Tag: #llm
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 209 posts
LLM Inference Optimization: In-Depth Analysis of vLLM and TensorRT-LLM ♪ Listenable
Analyzing core LLM inference optimization techniques including PagedAttention, Continuous Batching, and quantization, based on the official documentation of vLLM and TensorRT-LLM.
2026-03-01 · 22 min read #llm#inference#vllm#tensorrt-llm#optimizationAdvanced LangChain Patterns: Mastering LCEL and LangGraph ♪ Listenable
A systematic analysis of the LCEL (LangChain Expression Language) Runnable interface and LangGraph StateGraph, based on the official LangChain documentation.
2026-03-01 · 22 min read #langchain#lcel#langgraph#llm#aiComplete Analysis of OpenClaw: Architecture, Security, and Future of the Fastest-Growing Open-Source AI Agent in GitHub History ♪ Listenable
A deep technical analysis of the open-source autonomous AI Agent that evolved from Clawdbot to OpenClaw — covering its Gateway architecture, Skills ecosystem, multi-channel integration, security issues, and the OpenAI ac
2026-03-01 · 25 min read #openclaw#ai-agent#llm#open-source#automationBuilding LLM Agent Systems: Complete Analysis of Tool Use, Planning, and Memory ♪ Listenable
Analyzing the core concepts of LLM Agents — Tool Use, Planning, and Memory — based on LangGraph and Anthropic official documentation, and building a practical Agent.
2026-03-01 · 21 min read #llm#ai-agent#tool-use#langgraph#reactGoogle Antigravity Complete Analysis: How the Agent-First IDE is Reshaping the Future of Software Development ♪ Listenable
An in-depth analysis of Google Antigravity, the Agent-First IDE announced alongside Gemini 3, covering its architecture, Agent Manager, Skills system, benchmark performance, security issues, and comparisons with Cursor a
2026-03-01 · 24 min read #antigravity#google#agentic-ide#gemini-3#ai-codingLoRA: Efficient Fine-tuning of Large Language Models — Paper Analysis
A mathematical analysis of the core principles behind the LoRA (Low-Rank Adaptation) paper, along with practical implementation using HuggingFace PEFT.
2026-03-01 · 17 min read #ai-papers#lora#fine-tuning#llm#peftClaude Code Complete Guide: How to Revolutionize Development Productivity with Anthropic's AI Coding Agent ♪ Listenable
A complete guide to Anthropic's official CLI tool Claude Code — from installation to core commands, slash commands, MCP server integration, multi-agent architecture, IDE integration, CLAUDE.md usage, and custom hooks — a
2026-03-01 · 35 min read #claude-code#anthropic#ai-coding#cli#ai-agentOpenAI Codex Complete Analysis: From the Birth of AI Code Generation to the Evolution of Cloud Coding Agents ♪ Listenable
A complete analysis of OpenAI Codex covering the history of AI code generation and the evolution toward cloud-based coding agents.
2026-03-01 · 32 min read #codex#openai#code-generation#github-copilot#ai-codingRAG: Retrieval-Augmented Generation — Paper Analysis and Production Architecture ♪ Listenable
Analyzing the core concepts of the RAG paper and covering chunking strategies, Vector DB selection, and Advanced RAG patterns for designing production-level RAG systems.
2026-03-01 · 21 min read #ai-papers#rag#llm#vector-database#langchain