#Auto Memory
3383 related articles
Product Reviews·3 min
Claude Code Firmware-Level Ops in Practice: Virtual Disk Expansion & Local Agent Deployment
Hands-on testing of Claude Code for firmware-level ops: Ventoy virtual disk expansion, ext4-to-btrfs conversion, and a cost-effective local Agent deployment architecture with distributed design.
Read more →
Industry Insights·2 min
Cloud AI Agent Architecture Design: Far More Than Moving Local Agents to a Server
Building cloud AI Agents requires entirely new architectural thinking. This article analyzes three core infrastructure components—durable execution platforms, execution frameworks, and dev environment tools—to help teams avoid common pitfalls when migrating from local to cloud.
Read more →
Tutorials·4 min
WeChat Mini Program Login & Registration: A Full-Stack Integration Guide with SDK Integration and Debugging Lessons
Complete guide to WeChat Mini Program login/registration full-stack integration, covering SDK splitting, Pixso design-to-component workflow, debugging techniques, and AI-assisted programming collaboration methods.
Read more →
Tutorials·3 min
Build an AI Agent with One Sentence Using Coze Programming: Complete WeChat Monetization Workflow Breakdown
Learn how to use Coze Programming to generate AI agents with one sentence, deploy them to WeChat via the Xiaowei Mini Program, and set up paid monetization in a complete four-step workflow.
Read more →
Industry Insights·2 min
Claude Code Source Leak Reveals the Core Paradigm of Harness Engineering
Deep analysis of the Claude Code source leak, comparing OpenCode architecture differences, revealing how Harness Engineering determines the floor of Agent capabilities.
Read more →
Research·4 min
Deep Dive into Claude Code's Open-Source Architecture: The Design Philosophy Behind 510,000 Lines of Code
Deep analysis of Claude Code's open-source architecture: dual-loop design, 7-step tool pipeline, 4-layer token compression, memory systems, and multi-agent collaboration patterns.
Read more →
Tutorials·3 min
Frontend AI Full-Stack Development in Practice: Building Multimodal Applications with PNPM MonoRepo Architecture
A practical guide to frontend AI full-stack development covering PNPM MonoRepo architecture, TurboRepo build optimization, and LangChain multimodal applications with Ollama local model deployment.
Read more →
Tutorials
Android 17 New Developer Tools: A Prac…
·3 min
Android 17 New Developer Tools: A Practical Guide to Performance Optimization and Cross-Device UI Development
Deep dive into Android 17 dev tools from Google I/O 2025: R8 Configuration Analyzer, Jetpack Glance cross-device UI, and Media3 AI FX for end-to-end media processing.
Read more →
Tutorials·4 min
Practical Guide to Building a Local AI Knowledge Base with Qwen3.5 + RAGFlow + Ollama
Step-by-step guide to building a local RAG knowledge base using RAGFlow, Ollama, and LM Studio with Docker, covering Embedding model deployment and network troubleshooting for private AI Q&A.
Read more →
Tutorials·2 min
Tutorial: Building a Low-Cost AI Code Editor with DeepSeek-V3 + VSCode
Step-by-step tutorial: Build a low-cost AI programming assistant using DeepSeek-V3 API with VSCode's Continue plugin. Covers setup, API Key configuration, code completion demo, and Ollama local deployment.
Read more →
Industry Insights·4 min
Deep Dive into Claude Code's Open-Source Architecture: Six Core Design Principles and Engineering Practices Revealed
Deep analysis of Claude Code's open-source architecture: six core design principles including dual-loop mechanism, seven-step tool pipeline, four-layer token compression, multi-agent collaboration, and memory systems.
Read more →
Tutorials·3 min
Building an Automated Workflow SaaS Platform from Scratch: A Complete Guide from Full-Stack Development to Commercialization
A detailed guide on building a commercializable automation workflow SaaS platform from scratch, covering React Flow canvas, Next.js full-stack architecture, Inngest task engine, payment subscriptions, and AI monitoring.
Read more →
Tutorials·3 min
Hermes Agent Deployment Tutorial: An AI Assistant That Uses Fewer Tokens Than CrawlAI
Complete Hermes Agent deployment tutorial for Windows: environment setup, model configuration, WeChat channel connection, and troubleshooting. Uses fewer tokens than CrawlAI with direct WeChat chat support.
Read more →
Tutorials·3 min
Hermes Orchestrating DeepSeek + MiniMax Dual-AI Collaborative Coding: A From-Scratch Project Test
Testing Hermes agent coordinating DeepSeek V4 and MiniMax 2.7 for collaborative coding: PDF export in 9 minutes, RSS service built from scratch in Nim language.
Read more →
Product Reviews·2 min
Deep Dive into SuiBian App: AI Roleplay Interactive Narrative Experience & Technical Breakdown
Deep analysis of SuiBian App's AI roleplay mechanics, from dialogue generation and character design to user experience, compared with Character.AI and similar products.
Read more →
Product Reviews·2 min
Lenovo Xiaoxin Pro16 AI Yuanqi Review: Is the N150 Processor Worth $480?
Lenovo Xiaoxin Pro16 AI Yuanqi Edition with Intel N150 processor at 3,499 RMB after subsidies. We analyze performance, use cases, and whether this 16-inch ultrabook is worth buying.
Read more →
Deep Dives·3 min
Why Is Python the Top Choice for AI Development? Three Core Reasons Explained in Depth
In-depth analysis of three core reasons Python dominates AI development: simple syntax for quick onboarding, powerful ecosystem, and industry-wide network effects.
Read more →
Product Reviews·3 min
Cursor 1.0 Major Update: Background Agent, BugBot, and Memory System Fully Explained
Deep dive into Cursor 1.0's major updates including Background Agent for async programming, BugBot automated code review, Memory System, and one-click MCP installation with setup tutorials.
Read more →
Product Reviews·3 min
Cursor 1.0 Officially Released: A Complete Breakdown of Five Core Features
Cursor 1.0 officially released, jumping from 0.50 to 1.0. Detailed analysis of BugBot code review, Background Agent, preference memory, one-click MCP install, and Jupyter Notebook enhancement.
Read more →
Product Reviews·3 min
Cursor 1.0 Officially Released: Deep Dive into Six Core Features with Hands-On Testing
Deep dive into Cursor 1.0's six core features: Backboard PR review, Background Agent, Memories, One-Click MCP, Jupyter Support, and Rich Chat Response with hands-on testing results.
Read more →