#Deep Modules
1344 related articles
·3 min
Deep Dive into LangChain's Three Core Modules: A Complete Guide to Agent Architecture Thinking
Deep dive into LangChain's three modules: Chain pipelines, LangGraph state graphs, and autonomous planning Agents. From RAG to ReAct — build your AI architecture thinking.
Read more →
·4 min
Deconstructing the Core Principles of AI Agents: A Deep Dive into the Control, Perception, and Action Modules
A systematic breakdown of the three core AI Agent modules (Control, Perception, Action), with deep analysis of AutoGPT, BabyAGI, HuggingGPT, LlamaIndex architectures and Chain-of-Thought reasoning.
Read more →
·3 min
Deploying a Multimodal AI Agent Locally on a 3080Ti: VRAM Management and a Deep Dive into All Five Modules
A detailed guide to deploying a multimodal AI Agent on a 3080Ti with 12GB VRAM, covering LLM, STT, TTS, image and video generation module selection, dynamic VRAM loading, and real-world performance.
Read more →
·4 min
Claude Code Practical Guide: Deep Dive into 7 Core Modules with Learning Path
Deep dive into Claude Code's 7 core modules: project integration, agent construction, multi-agent collaboration, plugin systems, and workflow automation, with learning tips and certification trends.
Read more →
·4 min
AI Agent Core Architecture Explained: A Deep Dive into the Four Key Modules — Perception, Brain, Action, and Memory
Deep dive into AI Agent architecture: explore the four core modules — Perception, Brain, Action, and Memory — covering RAG, tool calling, Chain of Thought, and more.
Read more →
Tutorials·2 min
Deep Dive into Anthropic's Official Claude Code in Action Course: Four Core Modules to Master AI Programming
Deep dive into Anthropic's official Claude Code in Action course covering four modules: assistant fundamentals, differentiators, project practice, and best practices for AI programming mastery.
Read more →
Tutorials·2 min
Build an AI Agent in 200 Lines of Python: A Deep Dive into Five Core Modules
Build an AI Agent in 200 lines of Python from scratch. A deep dive into the five core modules: Prompt, Memory, Tool Use, RAG, and Skill, with progressive development workflow.
Read more →
·3 min
Behind Log4Shell: The Plight and Reflections of Open Source Maintainers
An in-depth look at the Log4Shell vulnerability from a core Log4j maintainer's perspective, exploring open source sustainability, supply chain security, and the burden on volunteer maintainers.
Read more →
·3 min
Why Is Self-Hosting European Open Source Projects So Hard? Root Causes and Recommendations
Exploring why European open source projects are hard to self-host: architectural complexity, digital sovereignty compliance, documentation gaps, and practical advice for users and maintainers.
Read more →
·3 min
Behind Log4Shell: The Plight and Reflections of Open Source Maintainers
A deep dive into the Log4Shell incident from the perspective of Log4j's core maintainers. Exploring the open source sustainability crisis, supply chain security awakening, and the challenge of volunteers maintaining critical infrastructure.
Read more →
·3 min
LLMOps Tool Selection Guide: An In-Depth Comparison of Tracing, Evaluation, and Governance Capabilities
In-depth analysis of LLMOps tool selection, comparing Langfuse, LangSmith, Helicone, and Orq.ai across tracing, evaluation, and governance capabilities with practical recommendations.
Read more →
·4 min
Project Rai-chan Technical Breakdown: A Complete Guide to Building a Fully Local AI Companion
Deep dive into Project Rai-chan's tech stack: Ollama+Gemma local LLM, Unity rendering, VOICEVOX speech synthesis, and more — exploring the technical path for local AI companions.
Read more →
·3 min
Anthropic Breaks HAWK-256: A Security Wake-Up Call for Post-Quantum Signature Schemes
Anthropic publishes a practical key-recovery attack on HAWK-256, exposing vulnerabilities in post-quantum signature schemes and implications for PQC standardization.
Read more →
·3 min
Una Watch: A Repairable Open-Source Smartwatch with USB-C Charging Takes on Garmin
Una Watch is a repairable, open-source smartwatch with USB-C charging that challenges Garmin's closed ecosystem, proprietary cables, and non-repairable designs.
Read more →
·3 min
Una Watch: A Repairable Open-Source Smartwatch with USB-C Charging That Challenges Garmin
Una Watch is a repairable, open-source smartwatch with USB-C charging that challenges Garmin's closed ecosystem, proprietary cables, and non-repairable design.
Read more →
·4 min
Getting Started with Claude Code: Environment Setup, Common Commands, and Git Workflow in Practice
A detailed guide to Claude Code installation, domestic model switching, project analysis commands, and Git workflow practice to help developers quickly master this AI programming collaboration tool.
Read more →
·3 min
Dolmenwood: A Deep Dive into the Sandbox Fantasy RPG Built on Old-School Essentials
Deep dive into Dolmenwood, an old-school fantasy RPG built on Old-School Essentials, covering OSE rules, hexcrawl gameplay, British folklore worldbuilding, and why it's a landmark OSR title.
Read more →
·2 min
If AI Writes All the Code, What's Left for Programmers?
AI coding tools are spreading fast—so where does programmer value lie? This article analyzes three key role shifts: from writer to reviewer, implementer to designer, and lone wolf to coordinator.
Read more →
·2 min
HuggingFace Open-Source Voice Assistant: A Complete Guide to Local Deployment
A deep dive into HuggingFace's speech-to-speech open-source project, covering its modular VAD, STT, LLM, and TTS pipeline architecture and the advantages of local deployment for privacy, cost, and latency.
Read more →
·3 min
Kimi K3 Open-Source Release: 2.8 Trillion Parameters Tops Global Programming Leaderboard
Moonshot AI's Kimi K3 launches with 2.8 trillion parameters, tops LMArena frontend coding leaderboard as world #1, completing tasks at one-third competitors' cost. Fully open-source for commercial use.
Read more →