AI Models & News
This was a busy week: deepseek-v4, gpt-5.5, qwen3.6-max, kimi-k2.6, MiMo-V2.5, and HY-3.0 all launched one after another.
deepseek_v4_rolepaly_instruct/README.md at main · victorchen96/deepseek_v4_rolepaly_instruct · GitHub — a DeepSeek v4 roleplay guide.
ZCode - Simple, Fast, Vibe‑Ready — Zhipu’s zcode switched from Tauri to Electron, which is a little funny.
飞搜 - 飞书文档搜索引擎 | AI智能搜索飞书知识库、教程与干货资源 — a Feishu document search engine, using AI to search Feishu knowledge bases, tutorials, and resources.
AI Coding / Agent Platforms
pi-gui — A native desktop for AI coding agents — Pi’s GUI, somewhat like Codex App.
GitHub - multica-ai/multica: The open-source managed agents platform. Turn coding agents into real teammates — assign tasks, track progress, compound skills. · GitHub — an open-source managed agents platform that turns coding agents into teammates.
GitHub - golutra/golutra · GitHub — another agent coding platform.
Slock - Where humans and AI agents collaborate — a collaboration platform for humans and AI agents.
Kollab — a multi-agent collaborative coding platform.
GitHub - mindfold-ai/Trellis: The best agent harness. · GitHub — an agent orchestration framework.
Mercury — Soul-Driven AI Agent with Permission Guardrails | Cosmic Stack — a new 24/7 agent.
Introducing Parallel Agents in Zed — Zed’s Blog — Zed now supports parallel multi-agent views, improving AI-assisted coding workflows.
AI Tools
Introducing Arrow 1.1, a step forward in SVG generation – QuiverAI — an SVG generation model.
You can try it on the official site.
Vector conversion example:
Drawing an app icon:

GitHub - mnfst/manifest: Smart Model Routing for Personal AI Agents. Cut Costs up to 70% 🦞👧🦚 · GitHub — model routing that automatically decides which model to use for each task to save cost.
Euphony: Visualize Chat Data in Your Browser — an official Codex community plugin for viewing conversation data.
Research & Papers
Literature | SigSep — a survey of music separation, with a corresponding open-source GitHub repository.

\[2604.10780\] LIDARLearn: A Unified Deep Learning Library for 3D Point Cloud Classification, Segmentation, and Self-Supervised Representation Learning — LIDARLearn, a unified deep learning library for point-cloud classification, segmentation, and self-supervised representation learning. GitHub - said-ohamouddou/LIDARLearn: LIDARLearn: A Unified Deep Learning Library for 3D Point Cloud Classification, Segmentation, and Self-Supervised Representation Learning · GitHub
13+ Attention Mechanisms You Should Know — a roundup of papers behind 13 types of attention mechanisms.
MathNet: A Global Multimodal Benchmark for Mathematical Reasoning and Retrieval — MIT’s global multimodal benchmark for mathematical reasoning and retrieval.
GitHub - NawfalMotii79/PLFM_RADAR: Open-source, low-cost 10.5 GHz PLFM phased array RADAR system · GitHub — an open-source, low-cost 10.5 GHz linear-frequency-modulated phased-array radar system with hardware and FPGA implementation. The processing flow is basic FFT plus CFAR detection.

Academic & Learning Resources
LeanSearch-Find theorems in Mathlib4 using natural language query — a Lean4 theorem search engine that supports natural-language queries over Mathlib4.
Matlas is a mathematical semantic search engine for searching theorems and proofs with natural language. Blog: Matlas: A Semantic Search Engine for Mathematics | FrenzyMath
互联网学术档案 — an academic paper search engine from the Internet Archive.
Type Words 官网 - 词文记 | 单词跟打 · 文章跟打 · 电脑上背单词 — a vocabulary-learning website; it feels nicely made.
https://linux.do/t/topic/1417107 — an AI-for-research post collected by a linux.do user.
ickma.dev – ∇ ickma.dev — a personal blog with course notes.
Terminal & CLI
GitHub - AnalyseDeCircuit/oxideterm: All-in-one terminal workspace — local shells, SSH, SFTP, remote IDE, AI agent, and file manager in a single native binary. Built with Tauri 2 and pure Rust SSH (no OpenSSL). Smart reconnect, MCP, RAG, plugins, 30+ themes, 11 languages. · GitHub — an SSH client implemented with Tauri.
GitHub - vercel-labs/wterm: A terminal emulator for the web · GitHub — Vercel’s open-source web terminal emulator.
MUX0 — a terminal that knows your agent — another sidebar terminal, derived from libghostty.
Developer Tools
GitHub - PerryTS/perry: A native TypeScript compiler written in Rust. Compiles TypeScript directly to executables using SWC and LLVM. · GitHub — a native TypeScript compiler written in Rust, compiling TS directly to executables.
GitHub - indaco/malt: A Homebrew client in Zig. Warm installs in milliseconds. post_install scripts that actually run. · GitHub — a Homebrew client written in Zig.
Sionna Documentation — Sionna 2.0.1 — Sionna has updated to a PyTorch version instead of the earlier TensorFlow version.
Home | D2 Documentation — a text diagram language similar to Mermaid. GitHub: https://github.com/terrastruct/d2
The Rattler Book — a Rust Conda package-manager library for building cross-platform package-management tools.
GitHub - LordAizen1/git-newspaper: Generate a Victorian broadsheet newspaper from any git repository’s history · GitHub — generate a Victorian broadsheet newspaper from a git repository’s history.
Python tools for data visualization — PyViz 0.0.1 documentation — a guide to open-source Python visualization tools.
The PyViz.org website is an open platform for helping users decide on the best open-source (OSS) Python data visualization tools for their purposes, with links, overviews, comparisons, and examples.
Design & Tools
Paper – design, share, ship — an online design and sharing platform.
GitHub - tw93/Kami: 👩🚒 Good content deserves good paper. · GitHub — tw93’s document design Skill.
- Web page: https://kami.tw93.fun/
- Install with:
npx skills add tw93/kami
landppt — an online PPT generation tool.
editbanana — an online text-editing tool.
macOS Tools
Pica, a MacOS font management app — a nice font manager for macOS.
Browser
GitHub - caffienerd/startpage: Professional Terminal Start Page is a sleek, customizable browser start page built around an interactive terminal. It combines productivity tools like semantic AI routing, Gemini integration, real-time weather, and network utilities with a premium aesthetic and multiple themes. Designed for speed and flexibility. · GitHub — a clean terminal-style browser start page. Demo: https://caffienerd.github.io/startpage/
GitHub - dd3v/favbox: 🔖 FavBox is a local-first experimental browser extension that enhances and simplifies bookmark management without cloud storage or third-party services. · GitHub — a local-first browser extension for bookmark management.
Notes & Others
Tolaria — A second brain for the AI era — a second-brain note-taking tool for the AI era.
GitHub Next — GitHub’s official frontier projects and technology previews.
查看 IP 最近Torrent下载的内容 — view recent Torrent downloads associated with an IP address.
