SCREEN 01 // AI NEWS & BREAKING INTELLIGENCE
🔥 Breaking Story

DeepSeek-V3 API Released: 300% Faster Inference, 50% Price Reduction

DeepSeek updates its Multi-head Latent Attention (MLA) architecture, matching top closed-source models in logical reasoning and code generation. Here is our benchmark teardown.

· Category: #LLM_API #DeepSeek
⚡ Spotlight Analysis

Claude Code + CLI Deep Dive: The Terminal Automation Workflow Revolution

Anthropic’s latest CLI dev assistant reshapes local codebase comprehension. Learn how to combine Python & Playwright for automated debugging loops.

· Category: #ClaudeCode #Automation
Latest AI Briefs View All →
Claude Code introduces native terminal CLI automation pack
2 hrs ago · #Claude
Ollama v0.8 released: Native dynamic VRAM allocation
5 hrs ago · #Ollama
Qwen2.5-Coder open model tops multi-language benchmarks
1 day ago · #OpenSource
OpenAI unveils next-gen Agent workflow control APIs
1 day ago · #Agents
vLLM Major Patch: Optimized FP8 concurrency throughput
2 days ago · #Inference
Cursor IDE integrates multi-Agent collaborative code auditing
2 days ago · #IDETools
24h Trending
GitHub Trending: Playwright-Agent crosses 10k Stars | vLLM ships new inference patch | Meta publishes new multimodal paper...
SCREEN 02 // TECHNICAL NOTES & TOOLS
Engineering Notes Browse All 24 Articles →

Optimizing LLM Concurrency & VRAM on Single RTX 4090 GPUs

Category: #Ollama #vLLM · 2026-08-18 · 12 min read

Claude Code + CLI Workflows for Automated Test Case Generation

Category: #ClaudeCode #Automation · 2026-08-10 · 8 min read

Improving Private Knowledge Base RAG Recall with Qdrant & Hybrid Search

Category: #RAG #VectorDB · 2026-07-28 · 15 min read

Building Automated Dynamic Web Scraping Data Pipelines with Playwright & Claude

Category: #Python #Playwright · 2026-07-15 · 10 min read

Building a Personal AI Agent Task Scheduler from Scratch: Principles & Architecture

Category: #Agent #Architecture · 2026-07-02 · 18 min read
Essential AI Tools
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Cursor
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Ollama
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vLLM
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Dify
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WebUI
Featured Prompt
Python Memory Optimization & Type Architect (System Prompt)
"You are a Principal Python Architect. Refactor the provided code for maximum memory efficiency and async concurrency. Add explicit type hints..."
SCREEN 03 // PROJECTS & ABOUT LI QUNNAN
Featured Open Source Projects GitHub Profile →
Playwright-AI-Extractor
Python-based headless browser automation tool for LLM web content extraction · ★ 1,240
Auto-Agent-CLI
Terminal-based AI command assistant supporting natural language Shell execution · ★ 480
DeepSeek-Local-RAG-UI
Minimalist local document Q&A UI integrated with FastEmbed and ChromaDB · ★ 310
Schema-JSONLD-Generator
AI-driven automated Schema.org JSON-LD validator & generator for GEO/SEO · ★ 195
LQN

li qunnan

AI Engineer / Creator
Python Playwright LLM / Agent RAG vLLM GEO & JSON-LD
An independent AI developer working remotely. Currently specializing in AI automation workflows and local LLM deployment across dual RTX 4090 / Mac Studio environments. Built with Astro + Cloudflare Pages to log tech engineering notes.