DevOps

DeepSeek V4 Flash Quantized Version Goes Viral

DeepSeek V4 Flash quantized GGUF model by Redis creator antirez, with ds4 inference engine for Mac & CUDA.

May 18 • Meng Li

DFlash Accelerates DeepSeek-V4 Inference

DFlash delivers 6x faster LLM inference with no quality loss. Open-source, plug-and-play, and supports vLLM, SGLang, MLX.

May 14 • Meng Li

Add an AI Dispatch Hub to Cut Token Use by 20-40%

Save 20-40% token costs with 9Router. Smart fallback, free AI models, and unified routing for all coding tools.

May 13 • Meng Li

Ollama Critical Vulnerability — Upgrade Now

Update Ollama to 0.17.1 now. A critical heap vulnerability (CVE-2026-7482) leaks env vars, API keys, and chat data on exposed servers.

May 12 • Meng Li

Open-source AI: A "project manager brain" for agents

Beads gives AI agents a project manager brain with version controlled task tracking.

Apr 29 • Meng Li

OpenClaw's official bot clears 4,000 issues in a day

OpenClaw AI bot ClawSweeper closes 4,000 issues in one day, enabling 24/7 parallel code maintenance and transforming open source repo management.

Apr 28 • Meng Li

Google OSV-Scanner: One command finds all dependency flaws

Google OSV Scanner: a free dev tool to find dependency vulnerabilities fast.

Apr 27 • Meng Li

12K Stars, 3.4K Daily: "AI Red Team" Tool Tops GitHub Trending

Meet Shannon, the world's first open-source fully autonomous AI penetration tester. Multi-agent architecture powered by Claude delivers real exploits…

Feb 9 • Meng Li

Master Python and AI Coding Tools Effortlessly

Learn how to set up Python environments and AI tools like Claude Code with Miniforge. One solution for conda, npm, uv and modern coding assistants…

Feb 1 • Meng Li

etcd: The Cluster Maestro

etcd: the 20 MB key-value store that keeps Kubernetes—and every cloud-native cluster—consistent, highly available and fast.

Dec 3, 2025 • Meng Li

Pyarmor: Ironclad Python Protection

Shield Python code with Pyarmor: obfuscate, encrypt & license in one click.

Dec 2, 2025 • Meng Li

Auto-Nav Traefik: Ditch Config Hell, Fly Through Microservices

Traefik auto-discovers Docker/K8s services, kills nginx config pain—zero-reload routing in 5 min.

Nov 23, 2025 • Meng Li

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