#clean code

1345 related articles

Jul 30, 2026·3 min

Self-Hosted Notes & Task Management: A Minimalist Open-Source Approach with Memos + Vikunja

Looking for simple self-hosted notes and task management? This article recommends Vikunja and Memos as lightweight open-source alternatives to Nextcloud and Obsidian.

Jul 30, 2026·3 min

Self-Hosted Notes & Task Management: A Minimalist Open-Source Approach with Memos + Vikunja

Looking for simple self-hosted notes and task management? This guide recommends Vikunja and Memos as lightweight open-source alternatives to bloated tools like Nextcloud and Obsidian.

Jul 30, 2026·3 min

Automated Cleanup of Corrupted Media Server Files: FFmpeg Detection with Sonarr Integration

Learn how to fix corrupted media files after power outages using FFmpeg and ffprobe for automated detection, integrated with Sonarr for batch cleanup and re-downloading.

Jul 30, 2026·3 min

Skip Lidarr for Single Track Downloads: A Self-Hosted Music Download Container Guide

Lidarr only downloads full albums? This guide covers containerized solutions like spotDL and yt-dlp for single-track downloads and multi-language music needs.

Jul 30, 2026·2 min

OpenCalc: An Open-Source Remake of the Windows 95 Calculator with Bug Fixes and Cross-Platform Support

OpenCalc is an open-source project that faithfully recreates the Windows 95 calculator with 100% new code, fixing original calculation bugs and adding history, undo/redo, with native Linux support.

Jul 30, 2026·3 min

Reproducing GPT-2: How a Hidden Bug Affected Weight Training

An in-depth analysis of a hidden bug discovered while reproducing GPT-2 from scratch, revealing how implementation errors silently degrade weight quality and sharing practical debugging methodologies.

Jul 30, 2026·2 min

Supapool: Creating Isolated Databases for AI Coding Agents in 400 Milliseconds

Supapool uses pool prewarming to create isolated Supabase database instances in 400ms for AI coding agents like Claude, Cursor, and Devin, solving the database isolation challenge.

Jul 30, 2026·2 min

Supapool: Creating Isolated Databases for AI Coding Assistants in 400 Milliseconds

Supapool uses pool prewarming to create isolated Supabase database instances in 400ms for AI coding assistants like Claude, Cursor, and Devin—a prime example of AI-native infrastructure.

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, 2026·2 min

Jellybox v2.0: Open-Source Jellyfin Music Client Officially Lands on Google Play

Jellybox v2.0 launches on Google Play as a public beta, offering Jellyfin users a professional native music experience with lyrics, offline playback, multi-library support, and more—completely free and open source.

Jul 30, 2026·3 min

pgtestdb: Accelerating Database Testing with PostgreSQL Template Cloning

Learn how pgtestdb leverages PostgreSQL's native template cloning to reduce database migration costs from O(n) to O(1), enabling millisecond-level test database creation with full parallel isolation.

Jul 30, 2026·3 min

The Economic Value of Refactoring: The Hidden Cost Ledger Behind Technical Debt

An economics-driven analysis of refactoring ROI: how technical debt's compound interest slows delivery, how to calculate refactoring returns, and why incremental refactoring beats full rewrites.

Jul 30, 2026·3 min

The Economic Value of Refactoring: The Hidden Cost Behind Technical Debt

An economic analysis of code refactoring ROI: how technical debt's compound interest slows delivery, how to calculate refactoring returns, and why incremental refactoring beats full rewrites.

Jul 30, 2026·4 min

More Imitation Learning Data Leading to Worse Results? A Deep Dive into Compounding Errors and Data Quality Traps

Through a real game AI navigation case, this article deeply analyzes why more data can worsen imitation learning, covering compounding errors, distribution shift, data quality issues, and DAgger solutions.

Jul 30, 2026·4 min

More Imitation Learning Data Makes Things Worse? A Deep Dive into Compounding Errors and Data Quality Traps

Through a real game AI navigation case, we deeply analyze why more data can worsen imitation learning, covering compounding errors, distribution shift, data quality issues, and DAgger solutions.

Jul 30, 2026·3 min

Building a Streaming LLM Backend in Go: Deep Dive into the SDK and React Frontend Library

Deep dive into an open-source Go SDK for building streaming LLM backends, covering streaming responses, tool-calling architecture, and companion React library for end-to-end integration.

Jul 30, 2026·2 min

Krea 2 Turbo + Wan 2.2: A Detailed Workflow for Turning Static Images into Dynamic AI Videos

A detailed guide on using Krea 2 Turbo for high-quality static images and Wan 2.2 i2v to add dynamic motion—covering technical principles, key steps, and practical tips.

OpenJDK's Interim Policy on Generative…

Jul 30, 2026·2 min

OpenJDK's Interim Policy on Generative AI: The Compliance Boundaries for AI Code Contributions

In-depth analysis of OpenJDK's interim policy on generative AI, examining copyright ownership of AI-generated code, license compatibility, and contributor agreement implications for open-source projects.

Jul 30, 2026·5 min

MemBoostAI: A Deep Dive into the AI-Powered Daily Memory Training Tool

MemBoostAI is a memory training app combining cognitive science with AI. Through short daily practice, active recall, and gamified challenges, it helps users boost memory retention. A deep analysis of its features, science, and differences from traditional flashcard tools.

Jul 30, 2026·3 min

DropDesk: Build a Branded Two-Sided Marketplace Booking Platform with No Code

DropDesk is a white-label no-code marketplace builder with built-in search, booking, payments, and payouts, enabling non-technical teams to launch branded Airbnb-like booking platforms.