I want to do better in the new year. There are many areas I need to improve on. I also want to create more memories with the people I work with.

instead of watching 2 hours of Netflix tonight, watch this 40-minute masterclass from the founder of a $20B China AI company it's the clearest explanation I've seen of how Agent Swarms and AI systems actually work at scale useful whether you've never built an agent in your life or have been using Claude every day for the past year I took the key ideas and turned them into a practical guide on how to actually build with Kimi find it below

what a ridiculous take. @gf_256 / Zellic have done a ton for the space (speaking as one of their competitors). did you even read the report?

Everyone focuses on memory corruption bugs in the Linux kernel, but we shouldn’t overlook logical bugs.

I saw an impressive piece of work someone created for the public good. I'd love to share it with others 😄 kimchicanary.xyz/?lang=en

I just found a confirmed bug on @immunefi #immunefitribe immunefi.com/s/ss/?severity=… I achieved it after a very long debate/argument And... yet another thing that got buried 🙃

When doing bug hunting with Claude Code, I tried using various good skills and tools to improve my workflow, but the results were not as great as I expected. After thinking about it, part of the issue was that I wasn't doing great prompt engineering or providing the right context — but also, since it's basically a black box in terms of what actually gets sent to and received from the LLM Provider, I had no idea what the problems were or which direction to improve things. So I built a separate tool for debugging purposes, and I figured there might be others out there with the same need, so I'm sharing the repo: github.com/windowhan/claude-… (vibe-coding 100%) Features I'm thinking of adding later: - Intercepting requests being sent to the LLM Provider so a human can intervene mid-process and adjust the direction - Routing specific requests or specific sub-agent actions to a different LLM Provider - Attaching a management Agent to monitor and supervise whether Claude Code has sufficient context while running, and check if anything has been missed if anyone have additional ideas, feel free to me <3

I'm writing a whole drama here. I will win this war, no matter what. 👽

I submitted a report about vulnerable code that had been left unaddressed for over a year, but someone already submitted it a week ago… it’s really deflating 🙃

규제 나올때마다 가장 이해가 안되는 것 중 하나.. 주담대는 말 그대로 담보대출이기 때문에 담보 물건이 좋을수록 대출이 많이 나오는 것이 당연한데.. 우리나라는 비싼 부동산 일수록 대출한도가 적음. 몇년전에는 아예 대출 불가했던 시절도 있었고.. 규제라는 이름으로 포장된 상식적으로 이해가 안되는 정책!

It’s been a really long time since I last submitted a bug bounty report 😂

gpt-5 is working...

Reviewing a contract written in Clarity… it really makes my head spin 😇

I submitted two VirtualBox issues to @thezdi last year and kind of lost the reports 😅 and they're not visible on their portal, so I can't retrieve them.. I sent an email to ask them last week, but haven't heard back at all 😭 Does anyone know someone that could help with this?

대부분의 사람들이 Slack, Notion 같은 SaaS를 쓰는 이유는 자신에게 A가 필요했는데, 마침 SaaS에서 이 A를 제공하기 때문이 아니라 옆 사람이 쓰고, 회사에서 쓰고, 학교에서 쓰기 때문이다. 기술 장벽이 AI의 도움으로 현저히 낮아지고 있는 현 시점에서, SaaS의 경쟁력은 유통에 있다. 대부분의 사람들은 자신이 무엇을 원하는지를 정확하게 정의하는데 시간을 사용하지 않는다. 그냥 옆 사람이 쓰니까 쓴다.

There are so many things I want to learn, but my body and time are limited I want to become Naruto and use the Shadow Clone Jutsu

내 주변 부자들의 공통점은 '본인이 처한 현실 인식'을 그 누구보다 빠르게 인정하고 긍정의 마인드로 포기하지 않고 본인이 잘 할 수 있는 것에 최선을 다했다는 것이다. 그것이 근로든 사업이든 투자든. 비교와 냉소적 태도는 도움이 되질 않는다. 냉정과 열정 사이에서 긍정과 성실함은 시간이 지나면 엄청난 차이를 만든다. 통계를 너무 믿지 말자. 원래 부자보다 그렇지 않았던 사람이 더 큰 부를 만들어 내는 경우도 많다. 모든 사람이 이런 잠재력을 가지고 있지만, 이걸 꽃 피워 내는 건 자기 자신에게 달려 있다. 10년 전 편의점 알바로 생계를 유지하던 친구는 지금 순자산 50억이 되었고, 빚 2억으로 의과대학을 졸업했던 친구는 지금 1,000억의 부를 이뤘다. 또 한 명의 친구는 대기업에 다니다 입사 면접 때 받았던 질문에 영감을 받아 투자를 시작하여 지금 100억 이상의 자산을 쌓았다. 이 세 친구의 공통점은 실패를 거듭해도 우여곡절 어려움을 이겨내고 각자만의 방법으로 투자를 포기하지 않았다는 것. 그리고 모두 처음부터 부자가 아니었다.

Modern Binary Exploitation by @RPISEC. This was a university course developed and run solely by students to teach skills in vulnerability research, reverse engineering, and binary exploitation. github.com/RPISEC/MBE

Congrats!!!!! Big bounty 🤑

I think this is really good point related with audit

It’s already been a year since I joined @zellic_io Starting in the second half of this year, I’ll be working as a Lead Security Engineer at Zellic — I got promoted! Since joining the team, I’ve really enjoyed the work, and I know that won’t change going forward. I feel like I’m constantly growing. There’s still a lot I need to improve, but I’ll keep doing my best to become better than I was yesterday.