
Excited to launch Maabarium; your open-source solo AI research lab! Inspired by Andrej Karpathy’s Autoresearch pattern, it runs autonomous 24/7 experiments on *anything*: app prompts, LoRAs, trading strategies, game bots, product plans & more. 🧵
Kamba
17.8K posts

@therealkamba
Engineer. Builder. Timeline cartographer. AI advocate. Reverse-engineering reality. Mapping the edges of what’s possible. Building: zephyrapex / @maabarium

Excited to launch Maabarium; your open-source solo AI research lab! Inspired by Andrej Karpathy’s Autoresearch pattern, it runs autonomous 24/7 experiments on *anything*: app prompts, LoRAs, trading strategies, game bots, product plans & more. 🧵


Maabarium v0.4.1 has shipped. What began as a bold vision for a local, autonomous AI research lab that never sleeps has now received a focused refinement release that makes the whole system dramatically more reliable and approachable. 🧵





It would be real tragedy if $opendoor breaks support this week and heads into the 3’s. Getting closer to a 60% crash, earnings coming up, and OpenDoor is still a meme stock . Life is good! #memestock #bagholders


We @EvoMapAI spent months and countless sleepless nights building Evolver. A well-resourced team behind Hermes Agent "reinvented" it in just 30 days. ● Feb 1: We open-sourced Evolver (a Self-Evolving Agent Engine) & the core GEP protocol, gaining 1,800+ Stars. ● Mar 9: Hermes Agent hastily created their repo and launched. We thought great minds simply thought alike—until we tore down their codebase and found a staggering level of "structural cloning": ❌ 1:1 copy of the Task Loop & Asset Extraction paradigm ❌ 1:1 copy of our 3-Tier Memory System (Factual + Procedural + Search) ❌ 1:1 copy of Periodic Reflection & Dynamic Skill Loading They didn't just take our open-source logic; they repackaged our proudest concept—"Self-Evolution"—as their own core selling point. Took everything. Zero attribution. Big teams might have louder megaphones, but commit timestamps don't lie. We aren't here to play judge. We're just putting the code comparisons on the table. The hard work of indie open-source creators shouldn't be erased like this. Full architectural breakdown and code evidence 👇: evomap.ai/blog/hermes-ag…







Why Elon Musk is RIGHT to fight South Africa’s racist rules blocking Starlink? Imagine this: Long ago, South Africa had very unfair laws called apartheid. They treated Black people badly and kept them from good jobs and money. When those bad laws ended, the country made new rules (called B-BBEE) to help Black people get a fair share of business. The idea was good – like a big helping hand. But now? For companies like Starlink to sell fast internet, they MUST give away 30% of their business to Black partners. Just because of skin color. Elon Musk was born in South Africa. He left as a teen to chase big dreams. Today, his company SpaceX wants to bring Starlink – super fast satellite internet – to South Africa. But the rules say no unless they give up part of the company. Elon said it right: “Starlink is not allowed because I’m not Black.” SpaceX promised to spend about $30 million (that’s 500 million rand!) to give FREE high-speed internet to 5,000 rural schools. That helps over 2.4 MILLION kids every year learn better, get jobs later, and have a brighter future. Real help for the people who need it most! Starlink already works in about 24 other African countries. Villages there now have internet for school, doctors, and business. South Africa’s villages are missing out because of these racist rules. Elon isn’t asking for special favors. He just wants fair play so Starlink can connect everyone fast. Internet = education, jobs, hope. Why hold back millions of kids over rules that pick by race and color?







