#Agent memory system
2368 related articles
Deep Dives·2 min
CLAUDE.md: How One Markdown File Cut AI Coding Rework Rates from 41% to 11%
How CLAUDE.md — a 14k-star GitHub file — uses four golden rules to cut Claude Code rework rates from 41% to 11%, based on Karpathy's analysis of AI coding failures.
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Product Reviews·2 min
GPT-5.1 Pro Deep Dive: The Smartest AI Trapped in the Worst Interface
Deep testing GPT-5.1 Pro and Codex Max: Pro model solves a 3-day crypto puzzle in 30 minutes but is locked to ChatGPT's broken web UI; Codex Max coding falls short of promises.
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Tech Frontiers·1 min
Gemini 3.1 Pro In-Depth Comparison: 77.1% on ARC-AGI-2 — Is It Really the Best?
Google Gemini 3.1 Pro scores 77.1% on ARC-AGI-2, 94.3% on GPQA Diamond, and 2887 coding ELO. We compare it against o4 and GPT-5.2 across reasoning, coding, and search to reveal its true strengths and weaknesses.
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Tutorials·2 min
OpenClaw Lobster Assistant Beginner's Guide: From Installation & Configuration to Advanced Tips
Complete guide to OpenClaw AI agent: installation, configuration, memory & dream system, Skill extensions, and multi-lobster management with practical tips.
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Tutorials·1 min
Ollama Local LLM Deployment Tutorial: Complete Guide from Installation to API Integration
Complete guide to deploying open-source LLMs locally with Ollama, covering installation, model selection, quantization strategies, Python API integration, and performance optimization tips.
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Tutorials·1 min
OpenAI Codex Tutorial: From Installation to Practice — Nine Core Features Explained
A detailed guide to OpenAI Codex desktop app's nine core features: multi-task parallelism, plan mode, memory system, plugin ecosystem, and more for developers and non-technical users.
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Tutorials·2 min
Lost Code from Parallel AI Development? CLAUDE.md + Git Worktree Is the Permanent Fix
Losing code when running multiple Claude sessions in parallel? Learn how CLAUDE.md rules plus Git Worktree automatically isolate workspaces and enforce delivery to prevent code loss.
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Tutorials·2 min
AI Programming in Practice: Building a Cross-Platform App in 1 Hour with Codex + Firebase
Learn how to use OpenAI Codex and GPT 5.5 for AI programming (Vibe Coding) with Firebase and Vercel to build a complete cross-platform app in 1 hour — covering Web, desktop, and iOS.
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Tutorials·2 min
The Truth About Making Money with Python as a Side Hustle: A Complete 2025 Analysis of Barriers, Income & Market Competition
In-depth analysis of Python side hustle realities in 2025: learning barriers, freelance pricing, market competition, and new AI-era opportunities from scraping to LLM app development.
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Tutorials·2 min
4 Ways to Keep AI Coding Tools Running Continuously: Scripts, Hooks, Orchestration, and Go Commands
4 methods to keep AI coding tools like Claude Code running continuously: Batch script loops, Hooks, external orchestration tools, and Go commands — with prompt tips.
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Tutorials·2 min
LangChain Multi-Agent in Practice: End-to-End Automated Generation of API & UI Test Cases
Build a multi-agent testing system with LangChain and LangGraph for automated test case generation, intelligent review, and Playwright execution across 10 progressive projects.
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Product Reviews·2 min
AR Glasses + AI Coding in Action: A Vibe Coding Experience Where You Point and Speak to Modify Code
Monoco Glass demos AR glasses + AI Agent for a new coding paradigm: point at screen elements with gestures, give voice commands to auto-modify code in real time.
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Tutorials·2 min
Claude Code CLI in Practice: Generating a Complete Weather Dashboard App in 20 Minutes
Real test of Claude Code CLI development efficiency: a single sentence generates a complete weather dashboard in 20 minutes. Full workflow, results, and use cases explained.
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Product Reviews·2 min
ChatGPT Workspace Agent Permission Controls: How Builders and Admins Collaborate on Governance
Deep dive into ChatGPT Enterprise Workspace Agent's layered permission controls, covering builder constraints, admin governance, and Human-in-the-Loop mechanisms for balancing AI automation with security.
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Product Reviews·2 min
GPT-4 Thinking In-Depth Review: Real-World Testing of Coding, Agent, and Writing Capabilities
In-depth review of GPT-4 Thinking's real-world performance in coding bug fixes, AI Agent research, and academic writing, compared with Gemini and Claude.
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Product Reviews·2 min
Claude Scholar Open-Source Framework: A Practical Guide to AI-Assisted Academic Research Across the Full Lifecycle
Claude Scholar is an open-source academic research framework built on Claude Code, covering seven stages from topic selection to reviewer response, with Zotero and Obsidian integration.
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Product Reviews·2 min
Gizang-PPT-Skill Open Source Project: An AI Agent Magazine-Quality PPT Creation Tool with 8K Stars
Deep dive into Gizang-PPT-Skill, an 8K-star GitHub project that equips AI Agents with visual design skills for magazine-quality PPT creation with consistent aesthetics.
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Industry Insights·1 min
Claude Code Architecture Deep Dive: Why a Single-Loop Design Beats Multi-Agent Systems
Deep dive into Claude Code's architecture: single-loop control, no RAG, 9,400-token tool prompts, and model tiering. The minimalist design behind a $1B AI coding tool.
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Product Reviews·1 min
GPT 5.4 vs Claude 4.6: How to Choose Your AI Coding Tool? In-Depth Comparison & Best Setup
In-depth comparison of Codex (GPT 5.4) vs Claude Code (Opus 4.6) across coding ability, frontend development, ecosystem integration, and cost-effectiveness, with the best AI coding tool combo for a $200 budget.
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Product Reviews·2 min
TRAE vs Claude Code Real-World Test: Who Can Fix an Embedded Memory Overflow?
Same NRF52840 Bluetooth memory overflow bug tested with TRAE and Claude Code using DeepSeek V4 Pro. Real-world comparison of AI debugging capabilities in embedded development.
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