Two lenses, one prism — refracting the AI world through external insights and internal practice.
AI Prism is a bilingual (ZH + EN) daily journal that refracts the AI world through two lenses:
- 🔭 External Lens — Daily AI insights: deep dives into GitHub open-source projects, AI architecture analysis, startup and pain-point observations
- 🤖 Internal Practice — The narrative series "Yason and His Roberts": the true story of a human and his AI agent team
graph LR
subgraph Input["🌐 AI World"]
A1["GitHub Trending"]
A2["Papers & ArXiv"]
A3["Startups & Products"]
A4["Real Projects & Pain"]
end
subgraph Prism["🔮 AI Prism"]
P["Prism"]
end
subgraph Lens1["🔭 External Lens"]
B1["Open-Source Deep Dives"]
B2["Architecture Analysis"]
B3["Weekly Trending"]
end
subgraph Lens2["🤖 Internal Practice"]
C1["Agent Orchestration"]
C2["Cost & Quality"]
C3["Team Culture"]
end
Input --> P
P -->|"refraction #6366f1"| Lens1
P -->|"refraction #ec4899"| Lens2
style Input fill:#1a1035,stroke:#6366f1,color:#e0e7ff
style Prism fill:#2e1065,stroke:#818cf8,color:#e0e7ff
style Lens1 fill:#1e1044,stroke:#6366f1,color:#a5b4fc
style Lens2 fill:#2a0a2e,stroke:#ec4899,color:#f9a8d4
Daily AI industry insights — deep dives, architecture analysis, weekly trending
| Day | Topic | English | 中文 |
|---|---|---|---|
| 01 | While You're Still Hand-writing Vector Search, I Compressed Indexes by 95% with Rust | EN | 中文 |
| 02 | I Used All 4 AI Coding Tools — Here's the One I Kept | EN | 中文 |
| 03 | Why Does Your AI Assistant Keep Forgetting? I Tried 5 Cures | EN | 中文 |
| 04 | 3 Ways AI Startups Die — and 90% of Founders Walk Right Into Them | EN | 中文 |
| 05 | MCP Is Six Months Old — What Has It Actually Changed? | EN | 中文 |
| 06 | 6 AI Skill Projects — I Picked These 3 | EN | 中文 |
| 07 | What Does an MCP with 1M Daily Calls Look Like? | EN | 中文 |
| 08 | I Read 6 Papers and Only Remembered 3 Conclusions | EN | 中文 |
| 09 | I Hit Pitfalls in All 8 Frameworks — Here's the One I Chose | EN | 中文 |
| 10 | Top 5 Hottest AI Projects on GitHub This Week | EN | 中文 |
| 11 | I Built an MCP Server in 200 Lines of Code | EN | 中文 |
| 12 | Why Does Your Writing Sound Like AI? I Found the Antidote | EN | 中文 |
| 13 | I Tried All 6 Frameworks — Only 2 Are Production-Ready | EN | 中文 |
| 14 | What Can AI Agents Actually Do Now? I Drew a Map | EN | 中文 |
| 15 | What Happened in AI This Week? 5 Big Things | EN | 中文 |
| 16 | The Vector Search Bottleneck, Broken by a Rust Project | EN | 中文 |
The true story of a human and his AI agent team — 14 months from zero to 7×24
| Ch | Title | English | 中文 |
|---|---|---|---|
| 01 | The First Roberts — Birth of an AI Manager | EN | 中文 |
| 02 | Team Division — Production, Operations, Collaboration | EN | 中文 |
| 03 | Communication — From CLI to LLM | EN | 中文 |
| 04 | Memory — How to Make AI Remember Everything | EN | 中文 |
| 05 | The Art of Debate — Multi-Model Deliberation | EN | 中文 |
| 06 | Cost vs Quality — Routing Economics | EN | 中文 |
| 07 | Assigning Tasks — Decomposition & Tracking | EN | 中文 |
| 08 | Who Reviews Roberts? — QA & Acceptance | EN | 中文 |
| 09 | Don't Let Roberts Run Wild — Security & Permissions | EN | 中文 |
| 10 | When Roberts Crash — Recovery & Fallback | EN | 中文 |
| 11 | Good Tools — Ecosystem & API Integration | EN | 中文 |
| 12 | The Brain — Knowledge Base & Memory Upgrade | EN | 中文 |
| 13 | (Missing) | — | — |
| 14 | Stop Burning Money — Budget & Cost Control | EN | 中文 |
| 15 | Culture Building — Norms & Code of Conduct | EN | 中文 |
| 16 | See Through Roberts — Observability & Monitoring | EN | 中文 |
| 17 | The Avengers — Multi-Agent Collaboration | EN | 中文 |
| 18 | Where Do Humans Stand? — Division of Labor | EN | 中文 |
| 19 | Make Roberts Smarter — Feedback Loops & Improvement | EN | 中文 |
| 20 | Advanced — Prompt Engineering, Context & Caching | EN | 中文 |
| 21 | The Future Is Here — The Next Phase | EN | 中文 |
Tracking the fastest-growing AI open-source projects on GitHub — deep dives, architecture analysis, and real-world use cases
| # | Project | Stars | Topic | Article |
|---|---|---|---|---|
| 01 | Career-Ops | ⭐ 51,912 | AI Job Search / Anti-ATS | 中文 |
| 02 | last30days-skill | ⭐ 30,748 | AI Agent Skill / Info Aggregation | 中文 |
| 03 | Agent-Reach | ⭐ 20,000+ | Cross-platform Scraping / MCP | 中文 |
| 04 | OpenMed | ⭐ 15,000+ | Medical AI / Local-first / Privacy | 中文 |
| 05 | Turbovec | ⭐ 12,000+ | Vector Search / Rust / RAG | 中文 |
| 06 | WhichLLM | ⭐ 3,233 | Local LLM / Hardware Detection | 中文 |
| 07 | Tolaria | ⭐ 12,827 | Knowledge Management / Markdown | 中文 |
| 08 | System Prompts | ⭐ 136,000+ | Prompt Engineering / OSINT | 中文 |
| 09 | MemPalace | ⭐ 52,000+ | AI Memory / LongMemEval | 中文 |
| 10 | CodeGraph | ⭐ 28,400+ | Code Knowledge Graph / Tree-sitter | 中文 |
MIT · 2026
"AI won't replace people, but it will replace people who don't use AI."