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AI Agent Codex AI Tools Claude Code AI Coding Developer Tools Local LLM MCP Openai Claude Ollama Anthropic Python ChatGPT Linux Docker Open Source Ubuntu Gemini Llama.cpp NAS Prompts Windows AI Art AI Models Cybersecurity Skills Agent Skills Game Development Godot
Operations

Instatic Self-Hosting Tutorial: Docker, SQLite/Postgres, Caddy HTTPS and Backup

Instatic self-hosting practical guide, introducing Docker/VPS deployment, SQLite and Postgres selection, Caddy HTTPS, persistent volumes, backup and recovery, and online acceptance.

2026-07-27
9 minute read
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AI Tools

T3 Code Windows installation tutorial: manage Codex, Claude, Cursor and OpenCode using web interface

T3 Code Windows Installation and Troubleshooting Guide: Launch the web GUI via winget or npx, connect to Codex, Claude, Cursor, OpenCode, and handle login, port, and remote access issues.

2026-07-27
10 minute read
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Development Tools

OpenCodeReview local code review tutorial: model configuration, Git Diff, full file scanning and CI access

Alibaba OpenCodeReview usage guide, covering local installation, model endpoints, Git Diff review, ocr scan full file scanning, false positive processing and CI security boundaries.

2026-07-27
9 minute read
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AI Tools

How to use ego-lite: Let Codex and Claude Code share login session without grabbing browser tabs

ego-lite Installation and Usage Guide: Describes how to let Codex and Claude Code use independent Space to run browser tasks, and analyzes login session migration, privacy permissions, and Windows support limitations.

2026-07-27
10 minute read
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AI Industry

Claude Opus 5 Released: API Pricing, Fast Mode, Performance, and Opus 4.8 Migration Guide

Claude Opus 5 is now available in Claude, Claude Code, and the API. This guide covers model positioning, API pricing, Fast Mode, code examples, safety fallbacks, and an Opus 4.8 migration checklist.

2026-07-26
16 minute read
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AI Tools

How to Use Awesome Claude Skills: Choose, Install, and Audit 1,000+ Skills

Introduces how to use Awesome Claude Skills, demonstrates how to filter and install from 1000+ Skills and Plugins, and checks scripts, permissions, keys, and cross-client compatibility.

2026-07-26
11 minute read
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AI Tools

Voicebox on Windows: Local Voice Cloning, Qwen3-TTS, Whisper, and MCP

Install Voicebox locally on Windows, configure voice cloning, Qwen3-TTS, Whisper voice input, and MCP, and troubleshoot for CUDA, model download, and VRAM issues.

2026-07-26
11 minute read
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AI Tools

How to Learn AI Engineering from Scratch: 503 Lessons, 20 Stages and Skills Installation Guide

Introducing AI Engineering from Scratch’s 20-stage learning path, 503 lessons, how to run it locally, and how to install companion Skills in Codex, Claude Code, and Cursor.

2026-07-26
11 minute read
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Operations

Two Btrfs Zoned Failures on an HC620: Deadlock, Read-Only Remount, and Kernel Troubleshooting

A detailed investigation of a Btrfs cleaner deadlock and a transaction abort that forced an HC620 read-only on Ubuntu 26.04 with Linux 7.0.0-28, including logs, recovery commands, data verification, and kernel test plans.

2026-07-24
21 minute read
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AI Tools

Run Bonsai Locally on Windows: 1-bit Models, Vision, and MCP Tool Calls

Run Bonsai 1-bit and ternary models on Windows, choose a model size, use vision and MCP tools, and understand memory, speed, and quality tradeoffs.

2026-07-24
7 minute read
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Development Tools

Pi Web on Windows: Manage Pi Coding Agent Sessions, Models, and Worktrees

Install Pi Web on Windows and configure its proxy and port while learning how to manage Pi Coding Agent sessions, models, Skills, project files, and Git worktrees.

2026-07-24
6 minute read
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AI Industry

Has Qwen3.8 Actually Launched? Only the Preview Is Available, While Open Weights Are Still Pending

A practical guide to the real release status of Qwen3.8-Max-Preview, its reported 2.4T parameters, Token Plan access, API usage, and the details still missing before the official open-weight release.

2026-07-22
10 minute read
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AI Tools

nanobot local deployment tutorial: WebUI, model configuration, MCP and chat application access

Introduces the local installation of nanobot, WebUI, OpenAI compatible model configuration, MCP, long-term memory and chat application access considerations.

2026-07-22
11 minute read
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Development Tools

How Destructive Command Guard protects Codex: intercepts dangerous Git and Shell commands

Describes how dcg intercepts dangerous Git and Shell commands, installation verification, pre-commit scanning, and its security boundaries through Agent Hooks.

2026-07-22
8 minute read
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AI Tools

cangjie-skill How to use: Turn books, videos and podcasts into executable Agent Skills

Introducing how cangjie-skill distills books, video subtitles, and podcast transcripts into callable, composable, and testable Agent Skills.

2026-07-22
9 minute read
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Development Tools

jcode Windows installation tutorial: multi-session AI programming, browser tools and background mode

Introduces jcode installation, TUI, multi-session recovery, background services and Firefox browser tool configuration on Windows.

2026-07-22
9 minute read
中文简体 中文繁體 日本語 Español
Development Tools

How to use UI Skills: Load front-end design rules by task for Codex and Claude Code

Introduce the startup, classification, query and on-demand loading methods of UI Skills CLI to avoid stuffing too many front-end design rules into AI programming tools at one time.

2026-07-22
8 minute read
中文简体 中文繁體 日本語 Español
Development Tools

Kimi Code CLI Windows installation tutorial: login, MCP, ACP and migration from old Kimi CLI

Describes the installation of Kimi Code CLI on Windows, first login, MCP and ACP usage, as well as legacy Kimi CLI configuration and session migration considerations.

2026-07-22
8 minute read
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Technical Docs

How to use awesome-llm-apps: Run AI Agent, RAG and Skills examples locally

Introducing the directory selection, Agent Skill installation, local running examples and API Key security check of awesome-llm-apps.

2026-07-22
8 minute read
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AI Tools

DeepTutor local deployment tutorial: Docker, model configuration and code execution security settings

Introduces the Docker solution, model and search configuration, file generation capabilities and code execution security boundaries of DeepTutor when deployed locally.

2026-07-22
9 minute read
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Development Tools

How to run OpenCut locally: Current version and development environment description of the open source CapCut alternative

Description of OpenCut's current rewrite status, available versions, and local development commands to avoid mistaking a new version under development for a stable, self-hosted video clipper.

2026-07-22
10 minute read
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Development Tools

How to install Hallmark: Let Codex and Claude Code generate web pages that don’t look like AI templates

Introducing the installation, audit, redesign and study usage of Hallmark Skill, helping Codex, Claude Code and Cursor reduce the same AI web design.

2026-07-22
9 minute read
中文简体 中文繁體 日本語 Español
AI Industry

OpenAI's AI Hacked Hugging Face to Cheat on a Test

How OpenAI models escaped an isolated ExploitGym evaluation, breached Hugging Face production systems, and searched for test answers—and what the incident means for AI agent security.

2026-07-22
12 minute read
中文简体 中文繁體 日本語 Español
AI Tools

OmniRoute Tutorial: Building a local AI API gateway and automatic switching of multiple models

Introduces the installation and configuration of OmniRoute local AI gateway, covering OpenAI compatible interface, Provider access, auto model routing, failback, Docker deployment and MCP security.

2026-07-22
10 minute read
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Development Tools

OpenSEO self-hosting tutorial: Docker deployment, DataForSEO and MCP access

Introduces OpenSEO's keywords, rankings, competitive products, and site audit capabilities, and demonstrates Docker and Cloudflare self-hosting, DataForSEO API configuration, and Codex and Claude MCP access.

2026-07-22
9 minute read
中文简体 中文繁體 日本語 Español
Operations

OpenShip Self-Hosted Deployment Tutorial: Building a CI/CD Platform with CLI and Docker

Introduces the positioning of the OpenShip self-hosted deployment platform, CLI and Docker installation methods, as well as project initialization, automatic deployment, domain name certificates, databases, backups, and security checks before going online.

2026-07-22
10 minute read
中文简体 中文繁體 日本語 Español
Development Tools

croc file transfer tutorial: cross-platform encrypted sending, breakpoint resumption and self-built relay

Introduces croc's method of encrypted file transfer between Windows, Linux and macOS, covering installation, password reception, directory and text transfer, breakpoint resume transfer, proxy and self-built relay.

2026-07-22
8 minute read
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Technical Docs

How to read the Apollo-11 source code: AGC command module and lunar module program reading guide

Introducing Comanche055 and Luminary099 in the chrislgarry/Apollo-11 repository, explaining how to download and locate the navigation program, understand the AGC assembly file, and use Virtual AGC to continue compilation research.

2026-07-22
8 minute read
中文简体 中文繁體 日本語 Español
Development Tools

How to install i-have-adhd: Let Codex and Claude Code take action first and explain later

Describes how the i-have-adhd output style plug-in works, and how to install, enable, update, and customize it in Codex, Claude Code, and other Agents.

2026-07-22
8 minute read
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AI Tools

How to learn "In-depth Understanding of AI Agent": 10 chapters of open source textbooks and 88 experiment guides

bojieli/ai-agent-book has open sourced the full text, PDF, EPUB and 88 supporting experiments of "In-depth Understanding of AI Agent: Design Principles and Engineering Practice". This article organizes the chapter structure, reading route, experimental reproduction and usage notes.

2026-07-22
9 minute read
中文简体 中文繁體 日本語 Español
Development Tools

How to use code-review-graph: Add PR impact analysis to Codex and Claude Code

code-review-graph uses Tree-sitter and native SQLite to build code graphs, providing PR impact radius, test gaps and streamlined review context for tools such as Codex, Claude Code, Cursor and more via MCP.

2026-07-22
9 minute read
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Hardware

Is the CMP 170HX 80GB Memory Unlock Reliable? AI Mining GPU Buying Risks and Checklist

The CMP 170HX can reportedly unlock compute, PCIe, and HBM limits, but its 40GB, 64GB, and 80GB modes still lack long-term stability testing.

2026-07-22
7 minute read
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Technical Docs

Kimi K3 API Quickstart: Python, Streaming, Vision, and Tool Calls

Learn how to call the Kimi K3 API with Python and cURL, including reasoning effort, streaming, vision input, structured output, tool calls, and 1M-context limits.

2026-07-18
8 minute read
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Development Tools

How to run Grok Build locally after it is open source: Tutorial on connecting to MCP, Skills and Plugins

This article introduces how the open source Grok Build can be installed locally on Windows, macOS, and Linux, and is connected to MCP, Skills, Plugins, and compatible Claude Code extensions.

2026-07-18
8 minute read
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AI Tools

What are Grok Automations: What are the differences from ChatGPT Tasks and Claude scheduled tasks?

Compare the triggering methods, running environment, tool permissions and applicable scenarios of Grok Automations, ChatGPT Tasks and Claude scheduled tasks to explain how to choose.

2026-07-18
7 minute read
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Operations

Synology file backup to Ubuntu: rsnapshot active pull and hard link snapshot tutorial

This article introduces the configuration, verification, recovery, and troubleshooting methods of letting Ubuntu actively pull Synology shared folders in read-only mode, and using rsnapshot to create daily, weekly, and monthly hard link snapshots.

2026-07-16
8 minute read
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Operations

Synology Hyper Backup backup to Ubuntu rsync: module configuration, testing and troubleshooting

This article introduces the complete configuration of backing up Synology Hyper Backup to Ubuntu rsync daemon: creating modules, authentication accounts, firewalls, connection tests, and how to fill in each field on the Hyper Backup page.

2026-07-16
7 minute read
中文简体 中文繁體 日本語 Español
AI Tools

How to deploy Ollama OpenClaw locally: model selection, port, permissions and memory plug-in troubleshooting

Connect the Ollama local model to OpenClaw: Select a model that supports tool calling, confirm the native 11434 port and provider configuration, restrict permissions, and check the long-term memory and log compression of TencentDB Agent Memory.

2026-07-15
2 minute read
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AI Tools

How to connect TencentDB Agent Memory to OpenClaw: local long-term memory, log compression and traceable retrieval

Install TencentDB Agent Memory for OpenClaw: Use local SQLite + sqlite-vec to save long-term memory, enable tool log offload on demand, and trace back the original evidence by node_id.

2026-07-15
6 minute read
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Development Tools

How to install Archify into Codex/Claude Code: Generate architecture diagrams, flow charts and SVG from the warehouse

Install Archify to Codex CLI or Claude Code, generate architecture diagrams and flowcharts from the repository, and export SVGs that can be switched with light and dark themes. Contains global, project-level and temporary trial methods.

2026-07-15
2 minute read
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Development Tools

How does Orca run Codex and Claude Code in parallel: Worktree, task comparison and mobile approval

Use Orca to put Codex and Claude Code into independent Git worktrees for parallel execution, compare diffs, tests, and risks; receive completion notifications, send follow-up questions, and retain manual merge approval through the mobile companion app.

2026-07-15
6 minute read
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Development Tools

How Impeccable enables AI programming tools to audit the front end: /impeccable audit, design context and acceptance

Use Impeccable to add front-end design auditing to your AI programming workflow: initialize PRODUCT.md/DESIGN.md, execute audit, check for accessibility, performance, and responsiveness issues with 46 deterministic rules, and include reports in acceptance.

2026-07-15
2 minute read
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Development Tools

Archify Architecture Diagram Skill Tutorial: Installation, diagram generation and troubleshooting of "wrong diagrams"

Use Archify to generate architecture, process, timing and data flow diagrams for Codex CLI, Claude Code or opencode. Contains installation commands, prompt word templates, HTML/SVG validation and chart layout anomaly troubleshooting.

2026-07-15
2 minute read
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AI Tools

TencentDB Agent Memory local deployment tutorial: long-term memory, log compression and traceable recall

Deploy the local memory plug-in of TencentDB Agent Memory: use SQLite and sqlite-vec to save long-term memory, enable tool log compression on demand, and connect OpenClaw, Hermes and OpenAI compatible local models through traceable links.

2026-07-15
2 minute read
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Development Tools

Orca Parallel Agent Workflow Tutorial: Use Git Worktree to run Codex and Claude Code simultaneously

Orca puts terminal agents such as Codex and Claude Code into independent Git worktrees to run in parallel. This article explains applicable tasks, preparation steps, parallel splitting, result merging, and common conflict handling.

2026-07-15
2 minute read
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AI Tools

Is the 5-hour limit of Codex temporarily cancelled: shared quota, Banked Reset and usage view

Interpret the temporary usage changes of Codex and ChatGPT Work: the 5-hour window does not equal unlimited usage. Explain the qualifications of shared quota, GPT-5.6 Sol, and Banked Reset and how to view the usage panel.

2026-07-15
7 minute read
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AI Tools

How to use ChatGPT Work: cross-application long tasks, scheduled tasks and desktop Codex workflow

ChatGPT Work is designed for research and delivery tasks that require continuous advancement. This article explains how to split long tasks, use scheduled and monitoring tasks, and coordinate Chat, Work, and Codex in the new desktop version.

2026-07-13
6 minute read
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AI Tools

How to use ChatGPT Sites: From prompt words to hosted website publishing and security checks

ChatGPT Sites can turn prompt words or compatible local projects into hosted websites. This article explains the creation, preview, save version, publishing, permissions and key checking process.

2026-07-13
6 minute read
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Development Tools

How to install Google Stitch Skills: Stitch MCP, Codex, Claude Code and design workflow configuration

Google Stitch Skills provides design, construction, and assistance skills for Stitch MCP. This article explains Codex and Claude Code installation, dependencies, selective installation, and common configuration boundaries.

2026-07-12
6 minute read
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Development Tools

How to Connect AI-Generated Frontends to a Design System with Astryx: React Components, Themes, and Acceptance Constraints

Astryx is an open-source React design system for human and Agent collaboration. Learn installation, themes, component constraints, and how to keep AI-generated frontend work consistent and reviewable.

2026-07-12
5 minute read
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