. More secure. Always in your DMs. Try it now for $1.

@theo I don't recall ever seeing cards in any websites. Where did GPT models get that from?

@thesayannayak ghcommits.com – see where you rank on a global leaderboard by all-time github commits

What problem does your product solve? Drop the link.

@csaba_kissi ghcommits.com – see where you rank on a global leaderboard by all-time github commits

Share your website/project, guys👇

@CiprianiRanieri ghcommits.com

Builders only. Drop your product. No pitch. Just the link. I'll be your first user. ↓

@satvikcodeX @brave @steipete lmao!

@GustyCube @brave Maybe that be my @steipete moment

Brave just registered a .agent domain! We support the effort to have the .agent top-level domain managed by a community, instead of being owned by one company. Join the community and pre-register your domain here: agentcommunity.org

@satvikcodeX @brave These will get flagged for copyright violation and the companies will probably sue you for them. Except for the last two

@brave IDK about you guys, but I think I ended up with some of the coolest .agent domains.

I just claimed my .agent domain and joined the .agent community! get yours now and help shape the future of autonomous agents #CF3EHTLD" target="_blank" rel="nofollow noopener">agentcommunity.org/join#CF3EHTLD @agentcommunity_

@KyleVibeCoder pretty true lol. they have a LOT of debt

openai is guaranteeing private equity firms a 17.5% minimum annual return. sam altman shipping a hedge fund with a chatbot attached.

@MrPerfect797 ghcommits.com – see where you rank on a global leaderboard by all-time github commits

What are you building on Monday? Drop in the replies 👍

@_saurabh__xd gustycube.com

Drop your portfolio (or your best website) I’m gonna rate it.

@RoundtableSpace ghcommits.com – see where you rank on a global leaderboard by all-time github commits

What are you building this week?

@BatsouElef ghcommits.com – see where you rank on a global leaderboard by all-time github commits

Link your project/SaaS, and I’ll share with you one free tool that can help you gather feedback!

@foundrceo ghcommits.com – see where you rank on a global leaderboard by all-time github commits

It's Monday. Time to promote your product. What are you working on?

@TosinOlugbenga ghcommits.com – see where you rank on a global leaderboard by all-time github commits

Are you building something cool? Share your project. The top one gets featured for 24 hours on my platform with 500000000+ weekly views

@CiprianiRanieri ghcommits.com

Builders only. Drop your product. No pitch. Just the link. ↓