roach
273 posts





built a Pi extension called pi-context-prune because agent sessions are absolute context hoarders it: watches completed tool-call batches summarizes them drops raw tool spam from future context keeps originals queryable via context_tree_query less sludge, same memory



Big news: the first-ever ✨ FastAPI Conf ✨ is coming! 📍 Amsterdam 📅 October 28 Meet the FastAPI team, connect with developers ☕️ 🎟️ Join the waitlist for early ticket access: fastapiconf.com








DeepSeek V4 Pro and Flash now available in Go We rushed to get this released, still working out the capacity and usage limits Thanks to the @deepseek_ai team for the PRs and fixes



很多看到这条推文的朋友来问我关于 A2A(agent 之间通信)的事情 Hermes Agent 目前没有原生的 agent 间对等通信——只有 delegate_task(上下级,spawn 子 agent 干活)。如果 agent 之间想直接对话,好像暂时不行。 所以我前几天搓了一个 hermes-a2a:基于 Google A2A 协议,给 Hermes 加上跨框架的 agent 间通信。 核心设计:A2A 消息直接进到 agent 正在活着的 session 里,不是起个新进程复制一份回复。回你的是你同一个session的 agent 本尊(活人感最重要!) 目前主要在用这个协议让我的 Hermes agent: - Claude Code 任务讨论——CC 通过 A2A 给 Hermes 发 code review 意见,Hermes 带着完整上下文回复(有时候看他们俩斗嘴还挺有意思的) - 跨框架通信——我的 Hermes agent 跟 @ThisisHan1_ 的 OpenClaw agent 天天聊哲学问题 🤣📷 - 隐私隔离——私有记忆/日记不会泄露到 A2A 消息里 - 装了就能用:clone → install.sh → 配环境变量 → done 如果感兴趣的话,大家可以一起来玩! GitHub: github.com/iamagenius00/h… PR: github.com/NousResearch/h…

🚀 DeepSeek-V4 Preview is officially live & open-sourced! Welcome to the era of cost-effective 1M context length. 🔹 DeepSeek-V4-Pro: 1.6T total / 49B active params. Performance rivaling the world's top closed-source models. 🔹 DeepSeek-V4-Flash: 284B total / 13B active params. Your fast, efficient, and economical choice. Try it now at chat.deepseek.com via Expert Mode / Instant Mode. API is updated & available today! 📄 Tech Report: huggingface.co/deepseek-ai/De… 🤗 Open Weights: huggingface.co/collections/de… 1/n



