Bytedance, opensourced DeerFlow (Deep Exploration and Efficient Research Flow) LLM + Langchain + tools (web search, crawler, code exec). Its a community-driven Deep Research framework.

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Over the last 2.5 years, we've secretly assembled a team of some of the brightest minds across cryptography, GPU programming, and ASIC design to build an internal Jolt Pro team. We surpassed our wildest dreams of what was possible, having already created a 1.61 GHz proving

We just announced new primitives for building agents. Here are 10 tips on running multi-hour workflows reliably 👇 developers.openai.com/blog/skills-sh…

Playbook, thanks

IronClaw looks very promising. I will try it this weekend. Great work NEAR Protocol and Illia (root.near) (🇺🇦, ⋈).

episode 1 — intro to lean Ethereum on Zero Knowledge Podcast w/ Nico Justin Drake walks through the full vision: PQ signatures, SNARK aggregation via leanVM, faster finality, and why it all runs on a single hash function 👇 youtu.be/Dad2UonQ9Ag?si…

The approach we are studying right now with leanVM! github.com/leanEthereum/l…

crazy!

Introducing strawmap, a strawman roadmap by EF Protocol. Believe in something. Believe in an Ethereum strawmap. Who is this for? The document, available at strawmap[.]org, is intended for advanced readers. It is a dense and technical resource primarily for researchers,

The first two known exploits against live ZK circuits just happened, and they weren't subtle underconstrained bugs. They were Groth16 verifiers deployed without completing the trusted setup ceremony. One was white-hat rescued for ~$1.5M, the other drained for 5 ETH. 🧵

昨天睡觉前把 BoxLite 这个 sandbox 的实现文档看了一遍，非常 nice 的实现，基本契合我对 sandbox 的所有需求。 1、支持状态持久化（Stateful）(OpenAI 跟 AWS 合作也在做类似的方案)； 2、非常轻量，可以本机跑，也能云端部署； 3、不需要一个 daemon 进程，可以嵌入到应用中。

看完这个项目，你才算真的理解了 Claude Code。 learn-claude-code，一个从零手搓 Claude Code-like Agent 的开源教程，用 12 个递进式课程，带你一步步把一个最简单的 while 循环，搭建成支持多 Agent 协作、任务隔离的完整自治系统。 想真正理解 AI Agent 怎么工作的朋友，值得收藏学习一下。

This is how you can give Claude Code the ability to parse any website in the world. I recorded this video last week. People loved it. I keep getting messages about it.

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