#convention over configuration

582 related articles

Jul 30, 2026·6 min

Securely Exposing Self-Hosted Services via VPS: Architecture & Practical Guide

Learn how to securely expose self-hosted services via VPS using WireGuard tunnels, Pangolin, and reverse proxies — enabling client-free access to Plex, Immich, and more while hiding your home IP.

Jul 30, 2026·3 min

Git Worktree Is Not an Isolation Boundary for AI Coding Agents: Real Sandboxing Solutions Explained

Analysis of why Git worktree fails as a security boundary for AI coding agents like Claude Code and Cursor, and why containers and VMs are the real solution.

Jul 30, 2026·2 min

EQK 3.0 Review: The First Dynamic AI Equalizer for Mac with Per-App Audio Control

EQK 3.0 is the first dynamic AI equalizer for Mac, featuring per-app EQ, 3985+ headphone correction profiles, native audio capture without virtual drivers, and 100% local processing with no subscription.

Jul 30, 2026·4 min

G.I.A.ac: An AI Architect That Generates Working Apps from a Single Sentence

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.

Jul 30, 2026·3 min

localskills.sh: A Unified Management Platform for Cross-Tool AI Skills and MCP – Full Review

localskills.sh is a team-level platform for managing AI Skills, Rules, and MCP servers across Cursor, Claude Code, and Windsurf with a single install command.

Jul 30, 2026·3 min

localskills.sh: A Unified Management Platform for Cross-Tool AI Skills and MCP — Review

localskills.sh is a team-level AI skill and MCP server management platform that unifies distribution and reuse of AI Skills and Rules across Cursor, Claude Code, Windsurf, and more with a single install command.

Jul 30, 2026·2 min

RomM 5.0 Released: Open-Source ROM Manager Gets a Brand-New UI and Cloud Save Sync

RomM 5.0 officially released with a ground-up UI rebuild, gamepad/touch support, and cross-device cloud save sync engine. GitHub Stars surpass 10,000.

Jul 29, 2026·4 min

Full Anatomy of AI Agent Intrusion Attack Chains: From Prompt Injection to Data Exfiltration

Deep analysis of Hugging Face's frontier lab AI agent intrusion report, covering indirect prompt injection, lateral movement, data exfiltration, and defense-in-depth strategies for AI agent security.

Jul 29, 2026·3 min

Complete Guide to Running Claude Code with Ollama: API Error Troubleshooting & Local Model Optimization

Guide to running Claude Code via Ollama locally: troubleshooting API errors, output token limits, model freezes, with model selection, parameter tuning, and alternative tool recommendations.

Jul 29, 2026·3 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.

Jul 29, 2026·4 min

A Guide to Full-Stack Machine Learning Project Repository Structure: From Chaos to Convention

A detailed guide to organizing full-stack ML project repositories, covering directory structure design, data-code separation, and externalized configuration to help ML developers move from experimental code to production-grade engineering standards.

Jul 29, 2026·4 min

Full-Stack Machine Learning Project Repository Structure Guide: From Chaos to Convention

A detailed guide to organizing full-stack ML project repositories, covering directory structure design, data-code separation, and configuration externalization to help ML developers move from experimental code to production-grade engineering.

Jul 28, 2026·2 min

Bun Now Generates CLAUDE.md by Default: The AI-Native Development Era Has Arrived

Bun runtime now generates a CLAUDE.md file by default with bun init, signaling AI assistants becoming first-class citizens in the development toolchain.

Jul 28, 2026·4 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.

Jul 28, 2026·3 min

Kimi K3 Real-World Testing in 3D Modeling & Game Development: Can Open-Source Models Overtake Closed-Source Giants?

In-depth testing of Kimi K3 in 3D modeling, physics simulation, animation rigging, and game development vs Fable 5 and GPT Solve 5.6. Open-source model delivers top-tier results at one-quarter the price.

Jul 28, 2026·3 min

Kimi K3 Hands-On: 3D Modeling & Game Development — Can an Open-Source Model Outperform Closed-Source Giants?

Hands-on testing of Kimi K3 in 3D modeling, physics simulation, animation rigging, and game development versus Fable 5 and GPT Solve 5.6. The open-source model delivers top-tier results at a quarter of the price.

Jul 28, 2026·6 min

Harness Engineering: From Context Engineering to the Third Phase of AI Programming

Explore Harness Engineering: the next evolution beyond context engineering for AI programming. Learn how to build enterprise-grade Skill systems and deliver real projects with mid-tier models.

Jul 28, 2026·4 min

Spring AI 2.0 in Practice: Building an Enterprise RAG Knowledge Base Q&A System with Cursor

Build an enterprise RAG knowledge base Q&A system using Spring AI 2.0, Cursor AI programming, Ollama local deployment, and Redis vector storage. Runs on just 4GB VRAM.

Jul 28, 2026·4 min

Complete Guide to Pi Coding Agent: Core Usage and Extension Techniques for a Minimalist Terminal AI Coding Tool

Complete guide to Pi coding agent: design philosophy, installation, shortcuts, session management, and 7-layer customization architecture. How this 45K-star minimalist terminal tool redefines AI coding workflows.

Jul 28, 2026·4 min

Advice from the Creator of Claude Code: Automation Is an Engineer's True Moat

Claude Code creator Boris argues top engineers should embrace AI-era automation leverage. By encoding domain knowledge into infrastructure, preview environments, and lint rules, engineers multiply output—the core path to Staff Engineer.