Scratchpad

💭 technology is supposed to improve human life, and human life cannot exist without healthy nature and environment. we need to think not twice but ten times before we put ginormous datacenters. the moment you damage nature, you are just a scammer not a technologist. 2026-06

💻 obsessed with it, 128gb gpu+cpu, decent mem bw, runs most of the llm models locally on roo code… useful token/sec on qwen3.6, and it looks the coolest, asus rog flow z13-kjp2026-05

💭 guess i was right about switching to Firefox. ditch anything chromium based.2026-05

💭 Today, one can reproduce/generate anyone’s 6-8 years of PhD work to a working product with 4-6 hours and 50$ of API calls. Anything can be reverse engineered, even without detailed documentation. It all ends up, the edge is, knowing how to build systems. 2026-04

💭 agents talking to agents talking to agents.2026-04

💭 “LLM Knowledge Base” is nothing new. 2026-03

💭 apple tv’s formula one commentary and the broadcast is just awful! making me feel like as if i am watching UFC match or something. the whole cast needs replacement. very disappointed. missing sky sports broadcast! 2026-03

💭 most meta thing i heard lately.2026-02

😉 like i said… my work and my references speak for themselves.2026-02

📀 brewing2026-02

🥸 i am not surprised 🙂‍↔️2026-02

🤓 you know you are a nerd when you put your TB dataset on HDD and not SSD, intentionally, to hear it keep fetching data making the disk noise, it is r/oddlysatisfying. 2026-01

🚦 Cursor needs to stay competitive, especially in AI coding market, with their latest pricing change, it became unnecessarily expensive, while there are similar altnernatives… 2026-01

💭 i am still mindblown how fast one can build with LLMs, as long as they know what they are doing. 2026-01

💭 some things are learnt with age. 2025-12

🙃 Got a compliment from someone I really respect today. Made my day.2025-12

💭 as humanity, we are creating illusionary intelligence, not artificial intelligence. artificial requires understanding of said existence, and such understanding doesn’t exist, and it will never exist 100%. saturating to 99.9% is the humanity’s race. 2025-11

🤩 You are looking out the window and notice… 😂 love SF. I want to get on it!! Where/who do I email? Never thought the nerd in me would get this happy and excited seeing a blimp. Pathfinder-1 by LTA Research.2025-11

🧪Testing the new quote feature! Works? 2025-10

💭 Great read. And his workflow setup article is pretty good too: https://steipete.me/posts/just-talk-to-it2025-10

📱 thought for 2s.2025-10

🧠 genius 🤍2025-10

💭 Using AI/LLMs to write code or a function is simple, when you attempt to build a project, then you have to worry about CI/CD, code reviews, quality and testing. Many “vibe coders” miss the point on it and are stuck in continuous debug mode. Streamline your dev flow with LLMs first! 2025-10

💭 PRD->ARCH->SCRUM->DEV->QA

Can we merge some different dimensions in the same perspective?

2025-10

⚙️ pm, sm, po, agent, dev, sm, qa, sm, pm, qa, sm, dev, qa, dev, qa. 2025-10

💻 Brilliant: https://www.alphaxiv.org/html/2510.01346 2025-10

💭 Something I’ve read online “Forget about prompts. It’s all about context. And yes, the more precise your context, the more relevant the model’s completion. And yes, it’s exhausting. Actually I believe gathering the most precise context is the core of your added value while working with LLMs” cannot agree more➕ 2025-10

💭 Something I’ve read online “Forget about prompts. It’s all about context. And yes, the more precise your context, the more relevant the model’s completion. And yes, it’s exhausting. Actually I believe gathering the most precise context is the core of your added value while working with LLMs” cannot agree more➕ 2025-10

😂 Hilarious & creative: “quicksort explained IKEA-style” https://idea-instructions.com/quick-sort/ 2025-09

✍️ as the only engineering person in the trade secrets, patents and trademarks class in law school, back in UT-Austin, I certainly do know and believe in the importance of the topic. If you ever interested, read the lawsuits around such topics. 2025-09

💭 BMAD method is a sign of where we are headed… 2025-09

💭 World doesn’t need AI generated movies for entertainment. 

World needs realistic computer games where user choices end up in different stories or timelines. It’s like a movie. That’s where AI-generation comes in. 

Gaming companies, I believe in y’all!

Always online on-time rendered. 2025-09

📱 rabbit r1 creations are pretty cool, someone made a Pokédex🤣love it 2025-09

📱 rabbit r1 creations are pretty cool, someone made a Pokédex🤣love it2025-09

🤖 Smart move https://www.bloomberg.com/news/articles/2025-09-09/asml-pumps-1-3-billion-into-mistral-in-boost-for-european-ai 2025-09

📲 💭 hardware security “flaw” for Apple A17: https://github.com/JGoyd/Apple-Silicon-A17-Flaw 2025-09

🧐 I still find myself using Sonnet 4 more than GPT-5, for coding. 2025-08

🧠 Neural networks are becoming more efficient every day. The rate at which AI is advancing is both exciting and a bit scary. What happens when we can run GPT-5 level models on a smartphone? 2024-04