Jason Hadjioannou

More little Droids! Here's an iPhone Droid (featuring SOUL.AI), Raspberry Pi 5 Droid (running local LLMs / Offline-AI via llama.cpp on 16GB RAM), and an OpenClaw Droid (the fat one on the right!)

@levelsio I’ve been doing the same for the last 3 months. I eat pan fried tuna steaks and lentils, salmon and lentils, organic walnut halves and grains. Aiming to get my body fat down to 15%. Currently 18%.

So I am trying to hit a 500 calorie deficit every day + hit my protein goal of about 150g (2g per kg bodyweight), and I used Claude chat for that, but after a week it starts losing track so I asked it to export its data as CSV and copy pasted that into Claude Code on the VPS And asked it to build a little calorie tracker called 🥩Caltrack with a Telegram bot too, so I can log whatever I eat or drink in there either via Telegram or if I want more granular via Termius SSH on the VPS I like to do this mix of Claude Code and a dashboard/chatbot because you can ask more deep questions to it like "how am I doing", "what to improve" etc. it's just much smarter and "able" on the server than the Claude chat app by itself Anyway my goal is to get @marclou levels of body fat, which is LOW, right now we're strong and lean but we can be leaner, let's try 😊😊😊 80% of body fat is decided by what you eat, only 20% what you exercise, some say even 90% vs 10%, I agree, I eat very clean but I was mostly staying on maintenance Silly calorie dense food like yogurt with low protein, taste nice but it gets you away from your calorie deficit fast, and to figure that out you kinda really gotta track things Other people suggest crash diets like eat only sardines, we know from studies though that crash diets are temporary, you just gain it back Claude says the ideal is just 500 calories deficit per day and hit your 2g/kg protein goal and you maintain muscle and reduce body fat! So I'm doing that And this app I made helps a lot!!! Thank you for your attention to this matter!!!

Great stuff @liquidai!

The real deal 💪

@benln I’m building rn!

Rebooting my X group chat for people building projects on Sundays. One rule: you can only post on Sundays. Reply if you want in.

UBTECH's new robot Androids! Imagine these just walking around 🤯

@flarup 🙏 frikkin love this

I love collecting physical games. So I made something for it. Meet Cibby.

MASSIVE NEWS Teamed up with NVIDIA to make Local AI The Default

@TheAhmadOsman Let it.... riiiiiiipppppppp!

Be ready for unsloth Qwen3.6-27B-MTP-GGUF:Q8_0 tested on DGX Spark, M5 Max and M3 Ultra using llamacpp with and without MTP. The problem is that these tests require so much time!

@Hikari_07_jp Yep. Been on the case for while now, training small models.

If you're working on local LLMs, let me know in the replies! I'd love to connect. Exchanging info is super effective for problem-solving. I've helped dozens with setup & inference questions, but I'm still learning tons myself. Let's level up together! 🚀

feel the struggle. building the smallest AI workstation.

@acadictive @brettcalhounn Thanks Ehsan

@Jasonio @brettcalhounn This is exactly the kind of project I love seeing. Also, hop on the ibuildinpublic.com waitlist.

looking to deploy capital in startups comment what you're building

Questions for all the DGX Spark masters out there, what is the best way to ensure it's always on? An UPS? Is there an automatic restart that can be set? Any other idea? I'll access it remotely in July and I don't want to lose connection and be unable to recover it 👀

@AGripsholm34 @mayemusk @SpaceX @ToscaMusk @elonmusk I had this 😍

@mayemusk @SpaceX @ToscaMusk @elonmusk I did.

20 years ago at @SpaceX Two photos with @ToscaMusk , @elonmusk and twins. Don’t you also wish you had a camera in your pocket those days?

@eliana_jordan Never a truer word spoken, in startups

everyone on x saying: “take a flight to bali or vietnam to focus and build faster.” no family. no distractions. just work. i thought that was the move too. but honestly? i don’t buy it anymore. when you find the right person, that becomes your advantage, not your distraction. someone who cooks when you’re stuck in code. someone who pulls you out of the screen after 10 hours. someone who reminds you you’re not failing when you think you are. how is removing that supposed to make you more productive? if you feel like you need to run to bali to focus… you’re probably not with the right person.

Woah 👀

@ivanfioravanti @NVIDIAAI Congrats! I recently purchased one also. Looking forward to hearing about your results.

I did it, I bought an Nvidia DGX Spark and paid for it. I really want to test this personally and see it in action. I want to thank @NVIDIAAI for building this machine 🤣 Keep me posted on future v2 please 🙏 and be ready that I'll come asking a discount for second one 😎

@0xV0LYX @TheAhmadOsman I once learned this the hard way! Trained a model for 11 days only to find out after that I didn’t tokenize correctly

@TheAhmadOsman this is actually a solid list, most roadmaps skip tokenizer building and spec decoupling feels like this was written by someone who actually debugged these

The Ultimate Step-By-Step LLM Engineering Projects Roadmap (2026 Edition) - Build a tokenizer - Learn embeddings - Implement RoPE / ALiBi - Hand-wire attention - Build MHA - Build a Transformer block - Train a mini-former - Compare objectives - Build sampling - Speculative decoding - KV cache - MQA / GQA / MLA - Long context - FlashAttention - Hardware budgets - Toy MoE - Sparse model trade-offs - State-space / linear attention - Diffusion language models - Data pipelines - Synthetic data - Scaling laws - SFT / DPO / RLHF / GRPO - Quantization - Serving stacks - Eval harnesses - RAG - Tool use / agents - Vision-language adapters - Interpretability - Red-team suite - Full capstone model system One request: Choose an Opensource AI lab when you make it Opensource is where humanity gets to keep the tools DM me when you've made it ;)