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agentmemory Full Feature Deployment Log: From GitHub Trending to Four Platform Automatic Memory Capture
A complete record of the deep research into agentmemory (13K stars), full feature deployment, OMLX LLM integration, Qdrant dual memory sync, and automatic memory capture configuration for four major platforms: OpenClaw, Claude Code, Hermes, and DeepSeek TUI.
Comparison of Other Inference Frameworks: A Complete Guide to llama.cpp, MLX, and ExLlamaV2
An in-depth comparison of three major local LLM inference frameworks: llama.cpp (GGUF), Apple MLX, and ExLlamaV2, covering installation, performance, and use cases.
LM Studio Installation and Usage Guide: GUI Local LLM Management
Complete LM Studio guide: download, manage, and run local LLMs on Mac through a graphical interface, supporting GGUF and MLX formats and providing an OpenAI-compatible API.
oMLX + Qwen3 Coder Next Local Deployment Guide (Replacing Ollama)
Running Qwen3 Coder Next natively on M3 Ultra with oMLX, fully replacing Ollama: why drop Ollama, oMLX advantages, installation steps.
oMLX Installation and Usage Guide: Running MLX Models Natively on Apple Silicon
Complete oMLX installation and usage guide: running MLX format models natively on M3 Ultra, covering installation, model import, performance comparison, and optimal configuration.
Three-Layer Framework LLM API Configuration Summary: DS V4 Pro, Qwen 3.6, oMLX Local
A complete guide to configuring DeepSeek V4 Pro, Qwen 3.6-Plus, and oMLX local Qwen3 Coder Next across Hermes Agent, OpenClaw, and Claude Code.