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A CS student went from Python basics to model deployment in 3-4 months, building an AI portfolio through three real projects. This article breaks down the learning path, project value, and resume optimization strategies.

ComfyUI's Subgraphs update breaks image upload and sampler preview, paralyzing user workflows. Analysis of the community backlash and lessons for open-source AI tools.

Invidious is an open-source YouTube alternative frontend offering ad-free, tracking-free private browsing. Supports self-hosting, built with Crystal, 21K+ GitHub Stars.

HortusFox v5.9 "Summer Plants Release" adds per-plant attachments, sorting preference memory, and 15 bug fixes. This anti-AI open-source self-hosted plant management app prioritizes data sovereignty for gardening enthusiasts.

NexaLibre is a one-click deployment platform for AI-generated code, featuring built-in HTTPS, auto backups, and custom domains. This review covers its features, positioning, and market potential.

Kaneo is an open-source, self-hosted project management tool built with TypeScript, embracing minimalist design. Explore its features, architecture, and why it earned 4600+ GitHub Stars.

Seeing strange 404 requests and bizarre URLs in your NGINX access logs? Learn what automated scanning attacks are, where they come from, and how to defend with Fail2ban, CrowdSec, and other practical solutions.

Seeing unfamiliar 404 requests and strange URLs in your NGINX logs? This article explains automated scanning attacks—their origins, intent—and provides practical defenses using Fail2ban, CrowdSec, and more.

tinbase compresses Supabase's 12 Docker containers into a single process with real Postgres 17, Auth, Storage, and Realtime, supporting RLS and direct supabase-js calls—even runs in a browser.

G.I.A.ac (General Intelligence Architect) is an AI architect tool that generates runnable apps from a single sentence. Deep dive into its positioning, competitive landscape, target users, and core challenges.

DockAMP is a Docker-based web stack visual management tool that lets you manage Apache, Nginx, PHP, MySQL containers through a browser interface, offering an XAMPP-like experience for Docker-based web development.

Complete Nextcloud deployment guide for 15-person small businesses covering AIO installation, hardware specs, Redis and PHP tuning, OnlyOffice vs Collabora, backup strategies, and more.

Complete Nextcloud deployment guide for 15-person small businesses covering AIO installation, hardware specs, Redis and PHP tuning, OnlyOffice vs Collabora, backup strategies, and key practices for building a stable private cloud office platform.

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.

Learn how to securely expose Foundry VTT to the public internet. Compare port forwarding, Cloudflare Tunnel, and reverse proxy solutions with practical advice on network isolation and layered defense.

An in-depth analysis of ag-kit, a TypeScript-based AI Agent development toolkit covering core architecture, modular design, use cases, and tech selection advice for full-stack developers.

Dockge development has stalled. Compare top Docker Compose management alternatives including Komodo, Portainer, and Dozzle to find the best fit for your self-hosted setup.

A systematic guide to Claude Code's core capabilities and setup, covering CLI installation, switching to domestic models, project analysis, Git workflow automation, and automated bug fixing.

A systematic guide to Claude Code's core capabilities and environment setup, covering CLI installation, switching to domestic LLMs, project analysis, Git workflow automation, and automated bug fixing to help developers get started fast.

A complete guide to Claude Code: CLI installation, switching to DeepSeek and other Chinese LLMs via CC Switch, and conversational Git workflows for developers.