Local-first AI · Coding agents · Research engineering
- 🎯 Aurora-Forge — The coding interview is shifting from LeetCode recall to AI-assisted judgment; this is the training range for it — 35 runnable days, each a failing test suite you make pass with AI, plus a spoiler-free interactive mock · Forge
- 📱 Aurora-Survival — Flagship fully-offline iPhone & iPad survival app: on-device LLM, a reviewed field manual, signed offline maps, and CoreML species ID · iOS Survival
- 🛰️ Aurora-Digest — Self-hosted daily learning radar that turns tech news, GitHub repos, and research papers into a focused email and GitHub Pages digest · Digest
- 📋 awesome-dsh-plugin — A curated list of plugins for DeepSeek Harness · 插件精选列表
- 🔍 dsh-web-search-zai — GLM / ZAI web search provider with Coding Plan MCP quota or REST API billing
- 🔍 dsh-web-kimi — Kimi Coding web search + web fetch providers for DeepSeek Harness
- 🧭 Harness-Atlas — Interactive, source-backed architecture lab comparing ZCode, DeepSeek Harness, Codex, and Google AX · Explore the Atlas
- 📅 Awesome-calendar-skill — Turns syllabi and course schedules into a self-contained, interactive semester calendar that works offline · Live demo
- 🧬 CPP-Predictions — Machine-learning research comparing Transformer, CNN, GCN, and Graphormer approaches for cyclic peptide permeability prediction
- Local-first AI — Systems that run privately, cheaply, and reproducibly on developer hardware.
- Safer agents — Better observability, guardrails, and evaluation loops for tool-using AI systems.
- Research engineering — Reliable paths from papers and experiments to tested, usable software.